2026-03-10 15:06:42,011 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-10 15:06:42,011 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-10 15:06:42,011 INFO strategy=mixed human=1000 AI=100/gen 2026-03-10 15:06:42,011 INFO Active attacks: ['t5_paraphrase', 'recursive_para', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-10 15:06:42,011 INFO NLTK available: True 2026-03-10 15:06:42,011 INFO Fixes: ls=0.1 det_every=2 clip=[0.05,0.95] warmstart=5 kl=0.1 2026-03-10 15:06:42,011 INFO device=cuda 2026-03-10 15:06:42,011 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-10 15:06:42,011 INFO Streaming RAID 'liamdugan/raid' split='train' … 2026-03-10 15:06:42,011 INFO Filters → domain=None attack='none' generators=None 2026-03-10 15:06:42,263 INFO HTTP Request: HEAD https://huggingface.co/datasets/liamdugan/raid/resolve/main/README.md "HTTP/1.1 307 Temporary Redirect" 2026-03-10 15:06:42,301 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/datasets/liamdugan/raid/865cac74188466cb0c3b7574a10204007b57a459/README.md "HTTP/1.1 200 OK" 2026-03-10 15:06:42,448 INFO HTTP Request: HEAD https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/raid.py "HTTP/1.1 404 Not Found" 2026-03-10 15:06:42,800 INFO HTTP Request: HEAD https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/liamdugan/raid/liamdugan/raid.py "HTTP/1.1 404 Not Found" 2026-03-10 15:06:42,949 INFO HTTP Request: GET https://huggingface.co/api/datasets/liamdugan/raid/revision/865cac74188466cb0c3b7574a10204007b57a459 "HTTP/1.1 200 OK" 2026-03-10 15:06:43,093 INFO HTTP Request: HEAD https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/.huggingface.yaml "HTTP/1.1 404 Not Found" 2026-03-10 15:06:43,339 INFO HTTP Request: GET https://datasets-server.huggingface.co/info?dataset=liamdugan/raid 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"HTTP/1.1 206 Partial Content" 2026-03-10 15:06:44,554 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 15:06:44,595 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 15:06:44,990 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 15:06:45,029 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 15:06:45,433 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 15:06:45,473 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 15:06:47,190 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 15:06:47,229 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 15:06:47,670 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 15:06:47,710 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 15:06:48,151 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 15:06:48,191 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 15:06:48,637 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 15:06:48,677 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T150648Z&X-Amz-Expires=3600&X-Amz-Signature=701ed3abf30fcf2ecd73648c953fe94d9eeacc873b856b2d459de216e4e3bdf1&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773158808&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE1ODgwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=aCCNJLbMuOFkdTOO9-Lgk4TkQuGW5PCxmF2UOlc23ktZNZPwFBbTVUJlI5kiDfH6jxK%7ERR3NCsonkbXbL47K4rCd6Si3RpovNyqtc9qvKu7WXAuhGpiWJRbOOD46oKkgn2UTc4tZQ%7EFVrnFa6uW9KcwxhzLAPlJOLiwmiZFxcnvv-lObNuZvoWARXeaiA7e8CdX6mDa3yvwxF%7ESLPZvjCu-2edkOUpsFkPGoopFcfCDFGpwm7MNnWxrTgxKKNfDaE7iCafjmSxwV4c5mzTiJpzbi5bPB5lUyNGxUMQ15mOADIRzdTppjTO4L-B82MulrWwPLDzZiSqBoadrhWlC6-w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 15:06:49,387 INFO Human texts : 1000 2026-03-10 15:06:49,387 INFO AI generators found : ['gpt2', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-10 15:06:49,387 INFO gpt2 → 100 texts 2026-03-10 15:06:49,387 INFO llama-chat → 100 texts 2026-03-10 15:06:49,387 INFO mistral → 100 texts 2026-03-10 15:06:49,387 INFO mistral-chat → 100 texts 2026-03-10 15:06:49,387 INFO mpt → 100 texts 2026-03-10 15:06:49,387 INFO mpt-chat → 100 texts 2026-03-10 15:06:49,387 INFO Total AI texts : 600 2026-03-10 15:06:49,388 INFO Train → human=800 AI=480 2026-03-10 15:06:49,388 INFO Val → human=200 AI=120 2026-03-10 15:06:49,388 INFO GeneratorScheduler: strategy='mixed' generators=['gpt2', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-10 15:06:49,388 INFO Loading paraphraser 't5-large' … 2026-03-10 15:06:49,535 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-10 15:06:49,683 INFO HTTP Request: GET https://huggingface.co/api/models/t5-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-10 15:06:49,835 INFO HTTP Request: GET https://huggingface.co/api/models/google-t5/t5-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-10 15:06:49,979 INFO HTTP Request: GET https://huggingface.co/api/models/t5-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-10 15:06:50,136 INFO HTTP Request: GET https://huggingface.co/api/models/google-t5/t5-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-10 15:06:50,286 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/spiece.model "HTTP/1.1 200 OK" 2026-03-10 15:06:50,605 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-03-10 15:06:50,760 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-03-10 15:06:51,320 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/generation_config.json "HTTP/1.1 200 OK" 2026-03-10 15:06:52,178 INFO Loading detector 'roberta-large' … 2026-03-10 15:06:52,325 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-03-10 15:06:52,465 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-10 15:06:52,609 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-10 15:06:52,747 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-10 15:06:52,888 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-10 15:06:53,209 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-03-10 15:06:53,357 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-03-10 15:06:54,084 INFO ── Warm-start: 5 MLE steps ── 2026-03-10 15:06:55,112 INFO [WS 1/5] MLE=10.3903 2026-03-10 15:06:55,686 INFO [WS 2/5] MLE=9.0295 2026-03-10 15:06:56,276 INFO [WS 3/5] MLE=9.6650 2026-03-10 15:06:56,855 INFO [WS 4/5] MLE=8.3802 2026-03-10 15:06:57,447 INFO [WS 5/5] MLE=9.6958 2026-03-10 15:06:57,447 INFO ── Warm-start complete ── 2026-03-10 15:06:57,447 INFO Starting adversarial training loop … 2026-03-10 15:07:24,452 INFO [Step 1/200] det=skip para=-15.9853 raw_rwd=0.3161 rwd=0.3161 2026-03-10 15:07:24,453 INFO per-gen rewards: gpt2=0.324 llama-ch=0.307 mistral=0.315 mistral-=0.313 mpt=0.319 mpt-chat=0.319 2026-03-10 15:07:42,907 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-03-10 15:07:42,907 INFO │ MACRO_AVG 0.2512 ◄ 2026-03-10 15:07:42,907 INFO │ gpt2 0.3325 2026-03-10 15:07:42,907 INFO │ llama-chat 0.1675 2026-03-10 15:07:42,907 INFO │ mistral 0.3450 2026-03-10 15:07:42,907 INFO │ mistral-chat 0.3250 2026-03-10 15:07:42,907 INFO │ mpt 0.0975 2026-03-10 15:07:42,907 INFO │ mpt-chat 0.2400 2026-03-10 15:07:42,907 INFO │ (prev best) 0.0000 2026-03-10 15:07:42,907 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-03-10 15:07:42,907 INFO │ article_deletion 0.3358 ▲ 2026-03-10 15:07:42,907 INFO │ homoglyphs 0.0260 ▼ 2026-03-10 15:07:42,907 INFO │ misspelling 0.2255 ~ 2026-03-10 15:07:42,907 INFO │ no_attack 0.2363 ~ 2026-03-10 15:07:42,907 INFO │ recursive_para 0.0549 ▼ 2026-03-10 15:07:42,907 INFO │ synonym_replacement 0.0607 ▼ 2026-03-10 15:07:42,907 INFO │ t5_paraphrase 0.0772 ▼ 2026-03-10 15:07:42,907 INFO └─────────────────────────────────────────────┘ 2026-03-10 15:07:45,498 INFO Detector saved → ./radar_multievasion/best_detector 2026-03-10 15:07:50,597 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-03-10 15:07:50,597 INFO ✓ New best macro AUROC = 0.2512 — saved. 2026-03-10 15:13:31,363 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-10 15:13:31,363 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-10 15:13:31,363 INFO strategy=mixed human=1000 AI=100/gen 2026-03-10 15:13:31,363 INFO Active attacks: ['t5_paraphrase', 'recursive_para', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-10 15:13:31,363 INFO NLTK available: True 2026-03-10 15:13:31,363 INFO Fixes: ls=0.1 det_every=2 clip=[0.05,0.95] warmstart=5 kl=0.1 2026-03-10 15:13:31,363 INFO device=cuda 2026-03-10 15:13:31,363 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-10 15:13:31,363 INFO Streaming RAID 'liamdugan/raid' split='train' … 2026-03-10 15:13:31,363 INFO Filters → domain=None attack='none' generators=None 2026-03-10 15:13:31,658 INFO HTTP Request: HEAD https://huggingface.co/datasets/liamdugan/raid/resolve/main/README.md "HTTP/1.1 307 Temporary Redirect" 2026-03-10 15:13:31,693 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/datasets/liamdugan/raid/865cac74188466cb0c3b7574a10204007b57a459/README.md "HTTP/1.1 200 OK" 2026-03-10 15:13:31,844 INFO HTTP Request: HEAD https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/raid.py "HTTP/1.1 404 Not Found" 2026-03-10 15:13:32,181 INFO HTTP Request: HEAD https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/liamdugan/raid/liamdugan/raid.py "HTTP/1.1 404 Not Found" 2026-03-10 15:13:32,393 INFO HTTP Request: GET https://huggingface.co/api/datasets/liamdugan/raid/revision/865cac74188466cb0c3b7574a10204007b57a459 "HTTP/1.1 200 OK" 2026-03-10 15:13:32,536 INFO HTTP Request: HEAD https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/.huggingface.yaml "HTTP/1.1 404 Not Found" 2026-03-10 15:13:32,795 INFO HTTP Request: GET https://datasets-server.huggingface.co/info?dataset=liamdugan/raid "HTTP/1.1 200 OK" 2026-03-10 15:13:32,942 INFO HTTP Request: GET https://huggingface.co/api/datasets/liamdugan/raid/tree/865cac74188466cb0c3b7574a10204007b57a459?recursive=false&expand=false "HTTP/1.1 200 OK" 2026-03-10 15:13:33,089 INFO HTTP Request: HEAD https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/dataset_infos.json "HTTP/1.1 404 Not Found" 2026-03-10 15:13:33,249 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 15:13:33,387 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 15:13:34,721 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 15:13:34,767 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 15:13:38,622 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 15:13:38,663 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 15:13:39,125 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 15:13:39,164 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 15:13:40,469 INFO Human texts : 1000 2026-03-10 15:13:40,469 INFO AI generators found : ['gpt2', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-10 15:13:40,469 INFO gpt2 → 100 texts 2026-03-10 15:13:40,469 INFO llama-chat → 100 texts 2026-03-10 15:13:40,469 INFO mistral → 100 texts 2026-03-10 15:13:40,469 INFO mistral-chat → 100 texts 2026-03-10 15:13:40,469 INFO mpt → 100 texts 2026-03-10 15:13:40,469 INFO mpt-chat → 100 texts 2026-03-10 15:13:40,469 INFO Total AI texts : 600 2026-03-10 15:13:40,470 INFO Train → human=800 AI=480 2026-03-10 15:13:40,470 INFO Val → human=200 AI=120 2026-03-10 15:13:40,470 INFO GeneratorScheduler: strategy='mixed' generators=['gpt2', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-10 15:13:40,470 INFO Loading paraphraser 't5-large' … 2026-03-10 15:13:40,615 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-10 15:13:40,757 INFO HTTP Request: GET https://huggingface.co/api/models/t5-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-10 15:13:40,901 INFO HTTP Request: GET https://huggingface.co/api/models/google-t5/t5-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-10 15:13:41,042 INFO HTTP Request: GET https://huggingface.co/api/models/t5-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-10 15:13:41,180 INFO HTTP Request: GET https://huggingface.co/api/models/google-t5/t5-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-10 15:13:41,322 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/spiece.model "HTTP/1.1 200 OK" 2026-03-10 15:13:41,608 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-03-10 15:13:41,766 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-03-10 15:13:42,334 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/generation_config.json "HTTP/1.1 200 OK" 2026-03-10 15:13:43,244 INFO Loading detector 'roberta-large' … 2026-03-10 15:13:43,388 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-03-10 15:13:43,527 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-10 15:13:43,668 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-10 15:13:43,803 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-10 15:13:43,943 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-10 15:13:44,271 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-03-10 15:13:44,421 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-03-10 15:13:45,141 INFO ── Warm-start: 5 MLE steps ── 2026-03-10 15:13:45,944 INFO [WS 1/5] MLE=10.1253 2026-03-10 15:13:46,571 INFO [WS 2/5] MLE=10.7840 2026-03-10 15:13:46,885 INFO [WS 3/5] MLE=8.5655 2026-03-10 15:13:47,207 INFO [WS 4/5] MLE=9.2858 2026-03-10 15:13:47,525 INFO [WS 5/5] MLE=9.5435 2026-03-10 15:13:47,525 INFO ── Warm-start complete ── 2026-03-10 15:13:47,525 INFO Starting adversarial training loop … 2026-03-10 15:16:10,234 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-10 15:16:10,237 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-10 15:16:10,237 INFO strategy=mixed human=1000 AI=100/gen 2026-03-10 15:16:10,237 INFO Active attacks: ['t5_paraphrase', 'recursive_para', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-10 15:16:10,237 INFO NLTK available: True 2026-03-10 15:16:10,237 INFO Fixes: ls=0.1 det_every=2 clip=[0.05,0.95] warmstart=5 kl=0.1 2026-03-10 15:16:10,237 INFO device=cuda 2026-03-10 15:16:10,237 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-10 15:16:10,237 INFO Streaming RAID 'liamdugan/raid' split='train' … 2026-03-10 15:16:10,237 INFO Filters → domain=None attack='none' generators=None 2026-03-10 15:16:10,493 INFO HTTP Request: HEAD https://huggingface.co/datasets/liamdugan/raid/resolve/main/README.md "HTTP/1.1 307 Temporary Redirect" 2026-03-10 15:16:10,530 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/datasets/liamdugan/raid/865cac74188466cb0c3b7574a10204007b57a459/README.md "HTTP/1.1 200 OK" 2026-03-10 15:16:10,670 INFO HTTP Request: HEAD https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/raid.py "HTTP/1.1 404 Not Found" 2026-03-10 15:16:11,011 INFO HTTP Request: HEAD https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/liamdugan/raid/liamdugan/raid.py "HTTP/1.1 404 Not Found" 2026-03-10 15:16:11,160 INFO HTTP Request: GET https://huggingface.co/api/datasets/liamdugan/raid/revision/865cac74188466cb0c3b7574a10204007b57a459 "HTTP/1.1 200 OK" 2026-03-10 15:16:11,307 INFO HTTP Request: HEAD https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/.huggingface.yaml "HTTP/1.1 404 Not Found" 2026-03-10 15:16:11,565 INFO HTTP Request: GET https://datasets-server.huggingface.co/info?dataset=liamdugan/raid "HTTP/1.1 200 OK" 2026-03-10 15:16:11,713 INFO HTTP Request: GET https://huggingface.co/api/datasets/liamdugan/raid/tree/865cac74188466cb0c3b7574a10204007b57a459?recursive=false&expand=false "HTTP/1.1 200 OK" 2026-03-10 15:16:11,855 INFO HTTP Request: HEAD https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/dataset_infos.json "HTTP/1.1 404 Not Found" 2026-03-10 15:16:12,016 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 15:16:12,177 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 15:16:18,311 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 15:16:18,359 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 15:16:18,811 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 15:16:18,851 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 15:16:19,369 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 15:16:19,409 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 15:16:21,249 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 15:16:21,287 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 15:16:21,718 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 15:16:21,757 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 15:16:22,205 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 15:16:22,243 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 15:16:22,676 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 15:16:22,715 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T151622Z&X-Amz-Expires=3600&X-Amz-Signature=26578909ef88644c7a529292fff5b93ce1b8e3b1243fc0a0c506d329d411658a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773159382&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE1OTM4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uDHiJMISiwQyjZKk1pqE765REqqT7R3gmcqn4yKWOm8mJTevLdlAGZeoCa7WJF6NlyLzlV1hn3p8j4UWYT1lW0iq2yAcq47Ydz-WvcbPDsobf6PRC4%7EN9SLOZXpN2eyVE0QyjkbKeWTYckiX6sBImU9XKLA0sWlzkUgPmFfa2HiazmlzmP38UKI8dQOw1K9s2QdpCmgjCX3LKtYPunxPbnfVmSWfSkRTmNMS%7Ez2f-FfKkxRL42tYykqCe0DcgyKh88fA-DkGx2t2gdRxPCojG8jmC0sw2Ytr4adYs5KlhCcKga5YHqIshjCHXpcaOmv%7Exa9XRwFxK50hXi7Lxf4w7Q__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 15:16:23,501 INFO Human texts : 1000 2026-03-10 15:16:23,501 INFO AI generators found : ['gpt2', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-10 15:16:23,501 INFO gpt2 → 100 texts 2026-03-10 15:16:23,501 INFO llama-chat → 100 texts 2026-03-10 15:16:23,501 INFO mistral → 100 texts 2026-03-10 15:16:23,501 INFO mistral-chat → 100 texts 2026-03-10 15:16:23,501 INFO mpt → 100 texts 2026-03-10 15:16:23,501 INFO mpt-chat → 100 texts 2026-03-10 15:16:23,501 INFO Total AI texts : 600 2026-03-10 15:16:23,502 INFO Train → human=800 AI=480 2026-03-10 15:16:23,503 INFO Val → human=200 AI=120 2026-03-10 15:16:23,503 INFO GeneratorScheduler: strategy='mixed' generators=['gpt2', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-10 15:16:23,503 INFO Loading paraphraser 't5-large' … 2026-03-10 15:16:23,650 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-10 15:16:23,797 INFO HTTP Request: GET https://huggingface.co/api/models/t5-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-10 15:16:23,934 INFO HTTP Request: GET https://huggingface.co/api/models/google-t5/t5-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-10 15:16:24,074 INFO HTTP Request: GET https://huggingface.co/api/models/t5-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-10 15:16:24,214 INFO HTTP Request: GET https://huggingface.co/api/models/google-t5/t5-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-10 15:16:24,361 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/spiece.model "HTTP/1.1 200 OK" 2026-03-10 15:16:24,636 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-03-10 15:16:24,787 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-03-10 15:16:25,335 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/generation_config.json "HTTP/1.1 200 OK" 2026-03-10 15:16:26,519 INFO Loading detector 'roberta-large' … 2026-03-10 15:16:26,668 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-03-10 15:16:26,806 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-10 15:16:26,957 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-10 15:16:27,094 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-10 15:16:27,235 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-10 15:16:27,558 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-03-10 15:16:27,704 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-03-10 15:16:28,129 INFO ── Warm-start: 5 MLE steps ── 2026-03-10 15:16:29,210 INFO [WS 1/5] MLE=10.1253 2026-03-10 15:16:29,547 INFO [WS 2/5] MLE=10.7840 2026-03-10 15:16:29,861 INFO [WS 3/5] MLE=8.5655 2026-03-10 15:16:30,178 INFO [WS 4/5] MLE=9.2858 2026-03-10 15:16:30,497 INFO [WS 5/5] MLE=9.5435 2026-03-10 15:16:30,497 INFO ── Warm-start complete ── 2026-03-10 15:16:30,497 INFO Starting adversarial training loop … 2026-03-10 15:38:05,271 INFO [Step 1/200] det=skip para=-21.6520 raw_rwd=0.3154 rwd=0.3154 2026-03-10 15:38:05,272 INFO per-gen rewards: gpt2=0.315 llama-ch=0.311 mistral=0.311 mistral-=0.316 mpt=0.330 mpt-chat=0.309 2026-03-10 15:38:23,749 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-03-10 15:38:23,749 INFO │ MACRO_AVG 0.2512 ◄ 2026-03-10 15:38:23,749 INFO │ gpt2 0.3325 2026-03-10 15:38:23,749 INFO │ llama-chat 0.1675 2026-03-10 15:38:23,749 INFO │ mistral 0.3450 2026-03-10 15:38:23,749 INFO │ mistral-chat 0.3250 2026-03-10 15:38:23,749 INFO │ mpt 0.0975 2026-03-10 15:38:23,749 INFO │ mpt-chat 0.2400 2026-03-10 15:38:23,749 INFO │ (prev best) 0.0000 2026-03-10 15:38:23,749 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-03-10 15:38:23,749 INFO │ article_deletion 0.3233 ▲ 2026-03-10 15:38:23,749 INFO │ homoglyphs 0.0158 ▼ 2026-03-10 15:38:23,749 INFO │ misspelling 0.2347 ~ 2026-03-10 15:38:23,749 INFO │ no_attack 0.2363 ~ 2026-03-10 15:38:23,749 INFO │ recursive_para 0.0504 ▼ 2026-03-10 15:38:23,749 INFO │ synonym_replacement 0.0738 ▼ 2026-03-10 15:38:23,749 INFO │ t5_paraphrase 0.0736 ▼ 2026-03-10 15:38:23,749 INFO └─────────────────────────────────────────────┘ 2026-03-10 15:38:28,063 INFO Detector saved → ./radar_multievasion/best_detector 2026-03-10 15:38:36,635 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-03-10 15:38:36,635 INFO ✓ New best macro AUROC = 0.2512 — saved. 2026-03-10 16:02:09,548 INFO [Step 2/200] det=4.4281 para=-136.6011 raw_rwd=0.3094 rwd=0.3094 2026-03-10 16:02:09,548 INFO loss components: L_human=1.008 L_xm_original=0.543 L_t5_para=0.489 L_recursive_para=0.478 L_synonym_replacement=0.499 L_homoglyphs=0.525 L_article_deletion=0.521 L_misspelling=0.473 total=4.536 2026-03-10 16:02:09,548 INFO per-gen rewards: gpt2=0.314 llama-ch=0.297 mistral=0.309 mistral-=0.315 mpt=0.309 mpt-chat=0.312 2026-03-10 16:27:57,264 INFO [Step 3/200] det=skip para=-52.9310 raw_rwd=0.3458 rwd=0.3458 2026-03-10 16:27:57,264 INFO per-gen rewards: gpt2=0.346 llama-ch=0.343 mistral=0.344 mistral-=0.347 mpt=0.348 mpt-chat=0.346 2026-03-10 16:38:15,646 INFO [Step 4/200] det=4.0379 para=-40.5783 raw_rwd=0.3591 rwd=0.3591 2026-03-10 16:38:15,646 INFO loss components: L_human=0.370 L_xm_original=0.442 L_t5_para=0.369 L_recursive_para=0.422 L_synonym_replacement=0.426 L_homoglyphs=0.394 L_article_deletion=0.407 L_misspelling=0.422 total=3.252 2026-03-10 16:38:15,646 INFO per-gen rewards: gpt2=0.358 llama-ch=0.364 mistral=0.354 mistral-=0.359 mpt=0.357 mpt-chat=0.363 2026-03-10 16:40:19,836 INFO [Step 5/200] det=skip para=-2.3365 raw_rwd=0.3098 rwd=0.3098 2026-03-10 16:40:19,837 INFO per-gen rewards: gpt2=0.309 llama-ch=0.310 mistral=0.310 mistral-=0.310 mpt=0.309 mpt-chat=0.310 2026-03-10 16:48:28,938 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-10 16:48:28,938 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-10 16:48:28,938 INFO strategy=mixed human=10000 AI=1000/gen 2026-03-10 16:48:28,938 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-10 16:48:28,938 INFO NLTK available: True 2026-03-10 16:48:28,938 INFO Fixes: ls=0.1 det_every=2 clip=[0.05,0.95] warmstart=5 kl=0.1 2026-03-10 16:48:28,938 INFO device=cuda 2026-03-10 16:48:28,938 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-10 16:48:28,938 INFO Streaming RAID 'liamdugan/raid' split='train' … 2026-03-10 16:48:28,938 INFO Filters → domain=None attack='none' generators=None 2026-03-10 16:48:29,185 INFO HTTP Request: HEAD https://huggingface.co/datasets/liamdugan/raid/resolve/main/README.md "HTTP/1.1 307 Temporary Redirect" 2026-03-10 16:48:29,223 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/datasets/liamdugan/raid/865cac74188466cb0c3b7574a10204007b57a459/README.md "HTTP/1.1 200 OK" 2026-03-10 16:48:29,371 INFO HTTP Request: HEAD https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/raid.py "HTTP/1.1 404 Not Found" 2026-03-10 16:48:29,777 INFO HTTP Request: HEAD https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/liamdugan/raid/liamdugan/raid.py "HTTP/1.1 404 Not Found" 2026-03-10 16:48:29,925 INFO HTTP Request: GET https://huggingface.co/api/datasets/liamdugan/raid/revision/865cac74188466cb0c3b7574a10204007b57a459 "HTTP/1.1 200 OK" 2026-03-10 16:48:30,070 INFO HTTP Request: HEAD https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/.huggingface.yaml "HTTP/1.1 404 Not Found" 2026-03-10 16:48:30,324 INFO HTTP Request: GET https://datasets-server.huggingface.co/info?dataset=liamdugan/raid "HTTP/1.1 200 OK" 2026-03-10 16:48:30,481 INFO HTTP Request: GET https://huggingface.co/api/datasets/liamdugan/raid/tree/865cac74188466cb0c3b7574a10204007b57a459?recursive=false&expand=false "HTTP/1.1 200 OK" 2026-03-10 16:48:30,626 INFO HTTP Request: HEAD https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/dataset_infos.json "HTTP/1.1 404 Not Found" 2026-03-10 16:48:30,787 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:30,888 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:48:31,790 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:31,818 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:48:32,246 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:32,273 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:48:32,664 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:32,691 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:48:34,854 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:34,882 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164834Z&X-Amz-Expires=3600&X-Amz-Signature=52f0589a2a77a0f18376f129eac344f12823df56d79df219c8ea791a56059728&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164914&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=iCa4I8zZpL-o%7EQvwKCa5eMli7HuzW-FvmVvr6D9NDMgaIQhu1Vn-9YONWVytTl2IbgpCUaLocq0M8idCpxqRLippI2ZU6EjUqaIxLtU7mrMOsWwzzV%7EdPD15PRHEdjhArjptV-m9Zq-bkL7IQgct2gByeaC8o8CcGUwoGXGXxAnMRV1G74hUYSaTy4c2WI2DqkolnoTK9naoHDK1DqQ1HcvxOk-SOhU4FRlGkDbAjyoZoe6AljxuufNt1Z%7EEgEwJenO%7Es9mUNnShgPC5AJ6k9rQkmAqvIZKl7EGo%7ECSr5OCtoTthQV0NZxLRvc3cXwAuXJUF6gWGKPUYCrwTP-EuDA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:48:35,280 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:35,307 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:48:35,737 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:35,764 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:48:36,187 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:36,214 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164836Z&X-Amz-Expires=3600&X-Amz-Signature=64ba0fb3b82944dfad9cb3e0f88ce25685fea606a7e2da8f706fcc944980e272&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164916&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=E53hRFcTDwAppJv37lB2xc%7Eyjvlxo2DX04mSwb9Il5VK3b8swJ%7EGKVKLXxUsNLkQqWhz9C5px3Q0D303vSQfEkEDtZnoW%7EJpWLhL5uHlC-lvMnhvZkUn0Worj0AGfN6TPWKUU68mYhwIyo-Pab6a0l9iHrsEKbTyp-9v2Ja86SdQuPFSslNXQnFTNDD8RuCiPszuhAd1pRkOPJXHyBCjTrzatTBY9VtH1w1p0wJrdj8-N%7EL0qv9g603aGUn0JH1k7AnaLNK6JmlpHitgXZa%7Ec%7EN%7ET-FC-5AOtJN-gTNjwcd6w%7EERexCB7A4CQ3jxad8xWHsu9LlM6KblA5bKZYSAow__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:48:42,246 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:42,273 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:48:42,660 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:42,687 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:48:43,076 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:43,102 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164843Z&X-Amz-Expires=3600&X-Amz-Signature=8b3cc9fd6536ab6eeb767c2be1e91497fa5e9b444c235cb617b7f2be2d7e747c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164923&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=LdOeimts8e3vZqbJ9cqJQgpF17pZTA6ys45Y%7EclX4eO23K25%7EOmPPDDDMrUV18%7EMy6BGotPqkvsBN2Jxkgyhl-K-39frN3yj7u9TAin8qau8HmO3oCRD%7EqvAJdC7cUZdESAgr98bjzfJuH1lLBtXIhwAC0M1brADCAFYJkD%7E0PSLeihgerHANUab-XPciwJhkb5cZOzHjYlcvWw%7EmRCkPAnuKariWMzHAOHJw4B4fdFgriHE2fnISSRafap1r6KHmqHf2IAV88d5wl%7EFoBcsXovoSOF4W-EU%7EoL-WlyQ9YewS3qVQRacVPU4klpPNkSTl0gBtJHkf5KhhMJMHQnrww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:48:44,824 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:44,852 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:48:45,262 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:45,290 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:48:45,708 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:45,738 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:48:46,178 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:46,207 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:48:47,965 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:47,994 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:48:48,433 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:48,460 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:48:48,822 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:48,850 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:48:49,273 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:49,299 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:48:51,007 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:51,034 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:48:51,498 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:51,526 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:48:51,946 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:51,975 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:48:53,651 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:53,677 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:48:54,095 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:54,121 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:48:54,540 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:54,567 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:48:54,988 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:55,015 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:48:56,740 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:56,766 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164856Z&X-Amz-Expires=3600&X-Amz-Signature=b098fd544980e399444b4703e278b94f81964ba5702db39bb7f82dabe97f8bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164936&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=fOeZU2NZ6ZtK1uS4LNagqtyR2zWXVB18ot9ee9d-d6GTWiHLjtAMXknsJoNt2uzkVbe1WHxkUbHWuPLCilzY0ax2a6yX%7ERNbKDph%7E2KblYrf0Qs6d2KjgObSCcUKCjgFTFybZGUWmvygTWqIp6oxAWoUxTA4jOWHofQvpwZD-K9yeG921ScVn5Rk-eW3rhIdaoq-DieIsVW6Mh9nUd7u8YmgB3CZn76ygqzm-ozz8ycuyot9AhIKM-yP2RSGv6pow1ba6udrblalHkGqTl5IVyJcf21bU-A1q5jGsZivqfZmLjVVhX-hLa7RzbUhi8bX96mpa9oVCkWIsFNpGuigig__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:48:57,158 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:57,185 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:48:57,580 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:57,606 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:48:59,334 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:59,361 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:48:59,954 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:48:59,981 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:00,350 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:00,377 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:00,782 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:00,809 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164843Z&X-Amz-Expires=3600&X-Amz-Signature=8b3cc9fd6536ab6eeb767c2be1e91497fa5e9b444c235cb617b7f2be2d7e747c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164923&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=LdOeimts8e3vZqbJ9cqJQgpF17pZTA6ys45Y%7EclX4eO23K25%7EOmPPDDDMrUV18%7EMy6BGotPqkvsBN2Jxkgyhl-K-39frN3yj7u9TAin8qau8HmO3oCRD%7EqvAJdC7cUZdESAgr98bjzfJuH1lLBtXIhwAC0M1brADCAFYJkD%7E0PSLeihgerHANUab-XPciwJhkb5cZOzHjYlcvWw%7EmRCkPAnuKariWMzHAOHJw4B4fdFgriHE2fnISSRafap1r6KHmqHf2IAV88d5wl%7EFoBcsXovoSOF4W-EU%7EoL-WlyQ9YewS3qVQRacVPU4klpPNkSTl0gBtJHkf5KhhMJMHQnrww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:02,516 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:02,544 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:02,890 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:02,918 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:03,311 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:03,339 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164903Z&X-Amz-Expires=3600&X-Amz-Signature=228b089ee4e8da375a115e1a81344059fd7bbb3532d81ad77c0fb976b1a1ae17&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164943&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ey2ICn-CEt229scXoJixqP2HyinKCnNPMJd3a1pehyRjGqSL8vEl13AisXavlH-rMwl0j8nu2bVQhiLKuCtEtE3OSvkyHc1P%7EyjluVn7cTDUDJ4D1ALipFzY4ExUECVK8kRFvkwa2vDvzxu%7EFkdIM8EcjYd91OXWPHyGf2iThsLpexWctnxlxMEN5PLuLmEswYqldUHciIjn46450KfVgTpUi4bswmNThI1MrvqkOQmMw1cQGJWX9XEzXTUsl9BdmmvnievVWs1-awvOz4bBooYS45ifFQxu%7E006bRsdUObcUDeLlnsHnZ8opEQqSemvz2T2c9TTryX9ckw7MDF0%7Eg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:05,039 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:05,066 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:05,438 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:05,465 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:05,843 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:05,872 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164904Z&X-Amz-Expires=3600&X-Amz-Signature=9658fb7bc1163bb7c6e86b6016f5ee0a99ac5c424163e25c315113c97c0c429f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164944&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uit2GOG9tDlzgtZGuDBRSwu9VT8mYBZJNpNPpLgKug0mi3IFWANzXcWAArQYjUpulhhz2duyXVXquDLicViP8XkyX7G3qgcS3NjgAeJm2-Pj2taP3h0ANpEmhx0adbgV4HzMjcS7-TUtqio7jRXbq4dlxFzWM9ysufCUMMHbaz6D5gnNz7Y1f25FNYkYlXNuIJsNd7rVwi1w%7EWf-rNv%7ET-O6gjvFpyNlPmUyLkk2yqYjihWozifa%7Ey6Sv5srl8d6oXYkxRLJp3hS4nhfeDRFHjXazTzPxPZCTE0fYKB%7EOD76dBZJ4aY-yZn8Tq4zt97LcC6dmw3UH8wEOqojkOdfuQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:06,233 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:06,260 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164856Z&X-Amz-Expires=3600&X-Amz-Signature=b098fd544980e399444b4703e278b94f81964ba5702db39bb7f82dabe97f8bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164936&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=fOeZU2NZ6ZtK1uS4LNagqtyR2zWXVB18ot9ee9d-d6GTWiHLjtAMXknsJoNt2uzkVbe1WHxkUbHWuPLCilzY0ax2a6yX%7ERNbKDph%7E2KblYrf0Qs6d2KjgObSCcUKCjgFTFybZGUWmvygTWqIp6oxAWoUxTA4jOWHofQvpwZD-K9yeG921ScVn5Rk-eW3rhIdaoq-DieIsVW6Mh9nUd7u8YmgB3CZn76ygqzm-ozz8ycuyot9AhIKM-yP2RSGv6pow1ba6udrblalHkGqTl5IVyJcf21bU-A1q5jGsZivqfZmLjVVhX-hLa7RzbUhi8bX96mpa9oVCkWIsFNpGuigig__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:07,958 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:07,985 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164907Z&X-Amz-Expires=3600&X-Amz-Signature=aac0613fdec64253032fafc479236254c538fcd492ab9db878971b6f3ef4e995&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164947&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=k-jTgMm0HsHqTt9QEy8vIY0KrvCPMl423iG%7E7WOfjkXNR9QGTdu5NSL78fBEsgLoeetvpWn-t7mLP7UsT9ugwFFgkiGvu-RrekLMwW8kc7boFgZvcQTb8sDbhrB-BtqGLG7wzWy1ffNIQOcJi9QlBRdI33PaJ9GrziKVbdtAhvbMnczlFMyOzg7Ezz9yH5cObsRu%7Esxx6j07UTXlKcUs7mJshfEcQqyz9Rk2U9JqxaAS-QwvZ%7E9Gm8DrGGdMWjQT9ZyaWUhe0Bq-YzKLNkj42DF6DG7%7EWTgUjxmnBP3kOkE5keyx6rXeRhK7qzn-KX1PL4hJkSoE6o-tRcLU1IFMBw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:08,364 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:08,392 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:08,750 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:08,777 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164908Z&X-Amz-Expires=3600&X-Amz-Signature=20f22178c452ca04cebc9b2011c34c84d98af83da0acaf893c0d03dabb013fa3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164948&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=p6MrMBKhN%7Ez1fJ-QRTkx3BAZ-UCIeMtbvf%7EV3Oz%7E4QiKhypYeoiaicczwZSlD-pRQBLWw%7ENq7u%7EPRMqhRoKpymjlZSMDHpFhmIWGpMWGJ9bqXDSRUSOJSU8hWbfRaVElZiOhjf1pgkkug-U6ldsgOZrS9pOepBpuoadEyRuqiUX5CM8poDpxQL7qiXJlEZ%7EvMIXVQkCOVQophMW3eC8LDz9-3bQZeWOMiXE1OhjSVw4n6r2cTgYHnrj2uhs7utwYhOTSQ1fts5tQwPuBX4cibIZ20KdPmpih43EL%7EibhGXvEEOo1Won6kCkkls1FJgHnsfEIAB-DnecPQ52E1it4bw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:10,422 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:10,448 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:10,830 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:10,858 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:11,231 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:11,259 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164911Z&X-Amz-Expires=3600&X-Amz-Signature=5b0f708b22e568efd4e49bc642f073030c3a54f6f04ee91639200fc52503810c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164951&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Cmqx2UJJ9pvpvFe4X72TN5bqATvAkROk-WJYTevB1G9ahGOrIuHKaUSJPyplm1Cxm78nzEOSYXCQkkg66ZeFmlyHo4CqRjZgIXTAH%7EBYQ-GAtWvWoZqc8hOgpJRN9BU0JkxnCvVagI3MD0squGU8XOon9hNUBc3022tU6iFbG4jkFHFROcpnIl-bh0pQPRnZOOlCIRUAL-OVFVPnWlT9UFVT8VE6BibxJfBLd9qsKR50tzw-L3Q2I850gS4TdRKTNvYtsSxd2cqhWYdQImSxZjtwUmB62a6rmZ5SuwpKQAn1A34kjeQjxCZGhHeNYmxaXkyDehsywLMBjiP955OsUg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:12,930 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:12,958 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:13,539 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:13,568 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:13,901 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:13,930 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164847Z&X-Amz-Expires=3600&X-Amz-Signature=1a7270a4eb00fe9cda5646ffebe9e3a02e336f79aba64e0c073eac935171d677&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164927&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZqAyEpKJXF3Q8zGf3kr1emFj3aNO7zQefGyrv7W0g%7EiH7uzwsH2Zkwcm9aiSzn84v4mDgYqk-ZlfJRVX1hMMwBYDl22XRcvMrOE2RQmoTbZKV8m4NDZYJvxzjxSxS0Wt27yNpwUBEeNuQkLm-J1CPwcrRmpex2Qq-0JamhNLnTDb92U8uu2OI9nrLwG-s55REgtQxuPNAUQAd05%7Eo%7E29IWR-IXYZ5xUJ3UpKcDWgy2fVPbVrObt9laKJXDBECE0t1JBMi2j0vT2ebNkV2fKgvN7RU6kPPrOJoLrVrpfN1BAqyk3r9hgl%7EXJa2dEkO0fm8y3%7EWaKUuyyQUpkpavtcUA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:15,578 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:15,606 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:15,961 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:15,988 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:16,344 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:16,372 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164910Z&X-Amz-Expires=3600&X-Amz-Signature=7d796df1f99337c9382655ee00a0d8f2fa90c55a6cb30895450850855c6bcc1c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164950&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vN-Ggabl0DGtdHFkE5Clm606imHbEOHGm1MniPE7Rxpks3KYXgDgx40%7EZ8B%7EK9Y-D2pl7gCulBnTz4I3%7ElrS0h3MvOzj0jLi3096N2yL5Ma%7E0n%7Epb3H-PuQ-o-SvLVH9VLyclTqM0RA68JZ232x8hAAjVPVtymJJ1JyrTE5SAT01F5UZOA6s4oQsRYHXR%7Ejy%7E3RJsZLXYwGrX%7EaVCwRf3CDkvGSCLWE0T2B5T-IVKb27BAgzYpU6pSyU0TRaX02zgFAskKB6YFqlF8eC5FVUFi6l21emo8IebNW4MQypVTtMRILJOSLfQqCKp8JRb7QHWIn3zAtWE8SqmzWlv11YTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:16,736 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:16,763 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:18,450 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:18,479 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164834Z&X-Amz-Expires=3600&X-Amz-Signature=52f0589a2a77a0f18376f129eac344f12823df56d79df219c8ea791a56059728&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164914&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=iCa4I8zZpL-o%7EQvwKCa5eMli7HuzW-FvmVvr6D9NDMgaIQhu1Vn-9YONWVytTl2IbgpCUaLocq0M8idCpxqRLippI2ZU6EjUqaIxLtU7mrMOsWwzzV%7EdPD15PRHEdjhArjptV-m9Zq-bkL7IQgct2gByeaC8o8CcGUwoGXGXxAnMRV1G74hUYSaTy4c2WI2DqkolnoTK9naoHDK1DqQ1HcvxOk-SOhU4FRlGkDbAjyoZoe6AljxuufNt1Z%7EEgEwJenO%7Es9mUNnShgPC5AJ6k9rQkmAqvIZKl7EGo%7ECSr5OCtoTthQV0NZxLRvc3cXwAuXJUF6gWGKPUYCrwTP-EuDA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:18,847 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:18,874 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164904Z&X-Amz-Expires=3600&X-Amz-Signature=9658fb7bc1163bb7c6e86b6016f5ee0a99ac5c424163e25c315113c97c0c429f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164944&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uit2GOG9tDlzgtZGuDBRSwu9VT8mYBZJNpNPpLgKug0mi3IFWANzXcWAArQYjUpulhhz2duyXVXquDLicViP8XkyX7G3qgcS3NjgAeJm2-Pj2taP3h0ANpEmhx0adbgV4HzMjcS7-TUtqio7jRXbq4dlxFzWM9ysufCUMMHbaz6D5gnNz7Y1f25FNYkYlXNuIJsNd7rVwi1w%7EWf-rNv%7ET-O6gjvFpyNlPmUyLkk2yqYjihWozifa%7Ey6Sv5srl8d6oXYkxRLJp3hS4nhfeDRFHjXazTzPxPZCTE0fYKB%7EOD76dBZJ4aY-yZn8Tq4zt97LcC6dmw3UH8wEOqojkOdfuQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:19,236 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:19,264 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:20,984 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:21,012 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:21,377 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:21,404 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:21,784 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:21,811 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164921Z&X-Amz-Expires=3600&X-Amz-Signature=9160e1be6f1fc5b8479b633f5d135954745d9d65fa01a9bdbd2a311560e93f25&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164961&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Dw-MaGIEKUlJhcil5BvERw6IusxhkiGePhgU6XH8inCxxEa42ktZg2GjVJ8Dzq06JmtRavEIc2d3u81OFoF3Q4YIodw-nLbTdJjQw1gGtbXGS6xwDYAB30RqRMpZPQ%7E4nQLltWzZ5z8b97hmuoepAlHdjlpOlRUvoJBk5WEAN-%7E48ECktVjosXdoOdYysjHiyBZa%7E5-UvOgA0XBHsLunMnSYD2Cv65N6geb7jmx%7ElHHVlBz0UDyP3pCUgW8GwlgKupP6oq4-P859o%7EiK-qvm-u4Ud1dtAwKmfm%7EKimZ8Z8uol-1hujvRa1kgvzyqUyg%7E47-7ef9DWLFyRSjCQF8rTg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:22,186 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:22,214 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164922Z&X-Amz-Expires=3600&X-Amz-Signature=0ef9f98eae63daf38e7cbd30eb36b2b3b992f78c48eb06f089df450889fd9771&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164962&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qqb0xNSHKl%7Exm7lSTlkZux6I-zFigiR4q6C0a5sV7d%7EKB71pNy8soWVxnHRjb4ujuCYpu5JqGEO%7Echmji47jhu8NF3yFwGA9TPqM5OneWIvA1P1sBLNO9pPVEoFKDIzxm4hvxIm6J%7EXdwbPM4pysT%7EylmKtjpxlnyRmLc3aAyNkTImLgEJvW67ZAJ7dBY7KzESXO4HHvPh4jMtKqw-LiIE0CuInU2pQDvm40VYVSoTI7GINgt4qr5y7ysAehZ1I4PmvJwSaPr9KupTIGQpYugtEhhd--GMO1qOHLh0XPt8IYwTA8GNuwOZlv7EdkOFjEL7fq6md8wzeth%7EKsfFRI7A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:23,970 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:23,997 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164903Z&X-Amz-Expires=3600&X-Amz-Signature=228b089ee4e8da375a115e1a81344059fd7bbb3532d81ad77c0fb976b1a1ae17&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164943&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ey2ICn-CEt229scXoJixqP2HyinKCnNPMJd3a1pehyRjGqSL8vEl13AisXavlH-rMwl0j8nu2bVQhiLKuCtEtE3OSvkyHc1P%7EyjluVn7cTDUDJ4D1ALipFzY4ExUECVK8kRFvkwa2vDvzxu%7EFkdIM8EcjYd91OXWPHyGf2iThsLpexWctnxlxMEN5PLuLmEswYqldUHciIjn46450KfVgTpUi4bswmNThI1MrvqkOQmMw1cQGJWX9XEzXTUsl9BdmmvnievVWs1-awvOz4bBooYS45ifFQxu%7E006bRsdUObcUDeLlnsHnZ8opEQqSemvz2T2c9TTryX9ckw7MDF0%7Eg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:24,622 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:24,650 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:25,037 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:25,064 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164924Z&X-Amz-Expires=3600&X-Amz-Signature=1a53b0f7acdb736bfe01f4286cbb84faad56abc8878ee3673e08e118a3b7ab3c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164964&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ORwFy65TRAwZjsWcXcOGDem9Sazqd2Nt1qUNN5o99ywG9Q63ZYEj6Jk3A703%7Ee0H1oQT2JQ87EjGTgtFsvzbjc9UAVrpzfLPYc5bciZJOSvEnGCvRefzAGabGPkdfIO6Zic06KSy4-cR7cDd97Iol5jKlr%7EEM1Ime72ZE0p%7EptarJn9GdtsbXwont3e2vZSW3NSGytF7YMixFGWI1Uk9cv30T%7EVMQJz4cQ1hoyrDm4xdEsImnUu1g4LsECnjQE2Zd4GgdkY86MyKGBx-9qhZ6NC0JXIOkvs1h%7EsSQ%7EFNuTq3YnWhCBU7cKtqN6J8mkEGasuLczTjdzcqqt9mPj9Qhw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:26,765 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:26,794 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164926Z&X-Amz-Expires=3600&X-Amz-Signature=44f67da82abd048d8f1be759caa5365112719b3561e8c1c712cd744d02bb717a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164966&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=jxXe2l%7Ef5PmduF7IyXap1k1HzYVzq9YxsQYqzAz0OGBk5S-XOTQ4RuZ8kIOofahzny3O2yBec-ash%7EC4X1s5qr4SZWO-g8cbKhxu1txqdrEx8AQ6Okjmc67eYyFgMY%7Eko1-Sc7SUSVsjTlW-LLVUQQZLQFxOGMUljTwhGCgZBxpYcdGl%7EyWaGBEsKrbpKPY0wU%7EX4D5gyt4jM90n%7E9kDbHH9wLAGujh56ZJAYVGa%7EkLRbrlfA%7EL9%7ECjYNXd0l9%7ETfBJjJUVU1q-cWtulo9yu%7ElRxkzpwBCyZbJ1ZbOZbCsJguTvMxsM0ID58NQl2tUQR1d5w4FTj4MJSjjnH8yY5jg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:27,166 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:27,195 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:27,607 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:27,635 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164927Z&X-Amz-Expires=3600&X-Amz-Signature=aa66129c869ed1df67475fc33167228c2377e2bceb3d52ffb023b019d0223ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164967&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MLxfOfva9ER5O%7EtpqiCBdv1gpyO5Si7TpPGmGRN9xy6bILPCvyWEmB4ZDo8Z5S8wf1bWSFrdoQsQ519hYVmHnCwNJ3WOVsY-YJFzOpDDZcAGodtNW9dQ5fX3fbs%7EuQYn9a62nbSp%7EUGqdJLD2%7EYg5zublogyVLXDgD1%7EjXL8kPp4xheD%7EhJaP5vXPPWKKZW66nVBrEXh9tIPlDuR7a2auw8amK1WYFlS6RCuo5Un6b75adwiCHU85-zWpJU%7E3Crm4QPgFcRLtUWer-TNUxNIcO9DcOjGd7Qnnthw7wjZA2V-X7jWO73ktg0EBbm11DkS%7Ed0oD9xu%7ENHkL5-8lLBHQQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:28,029 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:28,054 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164922Z&X-Amz-Expires=3600&X-Amz-Signature=0ef9f98eae63daf38e7cbd30eb36b2b3b992f78c48eb06f089df450889fd9771&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164962&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qqb0xNSHKl%7Exm7lSTlkZux6I-zFigiR4q6C0a5sV7d%7EKB71pNy8soWVxnHRjb4ujuCYpu5JqGEO%7Echmji47jhu8NF3yFwGA9TPqM5OneWIvA1P1sBLNO9pPVEoFKDIzxm4hvxIm6J%7EXdwbPM4pysT%7EylmKtjpxlnyRmLc3aAyNkTImLgEJvW67ZAJ7dBY7KzESXO4HHvPh4jMtKqw-LiIE0CuInU2pQDvm40VYVSoTI7GINgt4qr5y7ysAehZ1I4PmvJwSaPr9KupTIGQpYugtEhhd--GMO1qOHLh0XPt8IYwTA8GNuwOZlv7EdkOFjEL7fq6md8wzeth%7EKsfFRI7A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:28,462 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:28,488 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:30,375 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:30,402 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:30,796 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:30,825 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:31,206 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:31,234 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164903Z&X-Amz-Expires=3600&X-Amz-Signature=228b089ee4e8da375a115e1a81344059fd7bbb3532d81ad77c0fb976b1a1ae17&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164943&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ey2ICn-CEt229scXoJixqP2HyinKCnNPMJd3a1pehyRjGqSL8vEl13AisXavlH-rMwl0j8nu2bVQhiLKuCtEtE3OSvkyHc1P%7EyjluVn7cTDUDJ4D1ALipFzY4ExUECVK8kRFvkwa2vDvzxu%7EFkdIM8EcjYd91OXWPHyGf2iThsLpexWctnxlxMEN5PLuLmEswYqldUHciIjn46450KfVgTpUi4bswmNThI1MrvqkOQmMw1cQGJWX9XEzXTUsl9BdmmvnievVWs1-awvOz4bBooYS45ifFQxu%7E006bRsdUObcUDeLlnsHnZ8opEQqSemvz2T2c9TTryX9ckw7MDF0%7Eg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:31,619 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:31,645 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:33,614 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:33,640 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:34,025 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:34,053 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:34,434 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:34,462 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:35,059 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:35,087 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:36,974 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:37,001 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:37,395 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:37,422 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:37,821 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:37,848 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:38,243 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:38,272 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164920Z&X-Amz-Expires=3600&X-Amz-Signature=87fd528b97f0eebf5715221db1ef194ea14cc352a874ca1f94971b32cb27fb0d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164960&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=KWOp2dImaZUtVrbVzDFysXphEs39fFqtWBo2LRoIbGW9b3uiyOPUrVR6FHsHqQIw41zz2fQnvK5PrrE-joePkuDT0jdN3X1sAHf7Lx%7EiWUy1RLcxBlE036UoRXDqKqQnHuQMBCjxG2ISA2Fjl2s6OoLEan8UtNbFjbE4rmtjF8awEZLbhmQ7RR2ekDQpfvdq2D2w39sN5jNcKPyApQK1MmHSJ5hL-SM1NuJOqadr4FcGshk3hUflrgvBzZJISW6fCEUW8G4q%7El1ZOpJJ59VUHgGaqL7nJuyn44L1pnvVK5GsAyxQtHROnaeR5QZPuYvlVAPrz8-qSErxwstJ1j0HmA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:39,974 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:40,003 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:40,376 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:40,404 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:40,780 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:40,808 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164940Z&X-Amz-Expires=3600&X-Amz-Signature=310c7bcd2db700084b82dce4d141b4412aa90f4e4dc4ff26bb517785812cbca3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164980&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=P9iYn0qfBeIaF6rVqK0gnrRDR2VTqQa36ObsIeijRaNOpRLcCNKaW8u415y6qrjo6zBnQcwCpijnLMJJioEty7THWL4KuC0I1cetgr%7E3zMI0PbFvqI1mEeqIy1pHEzQFW9dsfcLpowFk0wc8LYyfIxnF4RqnejRUBNNvN9vXENZmreF7JWlGrSwbGDmLpEj3JNzdU-c1OSnAj6wyStkBEWV0OtYaDMhtKOC3qPCWG6DV7OZlRXXWyswGQBpPoZPkYqPjtYzVLldglQe8A%7EgUaE2q4dconqvW3-i-74zIQCMdzZ0kbOEsalvSPXZ7NSAFgIYI3pGEcIGl3GmADKHlbQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:42,490 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:42,516 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:42,936 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:42,965 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:43,314 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:43,342 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:43,725 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:43,755 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:45,456 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:45,484 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164945Z&X-Amz-Expires=3600&X-Amz-Signature=d871f9ec5eb0a103c5ae8c01f5dde59a4035fc91ba1f9fe6ce9eef304485b5ad&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164985&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=WHVuv53ZVTcW3XfnyRZH-2FTIx6xVdbUAojvx6H99XOmwjFfmy6STct67RnHxMw0LmA1HqPWcan7udLXZGV9T3Q1k754OOw8PhUtJM0ynXRLE%7ERS62%7E4GQpbonrm20%7EPxX9s8IMTOUSH3a6C6Xrti0M6wzX6GCCZFtRf4R3mzZK87QsNVw96aykjHYytY2wnRxidlL5UaDVFGl6Jr67tPAT-maW95YBoSbPum9-YxwGmBaBAUi0jbEYLacAsbgtBlFNCjSB3NZPps3FWeFUaB5s-89KgvDbkSEZtwxH0QcCfq1UY1Ak62HXoiFcgtULJHcuAkbWv3W08cSa5bkYM1A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:45,858 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:45,885 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:46,229 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:46,257 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:46,626 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:46,654 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164946Z&X-Amz-Expires=3600&X-Amz-Signature=d201c252ff82b15e08318ad752d2bede31b87efd6d20c64e7f2bdf32cb956c97&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164986&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=R7KilVJxDsxFZpscSdDLDFnOE2pgfrPqLgaJNXrss-SerwcOJiiXWDjn-aMXbdJ3G1exoVxzszI5sZPfu3sey3YvVCMZRHHKwm-9FSW9DJXpfOxvCwmwxy7UgVJoEbzuWZqbbKKuySAeLTx6Twa%7EFjUeSUwEoa1OhubyVlK0yYTRwVa6NNIP-06qPjzUNdgYfVB7EP-dgBhlSLjWbuyJ3PwkOwhOZSlXeYAzkZDf%7Eiw0bzlacCPSEWZRo5MVwhRadQmghskcREXpMVWZVuIi124xrD8lPkJ1jVWVfC-qq7ymaPMuuZMuGc6dqE9-1Gsb8zHmFn7H9LjScutf-KT2Ww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:48,411 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:48,437 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:48,810 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:48,843 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:49,184 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:49,211 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:50,904 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:50,931 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164926Z&X-Amz-Expires=3600&X-Amz-Signature=44f67da82abd048d8f1be759caa5365112719b3561e8c1c712cd744d02bb717a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164966&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=jxXe2l%7Ef5PmduF7IyXap1k1HzYVzq9YxsQYqzAz0OGBk5S-XOTQ4RuZ8kIOofahzny3O2yBec-ash%7EC4X1s5qr4SZWO-g8cbKhxu1txqdrEx8AQ6Okjmc67eYyFgMY%7Eko1-Sc7SUSVsjTlW-LLVUQQZLQFxOGMUljTwhGCgZBxpYcdGl%7EyWaGBEsKrbpKPY0wU%7EX4D5gyt4jM90n%7E9kDbHH9wLAGujh56ZJAYVGa%7EkLRbrlfA%7EL9%7ECjYNXd0l9%7ETfBJjJUVU1q-cWtulo9yu%7ElRxkzpwBCyZbJ1ZbOZbCsJguTvMxsM0ID58NQl2tUQR1d5w4FTj4MJSjjnH8yY5jg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:51,295 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:51,326 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164951Z&X-Amz-Expires=3600&X-Amz-Signature=146ed1281884a4e6e2b5009c86ab59907b57acb0354ea873f2f032132be83d1d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164991&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=U3PFdTaPhqPoMohi3mGoyl1dCb4KS3x0u4JsgNrOn0idctpoOrx778pIDxFt-rNQVRL8V9g1E5Sn3F4UGxoR%7Eg3KTxLEydCUZ8AqUAP1YM0KMNBJ2QJX%7EyExfWrVtnSxoJ55hv0FcM5C535WGfj2qb97FkRznNmAQunvZfkmDGwb3HJbtq%7EgWJqR4aKfLJ3F3ULT9iBwx0o-grsW%7E6agjFCVklgJv2u4GRkJSebh%7EF5Y5yKqJKdKEbmox-CHsEzmOPlZV6-PsAO4FnlacRONNALTsnbXO5%7E2Tf1gNFEGx8s4Pcm061V8gAC9qzvQZItSwEygSinu9YCQdF4rdb1BLQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:51,685 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:51,713 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164946Z&X-Amz-Expires=3600&X-Amz-Signature=d201c252ff82b15e08318ad752d2bede31b87efd6d20c64e7f2bdf32cb956c97&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164986&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=R7KilVJxDsxFZpscSdDLDFnOE2pgfrPqLgaJNXrss-SerwcOJiiXWDjn-aMXbdJ3G1exoVxzszI5sZPfu3sey3YvVCMZRHHKwm-9FSW9DJXpfOxvCwmwxy7UgVJoEbzuWZqbbKKuySAeLTx6Twa%7EFjUeSUwEoa1OhubyVlK0yYTRwVa6NNIP-06qPjzUNdgYfVB7EP-dgBhlSLjWbuyJ3PwkOwhOZSlXeYAzkZDf%7Eiw0bzlacCPSEWZRo5MVwhRadQmghskcREXpMVWZVuIi124xrD8lPkJ1jVWVfC-qq7ymaPMuuZMuGc6dqE9-1Gsb8zHmFn7H9LjScutf-KT2Ww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:53,383 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:53,409 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:53,773 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:53,800 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164953Z&X-Amz-Expires=3600&X-Amz-Signature=f7fd3c7a222c306acb7d3364c5ace3e38bf742b1e02c56ad89843c110bde2fe9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164993&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I1ZH%7EaLFC5S%7ECKITvLatHMxqti-jdWRyaJaIJQwPqns46Ie3xgZbyxhqbfo3u5aoWfTWRYIuC4VjYmloAY1BYleDqDQugYEjr42989crrBJdKwRLrIt9APPRwS1tD-vDbUtK0k-8ZtyphHZQtD-l7YgdJhnPQx7TZpw5uDKbHHrU5TQBy0clVj1CpApmIKorjZH5HvFKi9mgmmHqQ1ndk-UYZFGQpgQqSMpvKLr456h96EtcH7cnSQLFwEPinOXwF2YPkvcnmj7HMQ1KPog%7EBvZgQswj1KHacj3EXCxIUFh%7EEtp9N4ge1g5TOVRn8tIVY15qUwFKY-VZbng3XOtkrw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:55,390 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:55,416 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:49:55,980 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:56,008 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:56,375 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:56,403 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164956Z&X-Amz-Expires=3600&X-Amz-Signature=4f4fb625970267852cf4bf6866a8f08b18a7cbc778ecefb247352acaf59f80db&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164996&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=cgbu5soHeq5wKWJWSOEcI6NX181xCUaRdYKEeUco8VaaIgikuYpYbVF36eXJ4%7Eqgh94ccZLMYenH3jBM3kzYVp003Kr2%7E8kZKmCMZYtOaRGYqB8%7EMoC7ZP-QSmcE5HfMthWBmOvbnRX0m2JfUDdvhJr9rYaVCF6SRBL9WT1cZn-7fQ%7EhrBLx-iiVZjYoWHDqRHC8DPSSGslmQdappt%7EyPibS5UKuxRd6QAGbuTOj1DHhkvxkse5CGFP%7ELC1jpFiIm082FPVxgcG1DOhnC88ml7T4rITJVjxFQS44JYv0Pwf2zJaGtdtfl8F0JjDxqVf91o2cNMjN1tds60r-ySJhGQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:58,016 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:58,043 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164956Z&X-Amz-Expires=3600&X-Amz-Signature=4f4fb625970267852cf4bf6866a8f08b18a7cbc778ecefb247352acaf59f80db&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164996&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=cgbu5soHeq5wKWJWSOEcI6NX181xCUaRdYKEeUco8VaaIgikuYpYbVF36eXJ4%7Eqgh94ccZLMYenH3jBM3kzYVp003Kr2%7E8kZKmCMZYtOaRGYqB8%7EMoC7ZP-QSmcE5HfMthWBmOvbnRX0m2JfUDdvhJr9rYaVCF6SRBL9WT1cZn-7fQ%7EhrBLx-iiVZjYoWHDqRHC8DPSSGslmQdappt%7EyPibS5UKuxRd6QAGbuTOj1DHhkvxkse5CGFP%7ELC1jpFiIm082FPVxgcG1DOhnC88ml7T4rITJVjxFQS44JYv0Pwf2zJaGtdtfl8F0JjDxqVf91o2cNMjN1tds60r-ySJhGQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:58,386 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:58,413 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164910Z&X-Amz-Expires=3600&X-Amz-Signature=7d796df1f99337c9382655ee00a0d8f2fa90c55a6cb30895450850855c6bcc1c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164950&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vN-Ggabl0DGtdHFkE5Clm606imHbEOHGm1MniPE7Rxpks3KYXgDgx40%7EZ8B%7EK9Y-D2pl7gCulBnTz4I3%7ElrS0h3MvOzj0jLi3096N2yL5Ma%7E0n%7Epb3H-PuQ-o-SvLVH9VLyclTqM0RA68JZ232x8hAAjVPVtymJJ1JyrTE5SAT01F5UZOA6s4oQsRYHXR%7Ejy%7E3RJsZLXYwGrX%7EaVCwRf3CDkvGSCLWE0T2B5T-IVKb27BAgzYpU6pSyU0TRaX02zgFAskKB6YFqlF8eC5FVUFi6l21emo8IebNW4MQypVTtMRILJOSLfQqCKp8JRb7QHWIn3zAtWE8SqmzWlv11YTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:49:58,775 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:49:58,802 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:00,479 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:00,506 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165000Z&X-Amz-Expires=3600&X-Amz-Signature=265567c42d4d3684b8d90591704f9f16f83020b48b0d5100aa75f11afe3d430a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165000&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=q6u3CGwZXTLZ4tYbtx9DyN1tRCIRZi6wSeK3a8pCQuitQkFPuiEPGQYs3Wm5PbfV3zxKUh38P61p76TcQApnmLMGGYx0MqYv38UcLrlznQaw%7EMaepktsG%7EB43oL5WldIzhoqSxNO5KLINB0I8UAhkIAPtcH7hb51Aio5VGNEWMBKfMleobg10wVUG9CQRBCZm%7EO4PzSeMHZ82I%7Eb5sTBk6tiMYvO1%7EmEqleODWOSswCF7BpXJuXgd0Bx8nVVK27KSWsetIScidCRZZVuO-WN1zLXlEaasCb4Z1J7KoGVXTT5Dd0ihFPOS0niGGDmwvtAYrL8HJP4lt22zCfruXDJwA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:00,854 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:00,881 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:50:01,241 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:01,267 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:02,903 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:02,929 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:03,324 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:03,352 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164856Z&X-Amz-Expires=3600&X-Amz-Signature=b098fd544980e399444b4703e278b94f81964ba5702db39bb7f82dabe97f8bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164936&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=fOeZU2NZ6ZtK1uS4LNagqtyR2zWXVB18ot9ee9d-d6GTWiHLjtAMXknsJoNt2uzkVbe1WHxkUbHWuPLCilzY0ax2a6yX%7ERNbKDph%7E2KblYrf0Qs6d2KjgObSCcUKCjgFTFybZGUWmvygTWqIp6oxAWoUxTA4jOWHofQvpwZD-K9yeG921ScVn5Rk-eW3rhIdaoq-DieIsVW6Mh9nUd7u8YmgB3CZn76ygqzm-ozz8ycuyot9AhIKM-yP2RSGv6pow1ba6udrblalHkGqTl5IVyJcf21bU-A1q5jGsZivqfZmLjVVhX-hLa7RzbUhi8bX96mpa9oVCkWIsFNpGuigig__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:04,948 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:04,975 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164910Z&X-Amz-Expires=3600&X-Amz-Signature=7d796df1f99337c9382655ee00a0d8f2fa90c55a6cb30895450850855c6bcc1c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164950&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vN-Ggabl0DGtdHFkE5Clm606imHbEOHGm1MniPE7Rxpks3KYXgDgx40%7EZ8B%7EK9Y-D2pl7gCulBnTz4I3%7ElrS0h3MvOzj0jLi3096N2yL5Ma%7E0n%7Epb3H-PuQ-o-SvLVH9VLyclTqM0RA68JZ232x8hAAjVPVtymJJ1JyrTE5SAT01F5UZOA6s4oQsRYHXR%7Ejy%7E3RJsZLXYwGrX%7EaVCwRf3CDkvGSCLWE0T2B5T-IVKb27BAgzYpU6pSyU0TRaX02zgFAskKB6YFqlF8eC5FVUFi6l21emo8IebNW4MQypVTtMRILJOSLfQqCKp8JRb7QHWIn3zAtWE8SqmzWlv11YTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:05,329 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:05,356 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164940Z&X-Amz-Expires=3600&X-Amz-Signature=310c7bcd2db700084b82dce4d141b4412aa90f4e4dc4ff26bb517785812cbca3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164980&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=P9iYn0qfBeIaF6rVqK0gnrRDR2VTqQa36ObsIeijRaNOpRLcCNKaW8u415y6qrjo6zBnQcwCpijnLMJJioEty7THWL4KuC0I1cetgr%7E3zMI0PbFvqI1mEeqIy1pHEzQFW9dsfcLpowFk0wc8LYyfIxnF4RqnejRUBNNvN9vXENZmreF7JWlGrSwbGDmLpEj3JNzdU-c1OSnAj6wyStkBEWV0OtYaDMhtKOC3qPCWG6DV7OZlRXXWyswGQBpPoZPkYqPjtYzVLldglQe8A%7EgUaE2q4dconqvW3-i-74zIQCMdzZ0kbOEsalvSPXZ7NSAFgIYI3pGEcIGl3GmADKHlbQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:05,753 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:05,780 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164904Z&X-Amz-Expires=3600&X-Amz-Signature=9658fb7bc1163bb7c6e86b6016f5ee0a99ac5c424163e25c315113c97c0c429f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164944&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uit2GOG9tDlzgtZGuDBRSwu9VT8mYBZJNpNPpLgKug0mi3IFWANzXcWAArQYjUpulhhz2duyXVXquDLicViP8XkyX7G3qgcS3NjgAeJm2-Pj2taP3h0ANpEmhx0adbgV4HzMjcS7-TUtqio7jRXbq4dlxFzWM9ysufCUMMHbaz6D5gnNz7Y1f25FNYkYlXNuIJsNd7rVwi1w%7EWf-rNv%7ET-O6gjvFpyNlPmUyLkk2yqYjihWozifa%7Ey6Sv5srl8d6oXYkxRLJp3hS4nhfeDRFHjXazTzPxPZCTE0fYKB%7EOD76dBZJ4aY-yZn8Tq4zt97LcC6dmw3UH8wEOqojkOdfuQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:07,639 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:07,666 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:50:08,020 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:08,048 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164926Z&X-Amz-Expires=3600&X-Amz-Signature=44f67da82abd048d8f1be759caa5365112719b3561e8c1c712cd744d02bb717a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164966&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=jxXe2l%7Ef5PmduF7IyXap1k1HzYVzq9YxsQYqzAz0OGBk5S-XOTQ4RuZ8kIOofahzny3O2yBec-ash%7EC4X1s5qr4SZWO-g8cbKhxu1txqdrEx8AQ6Okjmc67eYyFgMY%7Eko1-Sc7SUSVsjTlW-LLVUQQZLQFxOGMUljTwhGCgZBxpYcdGl%7EyWaGBEsKrbpKPY0wU%7EX4D5gyt4jM90n%7E9kDbHH9wLAGujh56ZJAYVGa%7EkLRbrlfA%7EL9%7ECjYNXd0l9%7ETfBJjJUVU1q-cWtulo9yu%7ElRxkzpwBCyZbJ1ZbOZbCsJguTvMxsM0ID58NQl2tUQR1d5w4FTj4MJSjjnH8yY5jg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:08,406 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:08,435 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164933Z&X-Amz-Expires=3600&X-Amz-Signature=62ca9a42d88cca67e42df582f4f1ff0996cd8f1ff880830f45c8e0863c320039&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164973&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TWbJLw4S30WOtcm26UNCEMhMJZx3vmGba-kx4yaEuLYzkuUszIOOsOmopEh4D2bXZb9TRlXk-6%7ErMc-HnrHiW2oIRxSj2wM48SQKhC%7EF7tw9MdQ9yUQsPXNhDTJ1cSaFbW8wO4C92cUJXfyrskCNcUJRYR6lffN4YiQ8t%7EYQDZ%7ELTFgweCGvzV1JKDvNK55nv1M3HTCjaEWfFfYlu97lEK1Zs6uFMsn2lhTAKXPd4C%7EaZs9KxCfyHnP9eB7nSSUu-iQtoxPcCBwk4dJ0IdHltk6RRm7k7qvuwl6JIpizyh%7EbdPr9ba1ayGMcJKn3WVEra8ygEpp9d3mYgDkgqVi4Jw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:08,797 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:08,825 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:10,535 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:10,563 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:10,979 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:11,007 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:12,629 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:12,655 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:50:13,002 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:13,029 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:50:13,379 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:13,407 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165013Z&X-Amz-Expires=3600&X-Amz-Signature=05c11c34bcf372e398340065d5cb54b23413d1b0274dc4871e79331007edb7e8&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165013&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=arOsNLTBfg7qWDrQBmE4ayeWJW1qFVnJ99iTdgQPqaoKM3w5-7VUb6ywBPYIzsBC4ueeTbL25-mg-btrEn-acVrCa8QgyXqOW75Thyx7D-bkNcmV%7EQ09PW3TqzhclYKqkjysK4ZoBwoH1AaRe2cBW8EfBkaPzshvXCW5%7EFMyYrweRl4BxTv2RylhyS06yIfhP6%7E7aEwPZdcqws66lc%7EgbuXR0%7Eph7I0U-XdICHWJzwgvWfA0tTxLcQ203P5agRjaHWIAWmZFCTwS7OVDSCnhhhPk1unRIdDEDz6o8jPzFJmkALExsnwp5PNKyjjeqDd6UrosUYbUQuby694SuF5jhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:14,985 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:15,012 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:15,363 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:15,391 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164910Z&X-Amz-Expires=3600&X-Amz-Signature=7d796df1f99337c9382655ee00a0d8f2fa90c55a6cb30895450850855c6bcc1c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164950&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vN-Ggabl0DGtdHFkE5Clm606imHbEOHGm1MniPE7Rxpks3KYXgDgx40%7EZ8B%7EK9Y-D2pl7gCulBnTz4I3%7ElrS0h3MvOzj0jLi3096N2yL5Ma%7E0n%7Epb3H-PuQ-o-SvLVH9VLyclTqM0RA68JZ232x8hAAjVPVtymJJ1JyrTE5SAT01F5UZOA6s4oQsRYHXR%7Ejy%7E3RJsZLXYwGrX%7EaVCwRf3CDkvGSCLWE0T2B5T-IVKb27BAgzYpU6pSyU0TRaX02zgFAskKB6YFqlF8eC5FVUFi6l21emo8IebNW4MQypVTtMRILJOSLfQqCKp8JRb7QHWIn3zAtWE8SqmzWlv11YTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:15,741 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:15,769 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:17,404 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:17,431 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164940Z&X-Amz-Expires=3600&X-Amz-Signature=310c7bcd2db700084b82dce4d141b4412aa90f4e4dc4ff26bb517785812cbca3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164980&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=P9iYn0qfBeIaF6rVqK0gnrRDR2VTqQa36ObsIeijRaNOpRLcCNKaW8u415y6qrjo6zBnQcwCpijnLMJJioEty7THWL4KuC0I1cetgr%7E3zMI0PbFvqI1mEeqIy1pHEzQFW9dsfcLpowFk0wc8LYyfIxnF4RqnejRUBNNvN9vXENZmreF7JWlGrSwbGDmLpEj3JNzdU-c1OSnAj6wyStkBEWV0OtYaDMhtKOC3qPCWG6DV7OZlRXXWyswGQBpPoZPkYqPjtYzVLldglQe8A%7EgUaE2q4dconqvW3-i-74zIQCMdzZ0kbOEsalvSPXZ7NSAFgIYI3pGEcIGl3GmADKHlbQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:18,007 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:18,035 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:18,400 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:18,427 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:50:20,096 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:20,124 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164907Z&X-Amz-Expires=3600&X-Amz-Signature=aac0613fdec64253032fafc479236254c538fcd492ab9db878971b6f3ef4e995&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164947&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=k-jTgMm0HsHqTt9QEy8vIY0KrvCPMl423iG%7E7WOfjkXNR9QGTdu5NSL78fBEsgLoeetvpWn-t7mLP7UsT9ugwFFgkiGvu-RrekLMwW8kc7boFgZvcQTb8sDbhrB-BtqGLG7wzWy1ffNIQOcJi9QlBRdI33PaJ9GrziKVbdtAhvbMnczlFMyOzg7Ezz9yH5cObsRu%7Esxx6j07UTXlKcUs7mJshfEcQqyz9Rk2U9JqxaAS-QwvZ%7E9Gm8DrGGdMWjQT9ZyaWUhe0Bq-YzKLNkj42DF6DG7%7EWTgUjxmnBP3kOkE5keyx6rXeRhK7qzn-KX1PL4hJkSoE6o-tRcLU1IFMBw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:20,498 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:20,525 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:22,176 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:22,202 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:22,542 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:22,568 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:22,917 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:22,945 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164910Z&X-Amz-Expires=3600&X-Amz-Signature=7d796df1f99337c9382655ee00a0d8f2fa90c55a6cb30895450850855c6bcc1c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164950&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vN-Ggabl0DGtdHFkE5Clm606imHbEOHGm1MniPE7Rxpks3KYXgDgx40%7EZ8B%7EK9Y-D2pl7gCulBnTz4I3%7ElrS0h3MvOzj0jLi3096N2yL5Ma%7E0n%7Epb3H-PuQ-o-SvLVH9VLyclTqM0RA68JZ232x8hAAjVPVtymJJ1JyrTE5SAT01F5UZOA6s4oQsRYHXR%7Ejy%7E3RJsZLXYwGrX%7EaVCwRf3CDkvGSCLWE0T2B5T-IVKb27BAgzYpU6pSyU0TRaX02zgFAskKB6YFqlF8eC5FVUFi6l21emo8IebNW4MQypVTtMRILJOSLfQqCKp8JRb7QHWIn3zAtWE8SqmzWlv11YTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:24,538 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:24,567 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164836Z&X-Amz-Expires=3600&X-Amz-Signature=64ba0fb3b82944dfad9cb3e0f88ce25685fea606a7e2da8f706fcc944980e272&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164916&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=E53hRFcTDwAppJv37lB2xc%7Eyjvlxo2DX04mSwb9Il5VK3b8swJ%7EGKVKLXxUsNLkQqWhz9C5px3Q0D303vSQfEkEDtZnoW%7EJpWLhL5uHlC-lvMnhvZkUn0Worj0AGfN6TPWKUU68mYhwIyo-Pab6a0l9iHrsEKbTyp-9v2Ja86SdQuPFSslNXQnFTNDD8RuCiPszuhAd1pRkOPJXHyBCjTrzatTBY9VtH1w1p0wJrdj8-N%7EL0qv9g603aGUn0JH1k7AnaLNK6JmlpHitgXZa%7Ec%7EN%7ET-FC-5AOtJN-gTNjwcd6w%7EERexCB7A4CQ3jxad8xWHsu9LlM6KblA5bKZYSAow__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:24,909 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:24,937 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:50:25,316 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:25,344 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164926Z&X-Amz-Expires=3600&X-Amz-Signature=44f67da82abd048d8f1be759caa5365112719b3561e8c1c712cd744d02bb717a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164966&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=jxXe2l%7Ef5PmduF7IyXap1k1HzYVzq9YxsQYqzAz0OGBk5S-XOTQ4RuZ8kIOofahzny3O2yBec-ash%7EC4X1s5qr4SZWO-g8cbKhxu1txqdrEx8AQ6Okjmc67eYyFgMY%7Eko1-Sc7SUSVsjTlW-LLVUQQZLQFxOGMUljTwhGCgZBxpYcdGl%7EyWaGBEsKrbpKPY0wU%7EX4D5gyt4jM90n%7E9kDbHH9wLAGujh56ZJAYVGa%7EkLRbrlfA%7EL9%7ECjYNXd0l9%7ETfBJjJUVU1q-cWtulo9yu%7ElRxkzpwBCyZbJ1ZbOZbCsJguTvMxsM0ID58NQl2tUQR1d5w4FTj4MJSjjnH8yY5jg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:26,973 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:27,002 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:27,353 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:27,383 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164843Z&X-Amz-Expires=3600&X-Amz-Signature=8b3cc9fd6536ab6eeb767c2be1e91497fa5e9b444c235cb617b7f2be2d7e747c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164923&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=LdOeimts8e3vZqbJ9cqJQgpF17pZTA6ys45Y%7EclX4eO23K25%7EOmPPDDDMrUV18%7EMy6BGotPqkvsBN2Jxkgyhl-K-39frN3yj7u9TAin8qau8HmO3oCRD%7EqvAJdC7cUZdESAgr98bjzfJuH1lLBtXIhwAC0M1brADCAFYJkD%7E0PSLeihgerHANUab-XPciwJhkb5cZOzHjYlcvWw%7EmRCkPAnuKariWMzHAOHJw4B4fdFgriHE2fnISSRafap1r6KHmqHf2IAV88d5wl%7EFoBcsXovoSOF4W-EU%7EoL-WlyQ9YewS3qVQRacVPU4klpPNkSTl0gBtJHkf5KhhMJMHQnrww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:27,743 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:27,771 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164953Z&X-Amz-Expires=3600&X-Amz-Signature=f7fd3c7a222c306acb7d3364c5ace3e38bf742b1e02c56ad89843c110bde2fe9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164993&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I1ZH%7EaLFC5S%7ECKITvLatHMxqti-jdWRyaJaIJQwPqns46Ie3xgZbyxhqbfo3u5aoWfTWRYIuC4VjYmloAY1BYleDqDQugYEjr42989crrBJdKwRLrIt9APPRwS1tD-vDbUtK0k-8ZtyphHZQtD-l7YgdJhnPQx7TZpw5uDKbHHrU5TQBy0clVj1CpApmIKorjZH5HvFKi9mgmmHqQ1ndk-UYZFGQpgQqSMpvKLr456h96EtcH7cnSQLFwEPinOXwF2YPkvcnmj7HMQ1KPog%7EBvZgQswj1KHacj3EXCxIUFh%7EEtp9N4ge1g5TOVRn8tIVY15qUwFKY-VZbng3XOtkrw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:29,648 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:29,674 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165029Z&X-Amz-Expires=3600&X-Amz-Signature=a8ce0ef238f67d54874b68020161c9a86fd6ce876b15fb3c9d1e0f4c29dda38d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165029&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAyOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=VKRVjxPNY4IqrEX5z615RWcJ%7EA4JF%7E4mYgm6ZUG5pK2btsT80jYRwgUO6lfX7olQnxLYbxj2eFsJqudmWu-2ZLfMA7joH-1uRcjgzO%7ExOWBT9XCy%7E-1TT7-kbtFKo8OWe-HWtPeV392An5Hq7qO2oQh8A3IieG%7EGe-L15acp--Ccz8z80h-IF7lXLAj%7Ec-jsg32TDagyO7CCSlw7Ho5irUYjW36ROD4%7EOVcqCp0ZLIB0B7vp9N%7Ez3icijoXhw9kLseiRhRllNe0ZcPOZ2Fv5EETpiCVCPCcnCnAb0G36EU1r4t2IMm8GCIES0oA2LglWABP4gmZ0yhg5c-vHZJr0xw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:30,022 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:30,049 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164910Z&X-Amz-Expires=3600&X-Amz-Signature=7d796df1f99337c9382655ee00a0d8f2fa90c55a6cb30895450850855c6bcc1c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164950&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vN-Ggabl0DGtdHFkE5Clm606imHbEOHGm1MniPE7Rxpks3KYXgDgx40%7EZ8B%7EK9Y-D2pl7gCulBnTz4I3%7ElrS0h3MvOzj0jLi3096N2yL5Ma%7E0n%7Epb3H-PuQ-o-SvLVH9VLyclTqM0RA68JZ232x8hAAjVPVtymJJ1JyrTE5SAT01F5UZOA6s4oQsRYHXR%7Ejy%7E3RJsZLXYwGrX%7EaVCwRf3CDkvGSCLWE0T2B5T-IVKb27BAgzYpU6pSyU0TRaX02zgFAskKB6YFqlF8eC5FVUFi6l21emo8IebNW4MQypVTtMRILJOSLfQqCKp8JRb7QHWIn3zAtWE8SqmzWlv11YTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:31,692 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:31,718 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:50:32,064 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:32,092 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:33,689 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:33,716 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:34,106 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:34,135 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:34,481 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:34,511 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165018Z&X-Amz-Expires=3600&X-Amz-Signature=a513a929cad1eb953829918b3116bd66035db2390f5d4dcc7b04aa1d0ab41a68&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165018&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vztRNHLUk5FwDk829E3KX-PO8c10zNaHLYS1C7EKrFuLEXl9CvAdfwUaFPvCtS9yXplqQkxWTHUGS925kFFvdBtSAhYG1CNgUltE3HN67Zl9x205i8BoFlwaC-V7VRCIl-ODKJdSOL3W-fWdC5nEmYcrL%7EBrWQ0gwaUrjfiE%7Ewkh0JzWYvGTRTGSjDW4HJ5D7RSlBpvyFu9LTFpC3wooybk6m2LuauLI-Ttmk0uchD9C03c34EO8JmZCNSwmZfO6GfRB2WcztQf0Qcvdo-w9HJ1L-bYzL3vV6vl3PxuSizS8zZkekAYjcCtkTe4DUMzkfUEyxgHk195%7Et%7EuKjhmQqg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:36,128 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:36,155 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164908Z&X-Amz-Expires=3600&X-Amz-Signature=20f22178c452ca04cebc9b2011c34c84d98af83da0acaf893c0d03dabb013fa3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164948&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=p6MrMBKhN%7Ez1fJ-QRTkx3BAZ-UCIeMtbvf%7EV3Oz%7E4QiKhypYeoiaicczwZSlD-pRQBLWw%7ENq7u%7EPRMqhRoKpymjlZSMDHpFhmIWGpMWGJ9bqXDSRUSOJSU8hWbfRaVElZiOhjf1pgkkug-U6ldsgOZrS9pOepBpuoadEyRuqiUX5CM8poDpxQL7qiXJlEZ%7EvMIXVQkCOVQophMW3eC8LDz9-3bQZeWOMiXE1OhjSVw4n6r2cTgYHnrj2uhs7utwYhOTSQ1fts5tQwPuBX4cibIZ20KdPmpih43EL%7EibhGXvEEOo1Won6kCkkls1FJgHnsfEIAB-DnecPQ52E1it4bw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:36,529 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:36,556 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165018Z&X-Amz-Expires=3600&X-Amz-Signature=a513a929cad1eb953829918b3116bd66035db2390f5d4dcc7b04aa1d0ab41a68&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165018&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vztRNHLUk5FwDk829E3KX-PO8c10zNaHLYS1C7EKrFuLEXl9CvAdfwUaFPvCtS9yXplqQkxWTHUGS925kFFvdBtSAhYG1CNgUltE3HN67Zl9x205i8BoFlwaC-V7VRCIl-ODKJdSOL3W-fWdC5nEmYcrL%7EBrWQ0gwaUrjfiE%7Ewkh0JzWYvGTRTGSjDW4HJ5D7RSlBpvyFu9LTFpC3wooybk6m2LuauLI-Ttmk0uchD9C03c34EO8JmZCNSwmZfO6GfRB2WcztQf0Qcvdo-w9HJ1L-bYzL3vV6vl3PxuSizS8zZkekAYjcCtkTe4DUMzkfUEyxgHk195%7Et%7EuKjhmQqg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:36,951 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:36,979 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:50:38,611 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:38,638 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165029Z&X-Amz-Expires=3600&X-Amz-Signature=a8ce0ef238f67d54874b68020161c9a86fd6ce876b15fb3c9d1e0f4c29dda38d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165029&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAyOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=VKRVjxPNY4IqrEX5z615RWcJ%7EA4JF%7E4mYgm6ZUG5pK2btsT80jYRwgUO6lfX7olQnxLYbxj2eFsJqudmWu-2ZLfMA7joH-1uRcjgzO%7ExOWBT9XCy%7E-1TT7-kbtFKo8OWe-HWtPeV392An5Hq7qO2oQh8A3IieG%7EGe-L15acp--Ccz8z80h-IF7lXLAj%7Ec-jsg32TDagyO7CCSlw7Ho5irUYjW36ROD4%7EOVcqCp0ZLIB0B7vp9N%7Ez3icijoXhw9kLseiRhRllNe0ZcPOZ2Fv5EETpiCVCPCcnCnAb0G36EU1r4t2IMm8GCIES0oA2LglWABP4gmZ0yhg5c-vHZJr0xw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:39,004 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:39,038 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164907Z&X-Amz-Expires=3600&X-Amz-Signature=aac0613fdec64253032fafc479236254c538fcd492ab9db878971b6f3ef4e995&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164947&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=k-jTgMm0HsHqTt9QEy8vIY0KrvCPMl423iG%7E7WOfjkXNR9QGTdu5NSL78fBEsgLoeetvpWn-t7mLP7UsT9ugwFFgkiGvu-RrekLMwW8kc7boFgZvcQTb8sDbhrB-BtqGLG7wzWy1ffNIQOcJi9QlBRdI33PaJ9GrziKVbdtAhvbMnczlFMyOzg7Ezz9yH5cObsRu%7Esxx6j07UTXlKcUs7mJshfEcQqyz9Rk2U9JqxaAS-QwvZ%7E9Gm8DrGGdMWjQT9ZyaWUhe0Bq-YzKLNkj42DF6DG7%7EWTgUjxmnBP3kOkE5keyx6rXeRhK7qzn-KX1PL4hJkSoE6o-tRcLU1IFMBw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:40,616 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:40,643 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165000Z&X-Amz-Expires=3600&X-Amz-Signature=265567c42d4d3684b8d90591704f9f16f83020b48b0d5100aa75f11afe3d430a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165000&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=q6u3CGwZXTLZ4tYbtx9DyN1tRCIRZi6wSeK3a8pCQuitQkFPuiEPGQYs3Wm5PbfV3zxKUh38P61p76TcQApnmLMGGYx0MqYv38UcLrlznQaw%7EMaepktsG%7EB43oL5WldIzhoqSxNO5KLINB0I8UAhkIAPtcH7hb51Aio5VGNEWMBKfMleobg10wVUG9CQRBCZm%7EO4PzSeMHZ82I%7Eb5sTBk6tiMYvO1%7EmEqleODWOSswCF7BpXJuXgd0Bx8nVVK27KSWsetIScidCRZZVuO-WN1zLXlEaasCb4Z1J7KoGVXTT5Dd0ihFPOS0niGGDmwvtAYrL8HJP4lt22zCfruXDJwA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:41,224 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:41,251 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:41,600 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:41,628 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164953Z&X-Amz-Expires=3600&X-Amz-Signature=f7fd3c7a222c306acb7d3364c5ace3e38bf742b1e02c56ad89843c110bde2fe9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164993&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I1ZH%7EaLFC5S%7ECKITvLatHMxqti-jdWRyaJaIJQwPqns46Ie3xgZbyxhqbfo3u5aoWfTWRYIuC4VjYmloAY1BYleDqDQugYEjr42989crrBJdKwRLrIt9APPRwS1tD-vDbUtK0k-8ZtyphHZQtD-l7YgdJhnPQx7TZpw5uDKbHHrU5TQBy0clVj1CpApmIKorjZH5HvFKi9mgmmHqQ1ndk-UYZFGQpgQqSMpvKLr456h96EtcH7cnSQLFwEPinOXwF2YPkvcnmj7HMQ1KPog%7EBvZgQswj1KHacj3EXCxIUFh%7EEtp9N4ge1g5TOVRn8tIVY15qUwFKY-VZbng3XOtkrw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:43,222 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:43,248 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:43,627 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:43,655 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:50:44,002 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:44,031 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:45,689 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:45,718 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164953Z&X-Amz-Expires=3600&X-Amz-Signature=f7fd3c7a222c306acb7d3364c5ace3e38bf742b1e02c56ad89843c110bde2fe9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164993&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I1ZH%7EaLFC5S%7ECKITvLatHMxqti-jdWRyaJaIJQwPqns46Ie3xgZbyxhqbfo3u5aoWfTWRYIuC4VjYmloAY1BYleDqDQugYEjr42989crrBJdKwRLrIt9APPRwS1tD-vDbUtK0k-8ZtyphHZQtD-l7YgdJhnPQx7TZpw5uDKbHHrU5TQBy0clVj1CpApmIKorjZH5HvFKi9mgmmHqQ1ndk-UYZFGQpgQqSMpvKLr456h96EtcH7cnSQLFwEPinOXwF2YPkvcnmj7HMQ1KPog%7EBvZgQswj1KHacj3EXCxIUFh%7EEtp9N4ge1g5TOVRn8tIVY15qUwFKY-VZbng3XOtkrw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:46,074 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:46,102 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:46,451 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:46,478 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:48,102 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:48,128 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165048Z&X-Amz-Expires=3600&X-Amz-Signature=aafd5d6186f5309e9584ca3ef00eaed7751fd4f69ede7a62178913bf2458ed28&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165048&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GsxUZaYZSUrWmcPZC6EMEOhivVCSRVTQ4MbTQPcvoYVjIH7BaATwHHrSI3SkeLfM8%7ETpE2E6nMi9V3O9r1Dy5eno-tpf8dbvJJW25TcTkIDT3kihiE%7Ex%7EB-fj5nHDmnnsHUpvNRazDKbrBeNks3NZV9b5uxCP0bjP-BUKPVfrPUMrNuyJ-vM5yb1Ostn3waU02nNLSfJFDjMi%7ED%7EYRs2d3kCBGzKrXn1Io9LcS-HP6-OgZK3UaG8JUuPVjFcVgZM-5GjwzyXE2NuDd7BMvD8dl9ad-JrFB4m3epqLaJKIbOegmHrBG-FFQcMkJrfOtd-rlDFWqosEknttn59OrTG5A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:48,536 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:48,564 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:48,907 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:48,937 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:50:50,649 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:50,676 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:50:51,027 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:51,054 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164908Z&X-Amz-Expires=3600&X-Amz-Signature=20f22178c452ca04cebc9b2011c34c84d98af83da0acaf893c0d03dabb013fa3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164948&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=p6MrMBKhN%7Ez1fJ-QRTkx3BAZ-UCIeMtbvf%7EV3Oz%7E4QiKhypYeoiaicczwZSlD-pRQBLWw%7ENq7u%7EPRMqhRoKpymjlZSMDHpFhmIWGpMWGJ9bqXDSRUSOJSU8hWbfRaVElZiOhjf1pgkkug-U6ldsgOZrS9pOepBpuoadEyRuqiUX5CM8poDpxQL7qiXJlEZ%7EvMIXVQkCOVQophMW3eC8LDz9-3bQZeWOMiXE1OhjSVw4n6r2cTgYHnrj2uhs7utwYhOTSQ1fts5tQwPuBX4cibIZ20KdPmpih43EL%7EibhGXvEEOo1Won6kCkkls1FJgHnsfEIAB-DnecPQ52E1it4bw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:52,881 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:52,908 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164910Z&X-Amz-Expires=3600&X-Amz-Signature=7d796df1f99337c9382655ee00a0d8f2fa90c55a6cb30895450850855c6bcc1c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164950&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vN-Ggabl0DGtdHFkE5Clm606imHbEOHGm1MniPE7Rxpks3KYXgDgx40%7EZ8B%7EK9Y-D2pl7gCulBnTz4I3%7ElrS0h3MvOzj0jLi3096N2yL5Ma%7E0n%7Epb3H-PuQ-o-SvLVH9VLyclTqM0RA68JZ232x8hAAjVPVtymJJ1JyrTE5SAT01F5UZOA6s4oQsRYHXR%7Ejy%7E3RJsZLXYwGrX%7EaVCwRf3CDkvGSCLWE0T2B5T-IVKb27BAgzYpU6pSyU0TRaX02zgFAskKB6YFqlF8eC5FVUFi6l21emo8IebNW4MQypVTtMRILJOSLfQqCKp8JRb7QHWIn3zAtWE8SqmzWlv11YTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:53,259 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:53,286 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:53,656 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:53,685 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:50:54,022 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:54,049 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:50:55,741 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:55,767 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:50:56,113 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:56,142 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:57,765 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:57,791 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:58,140 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:58,173 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:50:58,518 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:50:58,545 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:51:00,151 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:51:00,179 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164856Z&X-Amz-Expires=3600&X-Amz-Signature=b098fd544980e399444b4703e278b94f81964ba5702db39bb7f82dabe97f8bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164936&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=fOeZU2NZ6ZtK1uS4LNagqtyR2zWXVB18ot9ee9d-d6GTWiHLjtAMXknsJoNt2uzkVbe1WHxkUbHWuPLCilzY0ax2a6yX%7ERNbKDph%7E2KblYrf0Qs6d2KjgObSCcUKCjgFTFybZGUWmvygTWqIp6oxAWoUxTA4jOWHofQvpwZD-K9yeG921ScVn5Rk-eW3rhIdaoq-DieIsVW6Mh9nUd7u8YmgB3CZn76ygqzm-ozz8ycuyot9AhIKM-yP2RSGv6pow1ba6udrblalHkGqTl5IVyJcf21bU-A1q5jGsZivqfZmLjVVhX-hLa7RzbUhi8bX96mpa9oVCkWIsFNpGuigig__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:51:00,526 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:51:00,560 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164843Z&X-Amz-Expires=3600&X-Amz-Signature=8b3cc9fd6536ab6eeb767c2be1e91497fa5e9b444c235cb617b7f2be2d7e747c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164923&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=LdOeimts8e3vZqbJ9cqJQgpF17pZTA6ys45Y%7EclX4eO23K25%7EOmPPDDDMrUV18%7EMy6BGotPqkvsBN2Jxkgyhl-K-39frN3yj7u9TAin8qau8HmO3oCRD%7EqvAJdC7cUZdESAgr98bjzfJuH1lLBtXIhwAC0M1brADCAFYJkD%7E0PSLeihgerHANUab-XPciwJhkb5cZOzHjYlcvWw%7EmRCkPAnuKariWMzHAOHJw4B4fdFgriHE2fnISSRafap1r6KHmqHf2IAV88d5wl%7EFoBcsXovoSOF4W-EU%7EoL-WlyQ9YewS3qVQRacVPU4klpPNkSTl0gBtJHkf5KhhMJMHQnrww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:51:02,163 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:51:02,190 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:51:02,586 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:51:02,613 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:51:03,012 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:51:03,038 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164847Z&X-Amz-Expires=3600&X-Amz-Signature=1a7270a4eb00fe9cda5646ffebe9e3a02e336f79aba64e0c073eac935171d677&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164927&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZqAyEpKJXF3Q8zGf3kr1emFj3aNO7zQefGyrv7W0g%7EiH7uzwsH2Zkwcm9aiSzn84v4mDgYqk-ZlfJRVX1hMMwBYDl22XRcvMrOE2RQmoTbZKV8m4NDZYJvxzjxSxS0Wt27yNpwUBEeNuQkLm-J1CPwcrRmpex2Qq-0JamhNLnTDb92U8uu2OI9nrLwG-s55REgtQxuPNAUQAd05%7Eo%7E29IWR-IXYZ5xUJ3UpKcDWgy2fVPbVrObt9laKJXDBECE0t1JBMi2j0vT2ebNkV2fKgvN7RU6kPPrOJoLrVrpfN1BAqyk3r9hgl%7EXJa2dEkO0fm8y3%7EWaKUuyyQUpkpavtcUA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:51:03,422 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:51:03,448 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:51:05,294 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:51:05,320 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:51:05,705 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:51:05,734 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:51:06,352 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:51:06,382 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164921Z&X-Amz-Expires=3600&X-Amz-Signature=9160e1be6f1fc5b8479b633f5d135954745d9d65fa01a9bdbd2a311560e93f25&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164961&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Dw-MaGIEKUlJhcil5BvERw6IusxhkiGePhgU6XH8inCxxEa42ktZg2GjVJ8Dzq06JmtRavEIc2d3u81OFoF3Q4YIodw-nLbTdJjQw1gGtbXGS6xwDYAB30RqRMpZPQ%7E4nQLltWzZ5z8b97hmuoepAlHdjlpOlRUvoJBk5WEAN-%7E48ECktVjosXdoOdYysjHiyBZa%7E5-UvOgA0XBHsLunMnSYD2Cv65N6geb7jmx%7ElHHVlBz0UDyP3pCUgW8GwlgKupP6oq4-P859o%7EiK-qvm-u4Ud1dtAwKmfm%7EKimZ8Z8uol-1hujvRa1kgvzyqUyg%7E47-7ef9DWLFyRSjCQF8rTg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:51:06,749 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:51:06,777 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:51:08,608 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:51:08,636 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:51:09,024 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:51:09,052 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:51:09,413 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:51:09,440 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:51:11,179 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:01,177 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-10 16:53:01,177 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-10 16:53:01,177 INFO strategy=mixed human=10000 AI=1000/gen 2026-03-10 16:53:01,177 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-10 16:53:01,177 INFO NLTK available: True 2026-03-10 16:53:01,177 INFO Fixes: ls=0.1 det_every=2 clip=[0.05,0.95] warmstart=5 kl=0.1 2026-03-10 16:53:01,178 INFO device=cuda 2026-03-10 16:53:01,178 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-10 16:53:01,178 INFO Streaming RAID 'liamdugan/raid' split='train' … 2026-03-10 16:53:01,178 INFO Filters → domain=None attack='none' generators=None 2026-03-10 16:53:01,417 INFO HTTP Request: HEAD https://huggingface.co/datasets/liamdugan/raid/resolve/main/README.md "HTTP/1.1 307 Temporary Redirect" 2026-03-10 16:53:01,452 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/datasets/liamdugan/raid/865cac74188466cb0c3b7574a10204007b57a459/README.md "HTTP/1.1 200 OK" 2026-03-10 16:53:01,593 INFO HTTP Request: HEAD https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/raid.py "HTTP/1.1 404 Not Found" 2026-03-10 16:53:01,947 INFO HTTP Request: HEAD https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/liamdugan/raid/liamdugan/raid.py "HTTP/1.1 404 Not Found" 2026-03-10 16:53:02,093 INFO HTTP Request: GET https://huggingface.co/api/datasets/liamdugan/raid/revision/865cac74188466cb0c3b7574a10204007b57a459 "HTTP/1.1 200 OK" 2026-03-10 16:53:02,237 INFO HTTP Request: HEAD 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:53:03,552 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:03,582 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:53:03,905 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:03,934 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:53:04,296 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:04,328 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164910Z&X-Amz-Expires=3600&X-Amz-Signature=7d796df1f99337c9382655ee00a0d8f2fa90c55a6cb30895450850855c6bcc1c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164950&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vN-Ggabl0DGtdHFkE5Clm606imHbEOHGm1MniPE7Rxpks3KYXgDgx40%7EZ8B%7EK9Y-D2pl7gCulBnTz4I3%7ElrS0h3MvOzj0jLi3096N2yL5Ma%7E0n%7Epb3H-PuQ-o-SvLVH9VLyclTqM0RA68JZ232x8hAAjVPVtymJJ1JyrTE5SAT01F5UZOA6s4oQsRYHXR%7Ejy%7E3RJsZLXYwGrX%7EaVCwRf3CDkvGSCLWE0T2B5T-IVKb27BAgzYpU6pSyU0TRaX02zgFAskKB6YFqlF8eC5FVUFi6l21emo8IebNW4MQypVTtMRILJOSLfQqCKp8JRb7QHWIn3zAtWE8SqmzWlv11YTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:06,514 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:06,542 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164843Z&X-Amz-Expires=3600&X-Amz-Signature=8b3cc9fd6536ab6eeb767c2be1e91497fa5e9b444c235cb617b7f2be2d7e747c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164923&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=LdOeimts8e3vZqbJ9cqJQgpF17pZTA6ys45Y%7EclX4eO23K25%7EOmPPDDDMrUV18%7EMy6BGotPqkvsBN2Jxkgyhl-K-39frN3yj7u9TAin8qau8HmO3oCRD%7EqvAJdC7cUZdESAgr98bjzfJuH1lLBtXIhwAC0M1brADCAFYJkD%7E0PSLeihgerHANUab-XPciwJhkb5cZOzHjYlcvWw%7EmRCkPAnuKariWMzHAOHJw4B4fdFgriHE2fnISSRafap1r6KHmqHf2IAV88d5wl%7EFoBcsXovoSOF4W-EU%7EoL-WlyQ9YewS3qVQRacVPU4klpPNkSTl0gBtJHkf5KhhMJMHQnrww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:06,894 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:06,922 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164924Z&X-Amz-Expires=3600&X-Amz-Signature=1a53b0f7acdb736bfe01f4286cbb84faad56abc8878ee3673e08e118a3b7ab3c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164964&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ORwFy65TRAwZjsWcXcOGDem9Sazqd2Nt1qUNN5o99ywG9Q63ZYEj6Jk3A703%7Ee0H1oQT2JQ87EjGTgtFsvzbjc9UAVrpzfLPYc5bciZJOSvEnGCvRefzAGabGPkdfIO6Zic06KSy4-cR7cDd97Iol5jKlr%7EEM1Ime72ZE0p%7EptarJn9GdtsbXwont3e2vZSW3NSGytF7YMixFGWI1Uk9cv30T%7EVMQJz4cQ1hoyrDm4xdEsImnUu1g4LsECnjQE2Zd4GgdkY86MyKGBx-9qhZ6NC0JXIOkvs1h%7EsSQ%7EFNuTq3YnWhCBU7cKtqN6J8mkEGasuLczTjdzcqqt9mPj9Qhw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:07,294 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:07,322 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:08,267 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:08,295 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165308Z&X-Amz-Expires=3600&X-Amz-Signature=5eec888133448d39b31dbdef4c8b2478498b8835c56c95739b249b3212ea7d93&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165188&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uolWNtqTUeVMjL0X1p%7EbgTGrJBdoNBKY6bN2%7EkwjS%7EnRX%7ELNKe3JC6vvO7kalDTJQMPtcaajl%7EKKvJ9kl4XU%7EPUnfJmosSx5AjIU0E1fqfPj4WNawM7HglAVRSvOHGR02DJbplJyK7YFMC-iqg508mgp4kMYaS4UEaNbnoX7c%7EUrstw32A08KB6iXyxDZ4wjzSbIei-Xmu6bX%7EqfqP%7EsE2jYiWWsrkgK9V89z-g3RoMNqCnJJhC35xi%7Ey5aFDym5zEJ7lZRzFFXYr5v3ujoUJEE9V6gpj0OSMfsOCfbBkbWInG8WaN-5jjHt9DqUTdt1b-oLIUPR8u5TLmtBB0%7Etkg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:09,937 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:09,964 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164924Z&X-Amz-Expires=3600&X-Amz-Signature=1a53b0f7acdb736bfe01f4286cbb84faad56abc8878ee3673e08e118a3b7ab3c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164964&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ORwFy65TRAwZjsWcXcOGDem9Sazqd2Nt1qUNN5o99ywG9Q63ZYEj6Jk3A703%7Ee0H1oQT2JQ87EjGTgtFsvzbjc9UAVrpzfLPYc5bciZJOSvEnGCvRefzAGabGPkdfIO6Zic06KSy4-cR7cDd97Iol5jKlr%7EEM1Ime72ZE0p%7EptarJn9GdtsbXwont3e2vZSW3NSGytF7YMixFGWI1Uk9cv30T%7EVMQJz4cQ1hoyrDm4xdEsImnUu1g4LsECnjQE2Zd4GgdkY86MyKGBx-9qhZ6NC0JXIOkvs1h%7EsSQ%7EFNuTq3YnWhCBU7cKtqN6J8mkEGasuLczTjdzcqqt9mPj9Qhw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:10,300 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:10,329 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:53:11,126 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:11,154 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164921Z&X-Amz-Expires=3600&X-Amz-Signature=9160e1be6f1fc5b8479b633f5d135954745d9d65fa01a9bdbd2a311560e93f25&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164961&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Dw-MaGIEKUlJhcil5BvERw6IusxhkiGePhgU6XH8inCxxEa42ktZg2GjVJ8Dzq06JmtRavEIc2d3u81OFoF3Q4YIodw-nLbTdJjQw1gGtbXGS6xwDYAB30RqRMpZPQ%7E4nQLltWzZ5z8b97hmuoepAlHdjlpOlRUvoJBk5WEAN-%7E48ECktVjosXdoOdYysjHiyBZa%7E5-UvOgA0XBHsLunMnSYD2Cv65N6geb7jmx%7ElHHVlBz0UDyP3pCUgW8GwlgKupP6oq4-P859o%7EiK-qvm-u4Ud1dtAwKmfm%7EKimZ8Z8uol-1hujvRa1kgvzyqUyg%7E47-7ef9DWLFyRSjCQF8rTg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:12,856 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:12,884 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165013Z&X-Amz-Expires=3600&X-Amz-Signature=05c11c34bcf372e398340065d5cb54b23413d1b0274dc4871e79331007edb7e8&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165013&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=arOsNLTBfg7qWDrQBmE4ayeWJW1qFVnJ99iTdgQPqaoKM3w5-7VUb6ywBPYIzsBC4ueeTbL25-mg-btrEn-acVrCa8QgyXqOW75Thyx7D-bkNcmV%7EQ09PW3TqzhclYKqkjysK4ZoBwoH1AaRe2cBW8EfBkaPzshvXCW5%7EFMyYrweRl4BxTv2RylhyS06yIfhP6%7E7aEwPZdcqws66lc%7EgbuXR0%7Eph7I0U-XdICHWJzwgvWfA0tTxLcQ203P5agRjaHWIAWmZFCTwS7OVDSCnhhhPk1unRIdDEDz6o8jPzFJmkALExsnwp5PNKyjjeqDd6UrosUYbUQuby694SuF5jhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:13,261 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:13,289 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:13,651 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:13,679 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:18,196 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:18,224 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:19,925 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:19,953 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:20,297 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:20,325 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:53:20,681 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:20,709 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:21,049 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:21,077 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165321Z&X-Amz-Expires=3600&X-Amz-Signature=5d00390cc2dbe30a35574d650a82d92ee9120b4a8702d36c0805415c78f3a95e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165201&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTIwMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=mZjfqjoyOgvovT3bGsMYEqHEZPmxnY0R3twmTWElygaFaTiIH8RwomP9lEhUbf6Vi54jzAlOjtQ3Df4-W%7EiT78an3NbYpTQBpmBJwHxquGl%7EmtISsXpn-4L6IxhZD2aMHkDrNd%7EwLFi-c6PfK0xmCUoPulOlFtZa3BABHiIahWFQmVdpvPi4K52mbf3FADnQMx275XuHqiG5OvVz-WzZNWvmhGgSuNgnjT63Dkx-TZfT5NtTpSA1mj0t%7E3JDvHmD17PJkDoRIsZUlNwgW7ZH-vQ1FDWJrFu0SIG1IqwN85ohUVbNCXjTok4u4T232gBampIBBHPk72R5S1qMder7Cw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:22,748 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:22,777 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164903Z&X-Amz-Expires=3600&X-Amz-Signature=228b089ee4e8da375a115e1a81344059fd7bbb3532d81ad77c0fb976b1a1ae17&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164943&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ey2ICn-CEt229scXoJixqP2HyinKCnNPMJd3a1pehyRjGqSL8vEl13AisXavlH-rMwl0j8nu2bVQhiLKuCtEtE3OSvkyHc1P%7EyjluVn7cTDUDJ4D1ALipFzY4ExUECVK8kRFvkwa2vDvzxu%7EFkdIM8EcjYd91OXWPHyGf2iThsLpexWctnxlxMEN5PLuLmEswYqldUHciIjn46450KfVgTpUi4bswmNThI1MrvqkOQmMw1cQGJWX9XEzXTUsl9BdmmvnievVWs1-awvOz4bBooYS45ifFQxu%7E006bRsdUObcUDeLlnsHnZ8opEQqSemvz2T2c9TTryX9ckw7MDF0%7Eg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:23,131 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:23,159 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:23,507 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:23,536 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165321Z&X-Amz-Expires=3600&X-Amz-Signature=5d00390cc2dbe30a35574d650a82d92ee9120b4a8702d36c0805415c78f3a95e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165201&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTIwMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=mZjfqjoyOgvovT3bGsMYEqHEZPmxnY0R3twmTWElygaFaTiIH8RwomP9lEhUbf6Vi54jzAlOjtQ3Df4-W%7EiT78an3NbYpTQBpmBJwHxquGl%7EmtISsXpn-4L6IxhZD2aMHkDrNd%7EwLFi-c6PfK0xmCUoPulOlFtZa3BABHiIahWFQmVdpvPi4K52mbf3FADnQMx275XuHqiG5OvVz-WzZNWvmhGgSuNgnjT63Dkx-TZfT5NtTpSA1mj0t%7E3JDvHmD17PJkDoRIsZUlNwgW7ZH-vQ1FDWJrFu0SIG1IqwN85ohUVbNCXjTok4u4T232gBampIBBHPk72R5S1qMder7Cw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:25,197 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:25,226 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164948Z&X-Amz-Expires=3600&X-Amz-Signature=72927c204cf5d05d66b4ae6cb6c92dd3acd3652eecf835e959edf03835c4f608&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164988&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Oo7DLCqZkWdW7uKIjZHI5XBsqBlnf9NvL22FcRUsHsgYrt0UmXkirpxeqb6IyPxbNWIuz1c-BlxAWJJNAmW0egxBdGK8JHwWfbrr37q3D9kuueif-t8nEgqEitYDqx80Jp0HtXoBoQ7hOfehFANbrmveeWezOGCVUGKEDJiU1DRrlLhhu9ea%7E2-ecwuWLMwqpHrborZQ-Js9wOcN0TpQEWPk%7Efx9LrbhiGiJ39QzhGa4NNNX1%7EG0zG93sApIbfGapHHGBmfrmiMXHx3mVOM6-b56SUiGJlCmGTvZfGlNsh7eO-uSbggfBI4JnJ5zfiG2VAAaE3gMGCCmekPaKW-Mrg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:25,560 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:25,588 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:53:25,924 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:25,952 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:26,339 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:26,366 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165018Z&X-Amz-Expires=3600&X-Amz-Signature=a513a929cad1eb953829918b3116bd66035db2390f5d4dcc7b04aa1d0ab41a68&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165018&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vztRNHLUk5FwDk829E3KX-PO8c10zNaHLYS1C7EKrFuLEXl9CvAdfwUaFPvCtS9yXplqQkxWTHUGS925kFFvdBtSAhYG1CNgUltE3HN67Zl9x205i8BoFlwaC-V7VRCIl-ODKJdSOL3W-fWdC5nEmYcrL%7EBrWQ0gwaUrjfiE%7Ewkh0JzWYvGTRTGSjDW4HJ5D7RSlBpvyFu9LTFpC3wooybk6m2LuauLI-Ttmk0uchD9C03c34EO8JmZCNSwmZfO6GfRB2WcztQf0Qcvdo-w9HJ1L-bYzL3vV6vl3PxuSizS8zZkekAYjcCtkTe4DUMzkfUEyxgHk195%7Et%7EuKjhmQqg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:28,074 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:28,103 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:53:28,729 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:28,758 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164911Z&X-Amz-Expires=3600&X-Amz-Signature=5b0f708b22e568efd4e49bc642f073030c3a54f6f04ee91639200fc52503810c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164951&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Cmqx2UJJ9pvpvFe4X72TN5bqATvAkROk-WJYTevB1G9ahGOrIuHKaUSJPyplm1Cxm78nzEOSYXCQkkg66ZeFmlyHo4CqRjZgIXTAH%7EBYQ-GAtWvWoZqc8hOgpJRN9BU0JkxnCvVagI3MD0squGU8XOon9hNUBc3022tU6iFbG4jkFHFROcpnIl-bh0pQPRnZOOlCIRUAL-OVFVPnWlT9UFVT8VE6BibxJfBLd9qsKR50tzw-L3Q2I850gS4TdRKTNvYtsSxd2cqhWYdQImSxZjtwUmB62a6rmZ5SuwpKQAn1A34kjeQjxCZGhHeNYmxaXkyDehsywLMBjiP955OsUg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:29,116 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:29,144 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:30,831 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:30,859 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:53:31,225 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:31,254 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:53:31,606 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:31,634 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:32,019 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:32,049 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:33,753 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:33,780 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164956Z&X-Amz-Expires=3600&X-Amz-Signature=4f4fb625970267852cf4bf6866a8f08b18a7cbc778ecefb247352acaf59f80db&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164996&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=cgbu5soHeq5wKWJWSOEcI6NX181xCUaRdYKEeUco8VaaIgikuYpYbVF36eXJ4%7Eqgh94ccZLMYenH3jBM3kzYVp003Kr2%7E8kZKmCMZYtOaRGYqB8%7EMoC7ZP-QSmcE5HfMthWBmOvbnRX0m2JfUDdvhJr9rYaVCF6SRBL9WT1cZn-7fQ%7EhrBLx-iiVZjYoWHDqRHC8DPSSGslmQdappt%7EyPibS5UKuxRd6QAGbuTOj1DHhkvxkse5CGFP%7ELC1jpFiIm082FPVxgcG1DOhnC88ml7T4rITJVjxFQS44JYv0Pwf2zJaGtdtfl8F0JjDxqVf91o2cNMjN1tds60r-ySJhGQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:34,128 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:34,156 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164856Z&X-Amz-Expires=3600&X-Amz-Signature=b098fd544980e399444b4703e278b94f81964ba5702db39bb7f82dabe97f8bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164936&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=fOeZU2NZ6ZtK1uS4LNagqtyR2zWXVB18ot9ee9d-d6GTWiHLjtAMXknsJoNt2uzkVbe1WHxkUbHWuPLCilzY0ax2a6yX%7ERNbKDph%7E2KblYrf0Qs6d2KjgObSCcUKCjgFTFybZGUWmvygTWqIp6oxAWoUxTA4jOWHofQvpwZD-K9yeG921ScVn5Rk-eW3rhIdaoq-DieIsVW6Mh9nUd7u8YmgB3CZn76ygqzm-ozz8ycuyot9AhIKM-yP2RSGv6pow1ba6udrblalHkGqTl5IVyJcf21bU-A1q5jGsZivqfZmLjVVhX-hLa7RzbUhi8bX96mpa9oVCkWIsFNpGuigig__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:34,516 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:34,543 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:53:36,217 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:36,245 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:53:36,621 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:36,650 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:53:37,072 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:37,101 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164847Z&X-Amz-Expires=3600&X-Amz-Signature=1a7270a4eb00fe9cda5646ffebe9e3a02e336f79aba64e0c073eac935171d677&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164927&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZqAyEpKJXF3Q8zGf3kr1emFj3aNO7zQefGyrv7W0g%7EiH7uzwsH2Zkwcm9aiSzn84v4mDgYqk-ZlfJRVX1hMMwBYDl22XRcvMrOE2RQmoTbZKV8m4NDZYJvxzjxSxS0Wt27yNpwUBEeNuQkLm-J1CPwcrRmpex2Qq-0JamhNLnTDb92U8uu2OI9nrLwG-s55REgtQxuPNAUQAd05%7Eo%7E29IWR-IXYZ5xUJ3UpKcDWgy2fVPbVrObt9laKJXDBECE0t1JBMi2j0vT2ebNkV2fKgvN7RU6kPPrOJoLrVrpfN1BAqyk3r9hgl%7EXJa2dEkO0fm8y3%7EWaKUuyyQUpkpavtcUA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:37,445 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:37,474 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:39,212 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:39,239 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:39,827 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:39,856 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:40,272 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:40,300 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165029Z&X-Amz-Expires=3600&X-Amz-Signature=a8ce0ef238f67d54874b68020161c9a86fd6ce876b15fb3c9d1e0f4c29dda38d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165029&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAyOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=VKRVjxPNY4IqrEX5z615RWcJ%7EA4JF%7E4mYgm6ZUG5pK2btsT80jYRwgUO6lfX7olQnxLYbxj2eFsJqudmWu-2ZLfMA7joH-1uRcjgzO%7ExOWBT9XCy%7E-1TT7-kbtFKo8OWe-HWtPeV392An5Hq7qO2oQh8A3IieG%7EGe-L15acp--Ccz8z80h-IF7lXLAj%7Ec-jsg32TDagyO7CCSlw7Ho5irUYjW36ROD4%7EOVcqCp0ZLIB0B7vp9N%7Ez3icijoXhw9kLseiRhRllNe0ZcPOZ2Fv5EETpiCVCPCcnCnAb0G36EU1r4t2IMm8GCIES0oA2LglWABP4gmZ0yhg5c-vHZJr0xw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:41,924 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:41,952 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:42,314 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:42,345 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:53:42,745 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:42,774 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164904Z&X-Amz-Expires=3600&X-Amz-Signature=9658fb7bc1163bb7c6e86b6016f5ee0a99ac5c424163e25c315113c97c0c429f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164944&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uit2GOG9tDlzgtZGuDBRSwu9VT8mYBZJNpNPpLgKug0mi3IFWANzXcWAArQYjUpulhhz2duyXVXquDLicViP8XkyX7G3qgcS3NjgAeJm2-Pj2taP3h0ANpEmhx0adbgV4HzMjcS7-TUtqio7jRXbq4dlxFzWM9ysufCUMMHbaz6D5gnNz7Y1f25FNYkYlXNuIJsNd7rVwi1w%7EWf-rNv%7ET-O6gjvFpyNlPmUyLkk2yqYjihWozifa%7Ey6Sv5srl8d6oXYkxRLJp3hS4nhfeDRFHjXazTzPxPZCTE0fYKB%7EOD76dBZJ4aY-yZn8Tq4zt97LcC6dmw3UH8wEOqojkOdfuQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:44,430 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:44,458 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:44,800 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:44,829 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:45,197 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:45,225 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164945Z&X-Amz-Expires=3600&X-Amz-Signature=d871f9ec5eb0a103c5ae8c01f5dde59a4035fc91ba1f9fe6ce9eef304485b5ad&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164985&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=WHVuv53ZVTcW3XfnyRZH-2FTIx6xVdbUAojvx6H99XOmwjFfmy6STct67RnHxMw0LmA1HqPWcan7udLXZGV9T3Q1k754OOw8PhUtJM0ynXRLE%7ERS62%7E4GQpbonrm20%7EPxX9s8IMTOUSH3a6C6Xrti0M6wzX6GCCZFtRf4R3mzZK87QsNVw96aykjHYytY2wnRxidlL5UaDVFGl6Jr67tPAT-maW95YBoSbPum9-YxwGmBaBAUi0jbEYLacAsbgtBlFNCjSB3NZPps3FWeFUaB5s-89KgvDbkSEZtwxH0QcCfq1UY1Ak62HXoiFcgtULJHcuAkbWv3W08cSa5bkYM1A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:46,890 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:46,918 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164847Z&X-Amz-Expires=3600&X-Amz-Signature=1a7270a4eb00fe9cda5646ffebe9e3a02e336f79aba64e0c073eac935171d677&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164927&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZqAyEpKJXF3Q8zGf3kr1emFj3aNO7zQefGyrv7W0g%7EiH7uzwsH2Zkwcm9aiSzn84v4mDgYqk-ZlfJRVX1hMMwBYDl22XRcvMrOE2RQmoTbZKV8m4NDZYJvxzjxSxS0Wt27yNpwUBEeNuQkLm-J1CPwcrRmpex2Qq-0JamhNLnTDb92U8uu2OI9nrLwG-s55REgtQxuPNAUQAd05%7Eo%7E29IWR-IXYZ5xUJ3UpKcDWgy2fVPbVrObt9laKJXDBECE0t1JBMi2j0vT2ebNkV2fKgvN7RU6kPPrOJoLrVrpfN1BAqyk3r9hgl%7EXJa2dEkO0fm8y3%7EWaKUuyyQUpkpavtcUA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:47,276 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:47,305 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:53:47,677 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:47,707 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:53:48,155 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:48,182 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:49,903 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:49,933 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164922Z&X-Amz-Expires=3600&X-Amz-Signature=0ef9f98eae63daf38e7cbd30eb36b2b3b992f78c48eb06f089df450889fd9771&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164962&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qqb0xNSHKl%7Exm7lSTlkZux6I-zFigiR4q6C0a5sV7d%7EKB71pNy8soWVxnHRjb4ujuCYpu5JqGEO%7Echmji47jhu8NF3yFwGA9TPqM5OneWIvA1P1sBLNO9pPVEoFKDIzxm4hvxIm6J%7EXdwbPM4pysT%7EylmKtjpxlnyRmLc3aAyNkTImLgEJvW67ZAJ7dBY7KzESXO4HHvPh4jMtKqw-LiIE0CuInU2pQDvm40VYVSoTI7GINgt4qr5y7ysAehZ1I4PmvJwSaPr9KupTIGQpYugtEhhd--GMO1qOHLh0XPt8IYwTA8GNuwOZlv7EdkOFjEL7fq6md8wzeth%7EKsfFRI7A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:50,326 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:50,357 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164953Z&X-Amz-Expires=3600&X-Amz-Signature=f7fd3c7a222c306acb7d3364c5ace3e38bf742b1e02c56ad89843c110bde2fe9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164993&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I1ZH%7EaLFC5S%7ECKITvLatHMxqti-jdWRyaJaIJQwPqns46Ie3xgZbyxhqbfo3u5aoWfTWRYIuC4VjYmloAY1BYleDqDQugYEjr42989crrBJdKwRLrIt9APPRwS1tD-vDbUtK0k-8ZtyphHZQtD-l7YgdJhnPQx7TZpw5uDKbHHrU5TQBy0clVj1CpApmIKorjZH5HvFKi9mgmmHqQ1ndk-UYZFGQpgQqSMpvKLr456h96EtcH7cnSQLFwEPinOXwF2YPkvcnmj7HMQ1KPog%7EBvZgQswj1KHacj3EXCxIUFh%7EEtp9N4ge1g5TOVRn8tIVY15qUwFKY-VZbng3XOtkrw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:50,738 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:50,766 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165321Z&X-Amz-Expires=3600&X-Amz-Signature=5d00390cc2dbe30a35574d650a82d92ee9120b4a8702d36c0805415c78f3a95e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165201&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTIwMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=mZjfqjoyOgvovT3bGsMYEqHEZPmxnY0R3twmTWElygaFaTiIH8RwomP9lEhUbf6Vi54jzAlOjtQ3Df4-W%7EiT78an3NbYpTQBpmBJwHxquGl%7EmtISsXpn-4L6IxhZD2aMHkDrNd%7EwLFi-c6PfK0xmCUoPulOlFtZa3BABHiIahWFQmVdpvPi4K52mbf3FADnQMx275XuHqiG5OvVz-WzZNWvmhGgSuNgnjT63Dkx-TZfT5NtTpSA1mj0t%7E3JDvHmD17PJkDoRIsZUlNwgW7ZH-vQ1FDWJrFu0SIG1IqwN85ohUVbNCXjTok4u4T232gBampIBBHPk72R5S1qMder7Cw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:52,439 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:52,467 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165048Z&X-Amz-Expires=3600&X-Amz-Signature=aafd5d6186f5309e9584ca3ef00eaed7751fd4f69ede7a62178913bf2458ed28&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165048&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GsxUZaYZSUrWmcPZC6EMEOhivVCSRVTQ4MbTQPcvoYVjIH7BaATwHHrSI3SkeLfM8%7ETpE2E6nMi9V3O9r1Dy5eno-tpf8dbvJJW25TcTkIDT3kihiE%7Ex%7EB-fj5nHDmnnsHUpvNRazDKbrBeNks3NZV9b5uxCP0bjP-BUKPVfrPUMrNuyJ-vM5yb1Ostn3waU02nNLSfJFDjMi%7ED%7EYRs2d3kCBGzKrXn1Io9LcS-HP6-OgZK3UaG8JUuPVjFcVgZM-5GjwzyXE2NuDd7BMvD8dl9ad-JrFB4m3epqLaJKIbOegmHrBG-FFQcMkJrfOtd-rlDFWqosEknttn59OrTG5A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:52,863 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:52,892 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165018Z&X-Amz-Expires=3600&X-Amz-Signature=a513a929cad1eb953829918b3116bd66035db2390f5d4dcc7b04aa1d0ab41a68&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165018&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vztRNHLUk5FwDk829E3KX-PO8c10zNaHLYS1C7EKrFuLEXl9CvAdfwUaFPvCtS9yXplqQkxWTHUGS925kFFvdBtSAhYG1CNgUltE3HN67Zl9x205i8BoFlwaC-V7VRCIl-ODKJdSOL3W-fWdC5nEmYcrL%7EBrWQ0gwaUrjfiE%7Ewkh0JzWYvGTRTGSjDW4HJ5D7RSlBpvyFu9LTFpC3wooybk6m2LuauLI-Ttmk0uchD9C03c34EO8JmZCNSwmZfO6GfRB2WcztQf0Qcvdo-w9HJ1L-bYzL3vV6vl3PxuSizS8zZkekAYjcCtkTe4DUMzkfUEyxgHk195%7Et%7EuKjhmQqg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:53,226 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:53,254 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:53:53,595 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:53,625 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165000Z&X-Amz-Expires=3600&X-Amz-Signature=265567c42d4d3684b8d90591704f9f16f83020b48b0d5100aa75f11afe3d430a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165000&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=q6u3CGwZXTLZ4tYbtx9DyN1tRCIRZi6wSeK3a8pCQuitQkFPuiEPGQYs3Wm5PbfV3zxKUh38P61p76TcQApnmLMGGYx0MqYv38UcLrlznQaw%7EMaepktsG%7EB43oL5WldIzhoqSxNO5KLINB0I8UAhkIAPtcH7hb51Aio5VGNEWMBKfMleobg10wVUG9CQRBCZm%7EO4PzSeMHZ82I%7Eb5sTBk6tiMYvO1%7EmEqleODWOSswCF7BpXJuXgd0Bx8nVVK27KSWsetIScidCRZZVuO-WN1zLXlEaasCb4Z1J7KoGVXTT5Dd0ihFPOS0niGGDmwvtAYrL8HJP4lt22zCfruXDJwA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:55,284 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:55,311 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164843Z&X-Amz-Expires=3600&X-Amz-Signature=8b3cc9fd6536ab6eeb767c2be1e91497fa5e9b444c235cb617b7f2be2d7e747c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164923&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=LdOeimts8e3vZqbJ9cqJQgpF17pZTA6ys45Y%7EclX4eO23K25%7EOmPPDDDMrUV18%7EMy6BGotPqkvsBN2Jxkgyhl-K-39frN3yj7u9TAin8qau8HmO3oCRD%7EqvAJdC7cUZdESAgr98bjzfJuH1lLBtXIhwAC0M1brADCAFYJkD%7E0PSLeihgerHANUab-XPciwJhkb5cZOzHjYlcvWw%7EmRCkPAnuKariWMzHAOHJw4B4fdFgriHE2fnISSRafap1r6KHmqHf2IAV88d5wl%7EFoBcsXovoSOF4W-EU%7EoL-WlyQ9YewS3qVQRacVPU4klpPNkSTl0gBtJHkf5KhhMJMHQnrww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:55,673 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:55,702 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164910Z&X-Amz-Expires=3600&X-Amz-Signature=7d796df1f99337c9382655ee00a0d8f2fa90c55a6cb30895450850855c6bcc1c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164950&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vN-Ggabl0DGtdHFkE5Clm606imHbEOHGm1MniPE7Rxpks3KYXgDgx40%7EZ8B%7EK9Y-D2pl7gCulBnTz4I3%7ElrS0h3MvOzj0jLi3096N2yL5Ma%7E0n%7Epb3H-PuQ-o-SvLVH9VLyclTqM0RA68JZ232x8hAAjVPVtymJJ1JyrTE5SAT01F5UZOA6s4oQsRYHXR%7Ejy%7E3RJsZLXYwGrX%7EaVCwRf3CDkvGSCLWE0T2B5T-IVKb27BAgzYpU6pSyU0TRaX02zgFAskKB6YFqlF8eC5FVUFi6l21emo8IebNW4MQypVTtMRILJOSLfQqCKp8JRb7QHWIn3zAtWE8SqmzWlv11YTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:56,029 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:56,060 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:57,701 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:57,729 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:58,105 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:58,134 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:58,497 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:58,525 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:53:58,901 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:58,930 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165102Z&X-Amz-Expires=3600&X-Amz-Signature=92e09699433ddcc9418a1f69524aafa6533ca12490ea725f1d7082ab8e25b57e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165062&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I%7EKjfauuw3SUKf91rKXaUGquqw4KjfYRlfpgYcjkPJB1W5MnR-3gvK0gF3lmyvY0Xvcu97iNpY2G%7Eb7sQ8dNLfQMaa49WtvAV55xRillZIwrLmz3ZTsfyAo82Zy1wkzlK3Tyg3xRyq3a8M4mwXtYlb7YMQsVZBvI-E4UKHlxuXGz9WRIfFtq1W7qkEgB9WcmFBSzNNK68GT5T9VF2M1nYo-qaeAl06uPez%7ExOGzNZsPlLH2LXMMlmnEupsRzhfXeoer3w1QMp3V7oJQ9F5A6ZrQ8XDKzdng6RFbFCA5cqx0h-6myGLBQ8qbtc-mnvrsx2ZEa%7EpVxtNyD-Ai0t6jfPg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:53:59,325 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:53:59,354 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:01,189 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:01,216 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164926Z&X-Amz-Expires=3600&X-Amz-Signature=44f67da82abd048d8f1be759caa5365112719b3561e8c1c712cd744d02bb717a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164966&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=jxXe2l%7Ef5PmduF7IyXap1k1HzYVzq9YxsQYqzAz0OGBk5S-XOTQ4RuZ8kIOofahzny3O2yBec-ash%7EC4X1s5qr4SZWO-g8cbKhxu1txqdrEx8AQ6Okjmc67eYyFgMY%7Eko1-Sc7SUSVsjTlW-LLVUQQZLQFxOGMUljTwhGCgZBxpYcdGl%7EyWaGBEsKrbpKPY0wU%7EX4D5gyt4jM90n%7E9kDbHH9wLAGujh56ZJAYVGa%7EkLRbrlfA%7EL9%7ECjYNXd0l9%7ETfBJjJUVU1q-cWtulo9yu%7ElRxkzpwBCyZbJ1ZbOZbCsJguTvMxsM0ID58NQl2tUQR1d5w4FTj4MJSjjnH8yY5jg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:01,581 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:01,609 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165308Z&X-Amz-Expires=3600&X-Amz-Signature=5eec888133448d39b31dbdef4c8b2478498b8835c56c95739b249b3212ea7d93&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165188&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uolWNtqTUeVMjL0X1p%7EbgTGrJBdoNBKY6bN2%7EkwjS%7EnRX%7ELNKe3JC6vvO7kalDTJQMPtcaajl%7EKKvJ9kl4XU%7EPUnfJmosSx5AjIU0E1fqfPj4WNawM7HglAVRSvOHGR02DJbplJyK7YFMC-iqg508mgp4kMYaS4UEaNbnoX7c%7EUrstw32A08KB6iXyxDZ4wjzSbIei-Xmu6bX%7EqfqP%7EsE2jYiWWsrkgK9V89z-g3RoMNqCnJJhC35xi%7Ey5aFDym5zEJ7lZRzFFXYr5v3ujoUJEE9V6gpj0OSMfsOCfbBkbWInG8WaN-5jjHt9DqUTdt1b-oLIUPR8u5TLmtBB0%7Etkg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:01,973 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:02,002 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:02,383 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:02,411 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164922Z&X-Amz-Expires=3600&X-Amz-Signature=0ef9f98eae63daf38e7cbd30eb36b2b3b992f78c48eb06f089df450889fd9771&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164962&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qqb0xNSHKl%7Exm7lSTlkZux6I-zFigiR4q6C0a5sV7d%7EKB71pNy8soWVxnHRjb4ujuCYpu5JqGEO%7Echmji47jhu8NF3yFwGA9TPqM5OneWIvA1P1sBLNO9pPVEoFKDIzxm4hvxIm6J%7EXdwbPM4pysT%7EylmKtjpxlnyRmLc3aAyNkTImLgEJvW67ZAJ7dBY7KzESXO4HHvPh4jMtKqw-LiIE0CuInU2pQDvm40VYVSoTI7GINgt4qr5y7ysAehZ1I4PmvJwSaPr9KupTIGQpYugtEhhd--GMO1qOHLh0XPt8IYwTA8GNuwOZlv7EdkOFjEL7fq6md8wzeth%7EKsfFRI7A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:04,547 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:04,575 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:54:04,976 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:05,003 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:54:05,382 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:05,411 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:05,790 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:05,818 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:07,707 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:07,736 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164927Z&X-Amz-Expires=3600&X-Amz-Signature=aa66129c869ed1df67475fc33167228c2377e2bceb3d52ffb023b019d0223ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164967&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MLxfOfva9ER5O%7EtpqiCBdv1gpyO5Si7TpPGmGRN9xy6bILPCvyWEmB4ZDo8Z5S8wf1bWSFrdoQsQ519hYVmHnCwNJ3WOVsY-YJFzOpDDZcAGodtNW9dQ5fX3fbs%7EuQYn9a62nbSp%7EUGqdJLD2%7EYg5zublogyVLXDgD1%7EjXL8kPp4xheD%7EhJaP5vXPPWKKZW66nVBrEXh9tIPlDuR7a2auw8amK1WYFlS6RCuo5Un6b75adwiCHU85-zWpJU%7E3Crm4QPgFcRLtUWer-TNUxNIcO9DcOjGd7Qnnthw7wjZA2V-X7jWO73ktg0EBbm11DkS%7Ed0oD9xu%7ENHkL5-8lLBHQQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:08,085 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:08,114 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164953Z&X-Amz-Expires=3600&X-Amz-Signature=f7fd3c7a222c306acb7d3364c5ace3e38bf742b1e02c56ad89843c110bde2fe9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164993&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I1ZH%7EaLFC5S%7ECKITvLatHMxqti-jdWRyaJaIJQwPqns46Ie3xgZbyxhqbfo3u5aoWfTWRYIuC4VjYmloAY1BYleDqDQugYEjr42989crrBJdKwRLrIt9APPRwS1tD-vDbUtK0k-8ZtyphHZQtD-l7YgdJhnPQx7TZpw5uDKbHHrU5TQBy0clVj1CpApmIKorjZH5HvFKi9mgmmHqQ1ndk-UYZFGQpgQqSMpvKLr456h96EtcH7cnSQLFwEPinOXwF2YPkvcnmj7HMQ1KPog%7EBvZgQswj1KHacj3EXCxIUFh%7EEtp9N4ge1g5TOVRn8tIVY15qUwFKY-VZbng3XOtkrw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:08,465 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:08,494 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165321Z&X-Amz-Expires=3600&X-Amz-Signature=5d00390cc2dbe30a35574d650a82d92ee9120b4a8702d36c0805415c78f3a95e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165201&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTIwMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=mZjfqjoyOgvovT3bGsMYEqHEZPmxnY0R3twmTWElygaFaTiIH8RwomP9lEhUbf6Vi54jzAlOjtQ3Df4-W%7EiT78an3NbYpTQBpmBJwHxquGl%7EmtISsXpn-4L6IxhZD2aMHkDrNd%7EwLFi-c6PfK0xmCUoPulOlFtZa3BABHiIahWFQmVdpvPi4K52mbf3FADnQMx275XuHqiG5OvVz-WzZNWvmhGgSuNgnjT63Dkx-TZfT5NtTpSA1mj0t%7E3JDvHmD17PJkDoRIsZUlNwgW7ZH-vQ1FDWJrFu0SIG1IqwN85ohUVbNCXjTok4u4T232gBampIBBHPk72R5S1qMder7Cw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:08,854 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:08,882 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:54:10,536 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:10,564 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164836Z&X-Amz-Expires=3600&X-Amz-Signature=64ba0fb3b82944dfad9cb3e0f88ce25685fea606a7e2da8f706fcc944980e272&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164916&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=E53hRFcTDwAppJv37lB2xc%7Eyjvlxo2DX04mSwb9Il5VK3b8swJ%7EGKVKLXxUsNLkQqWhz9C5px3Q0D303vSQfEkEDtZnoW%7EJpWLhL5uHlC-lvMnhvZkUn0Worj0AGfN6TPWKUU68mYhwIyo-Pab6a0l9iHrsEKbTyp-9v2Ja86SdQuPFSslNXQnFTNDD8RuCiPszuhAd1pRkOPJXHyBCjTrzatTBY9VtH1w1p0wJrdj8-N%7EL0qv9g603aGUn0JH1k7AnaLNK6JmlpHitgXZa%7Ec%7EN%7ET-FC-5AOtJN-gTNjwcd6w%7EERexCB7A4CQ3jxad8xWHsu9LlM6KblA5bKZYSAow__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:10,907 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:10,935 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:54:11,317 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:11,355 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165321Z&X-Amz-Expires=3600&X-Amz-Signature=5d00390cc2dbe30a35574d650a82d92ee9120b4a8702d36c0805415c78f3a95e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165201&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTIwMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=mZjfqjoyOgvovT3bGsMYEqHEZPmxnY0R3twmTWElygaFaTiIH8RwomP9lEhUbf6Vi54jzAlOjtQ3Df4-W%7EiT78an3NbYpTQBpmBJwHxquGl%7EmtISsXpn-4L6IxhZD2aMHkDrNd%7EwLFi-c6PfK0xmCUoPulOlFtZa3BABHiIahWFQmVdpvPi4K52mbf3FADnQMx275XuHqiG5OvVz-WzZNWvmhGgSuNgnjT63Dkx-TZfT5NtTpSA1mj0t%7E3JDvHmD17PJkDoRIsZUlNwgW7ZH-vQ1FDWJrFu0SIG1IqwN85ohUVbNCXjTok4u4T232gBampIBBHPk72R5S1qMder7Cw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:13,020 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:13,049 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164921Z&X-Amz-Expires=3600&X-Amz-Signature=9160e1be6f1fc5b8479b633f5d135954745d9d65fa01a9bdbd2a311560e93f25&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164961&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Dw-MaGIEKUlJhcil5BvERw6IusxhkiGePhgU6XH8inCxxEa42ktZg2GjVJ8Dzq06JmtRavEIc2d3u81OFoF3Q4YIodw-nLbTdJjQw1gGtbXGS6xwDYAB30RqRMpZPQ%7E4nQLltWzZ5z8b97hmuoepAlHdjlpOlRUvoJBk5WEAN-%7E48ECktVjosXdoOdYysjHiyBZa%7E5-UvOgA0XBHsLunMnSYD2Cv65N6geb7jmx%7ElHHVlBz0UDyP3pCUgW8GwlgKupP6oq4-P859o%7EiK-qvm-u4Ud1dtAwKmfm%7EKimZ8Z8uol-1hujvRa1kgvzyqUyg%7E47-7ef9DWLFyRSjCQF8rTg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:13,385 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:13,414 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:13,754 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:13,783 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:54:14,145 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:14,173 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:54:15,815 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:15,843 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:16,424 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:16,453 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:16,811 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:16,839 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:17,215 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:17,244 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164933Z&X-Amz-Expires=3600&X-Amz-Signature=62ca9a42d88cca67e42df582f4f1ff0996cd8f1ff880830f45c8e0863c320039&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164973&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TWbJLw4S30WOtcm26UNCEMhMJZx3vmGba-kx4yaEuLYzkuUszIOOsOmopEh4D2bXZb9TRlXk-6%7ErMc-HnrHiW2oIRxSj2wM48SQKhC%7EF7tw9MdQ9yUQsPXNhDTJ1cSaFbW8wO4C92cUJXfyrskCNcUJRYR6lffN4YiQ8t%7EYQDZ%7ELTFgweCGvzV1JKDvNK55nv1M3HTCjaEWfFfYlu97lEK1Zs6uFMsn2lhTAKXPd4C%7EaZs9KxCfyHnP9eB7nSSUu-iQtoxPcCBwk4dJ0IdHltk6RRm7k7qvuwl6JIpizyh%7EbdPr9ba1ayGMcJKn3WVEra8ygEpp9d3mYgDkgqVi4Jw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:18,951 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:18,979 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:19,493 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:19,522 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164856Z&X-Amz-Expires=3600&X-Amz-Signature=b098fd544980e399444b4703e278b94f81964ba5702db39bb7f82dabe97f8bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164936&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=fOeZU2NZ6ZtK1uS4LNagqtyR2zWXVB18ot9ee9d-d6GTWiHLjtAMXknsJoNt2uzkVbe1WHxkUbHWuPLCilzY0ax2a6yX%7ERNbKDph%7E2KblYrf0Qs6d2KjgObSCcUKCjgFTFybZGUWmvygTWqIp6oxAWoUxTA4jOWHofQvpwZD-K9yeG921ScVn5Rk-eW3rhIdaoq-DieIsVW6Mh9nUd7u8YmgB3CZn76ygqzm-ozz8ycuyot9AhIKM-yP2RSGv6pow1ba6udrblalHkGqTl5IVyJcf21bU-A1q5jGsZivqfZmLjVVhX-hLa7RzbUhi8bX96mpa9oVCkWIsFNpGuigig__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:19,878 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:19,905 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:21,555 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:21,583 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164922Z&X-Amz-Expires=3600&X-Amz-Signature=0ef9f98eae63daf38e7cbd30eb36b2b3b992f78c48eb06f089df450889fd9771&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164962&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qqb0xNSHKl%7Exm7lSTlkZux6I-zFigiR4q6C0a5sV7d%7EKB71pNy8soWVxnHRjb4ujuCYpu5JqGEO%7Echmji47jhu8NF3yFwGA9TPqM5OneWIvA1P1sBLNO9pPVEoFKDIzxm4hvxIm6J%7EXdwbPM4pysT%7EylmKtjpxlnyRmLc3aAyNkTImLgEJvW67ZAJ7dBY7KzESXO4HHvPh4jMtKqw-LiIE0CuInU2pQDvm40VYVSoTI7GINgt4qr5y7ysAehZ1I4PmvJwSaPr9KupTIGQpYugtEhhd--GMO1qOHLh0XPt8IYwTA8GNuwOZlv7EdkOFjEL7fq6md8wzeth%7EKsfFRI7A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:21,940 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:21,968 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:22,353 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:22,383 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:24,093 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:24,123 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:24,503 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:24,531 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164948Z&X-Amz-Expires=3600&X-Amz-Signature=72927c204cf5d05d66b4ae6cb6c92dd3acd3652eecf835e959edf03835c4f608&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164988&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Oo7DLCqZkWdW7uKIjZHI5XBsqBlnf9NvL22FcRUsHsgYrt0UmXkirpxeqb6IyPxbNWIuz1c-BlxAWJJNAmW0egxBdGK8JHwWfbrr37q3D9kuueif-t8nEgqEitYDqx80Jp0HtXoBoQ7hOfehFANbrmveeWezOGCVUGKEDJiU1DRrlLhhu9ea%7E2-ecwuWLMwqpHrborZQ-Js9wOcN0TpQEWPk%7Efx9LrbhiGiJ39QzhGa4NNNX1%7EG0zG93sApIbfGapHHGBmfrmiMXHx3mVOM6-b56SUiGJlCmGTvZfGlNsh7eO-uSbggfBI4JnJ5zfiG2VAAaE3gMGCCmekPaKW-Mrg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:26,171 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:26,200 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164856Z&X-Amz-Expires=3600&X-Amz-Signature=b098fd544980e399444b4703e278b94f81964ba5702db39bb7f82dabe97f8bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164936&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=fOeZU2NZ6ZtK1uS4LNagqtyR2zWXVB18ot9ee9d-d6GTWiHLjtAMXknsJoNt2uzkVbe1WHxkUbHWuPLCilzY0ax2a6yX%7ERNbKDph%7E2KblYrf0Qs6d2KjgObSCcUKCjgFTFybZGUWmvygTWqIp6oxAWoUxTA4jOWHofQvpwZD-K9yeG921ScVn5Rk-eW3rhIdaoq-DieIsVW6Mh9nUd7u8YmgB3CZn76ygqzm-ozz8ycuyot9AhIKM-yP2RSGv6pow1ba6udrblalHkGqTl5IVyJcf21bU-A1q5jGsZivqfZmLjVVhX-hLa7RzbUhi8bX96mpa9oVCkWIsFNpGuigig__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:26,597 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:26,626 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:54:26,984 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:27,013 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:28,642 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:28,671 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:29,019 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:29,048 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:29,392 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:29,422 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165018Z&X-Amz-Expires=3600&X-Amz-Signature=a513a929cad1eb953829918b3116bd66035db2390f5d4dcc7b04aa1d0ab41a68&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165018&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vztRNHLUk5FwDk829E3KX-PO8c10zNaHLYS1C7EKrFuLEXl9CvAdfwUaFPvCtS9yXplqQkxWTHUGS925kFFvdBtSAhYG1CNgUltE3HN67Zl9x205i8BoFlwaC-V7VRCIl-ODKJdSOL3W-fWdC5nEmYcrL%7EBrWQ0gwaUrjfiE%7Ewkh0JzWYvGTRTGSjDW4HJ5D7RSlBpvyFu9LTFpC3wooybk6m2LuauLI-Ttmk0uchD9C03c34EO8JmZCNSwmZfO6GfRB2WcztQf0Qcvdo-w9HJ1L-bYzL3vV6vl3PxuSizS8zZkekAYjcCtkTe4DUMzkfUEyxgHk195%7Et%7EuKjhmQqg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:31,112 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:31,139 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164834Z&X-Amz-Expires=3600&X-Amz-Signature=52f0589a2a77a0f18376f129eac344f12823df56d79df219c8ea791a56059728&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164914&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=iCa4I8zZpL-o%7EQvwKCa5eMli7HuzW-FvmVvr6D9NDMgaIQhu1Vn-9YONWVytTl2IbgpCUaLocq0M8idCpxqRLippI2ZU6EjUqaIxLtU7mrMOsWwzzV%7EdPD15PRHEdjhArjptV-m9Zq-bkL7IQgct2gByeaC8o8CcGUwoGXGXxAnMRV1G74hUYSaTy4c2WI2DqkolnoTK9naoHDK1DqQ1HcvxOk-SOhU4FRlGkDbAjyoZoe6AljxuufNt1Z%7EEgEwJenO%7Es9mUNnShgPC5AJ6k9rQkmAqvIZKl7EGo%7ECSr5OCtoTthQV0NZxLRvc3cXwAuXJUF6gWGKPUYCrwTP-EuDA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:31,478 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:31,506 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164836Z&X-Amz-Expires=3600&X-Amz-Signature=64ba0fb3b82944dfad9cb3e0f88ce25685fea606a7e2da8f706fcc944980e272&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164916&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=E53hRFcTDwAppJv37lB2xc%7Eyjvlxo2DX04mSwb9Il5VK3b8swJ%7EGKVKLXxUsNLkQqWhz9C5px3Q0D303vSQfEkEDtZnoW%7EJpWLhL5uHlC-lvMnhvZkUn0Worj0AGfN6TPWKUU68mYhwIyo-Pab6a0l9iHrsEKbTyp-9v2Ja86SdQuPFSslNXQnFTNDD8RuCiPszuhAd1pRkOPJXHyBCjTrzatTBY9VtH1w1p0wJrdj8-N%7EL0qv9g603aGUn0JH1k7AnaLNK6JmlpHitgXZa%7Ec%7EN%7ET-FC-5AOtJN-gTNjwcd6w%7EERexCB7A4CQ3jxad8xWHsu9LlM6KblA5bKZYSAow__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:31,859 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:31,887 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:54:33,515 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:33,542 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164940Z&X-Amz-Expires=3600&X-Amz-Signature=310c7bcd2db700084b82dce4d141b4412aa90f4e4dc4ff26bb517785812cbca3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164980&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=P9iYn0qfBeIaF6rVqK0gnrRDR2VTqQa36ObsIeijRaNOpRLcCNKaW8u415y6qrjo6zBnQcwCpijnLMJJioEty7THWL4KuC0I1cetgr%7E3zMI0PbFvqI1mEeqIy1pHEzQFW9dsfcLpowFk0wc8LYyfIxnF4RqnejRUBNNvN9vXENZmreF7JWlGrSwbGDmLpEj3JNzdU-c1OSnAj6wyStkBEWV0OtYaDMhtKOC3qPCWG6DV7OZlRXXWyswGQBpPoZPkYqPjtYzVLldglQe8A%7EgUaE2q4dconqvW3-i-74zIQCMdzZ0kbOEsalvSPXZ7NSAFgIYI3pGEcIGl3GmADKHlbQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:33,880 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:33,911 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:35,483 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:35,512 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:35,887 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:35,916 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:36,311 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:36,339 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165013Z&X-Amz-Expires=3600&X-Amz-Signature=05c11c34bcf372e398340065d5cb54b23413d1b0274dc4871e79331007edb7e8&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165013&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=arOsNLTBfg7qWDrQBmE4ayeWJW1qFVnJ99iTdgQPqaoKM3w5-7VUb6ywBPYIzsBC4ueeTbL25-mg-btrEn-acVrCa8QgyXqOW75Thyx7D-bkNcmV%7EQ09PW3TqzhclYKqkjysK4ZoBwoH1AaRe2cBW8EfBkaPzshvXCW5%7EFMyYrweRl4BxTv2RylhyS06yIfhP6%7E7aEwPZdcqws66lc%7EgbuXR0%7Eph7I0U-XdICHWJzwgvWfA0tTxLcQ203P5agRjaHWIAWmZFCTwS7OVDSCnhhhPk1unRIdDEDz6o8jPzFJmkALExsnwp5PNKyjjeqDd6UrosUYbUQuby694SuF5jhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:38,004 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:38,032 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164920Z&X-Amz-Expires=3600&X-Amz-Signature=87fd528b97f0eebf5715221db1ef194ea14cc352a874ca1f94971b32cb27fb0d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164960&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=KWOp2dImaZUtVrbVzDFysXphEs39fFqtWBo2LRoIbGW9b3uiyOPUrVR6FHsHqQIw41zz2fQnvK5PrrE-joePkuDT0jdN3X1sAHf7Lx%7EiWUy1RLcxBlE036UoRXDqKqQnHuQMBCjxG2ISA2Fjl2s6OoLEan8UtNbFjbE4rmtjF8awEZLbhmQ7RR2ekDQpfvdq2D2w39sN5jNcKPyApQK1MmHSJ5hL-SM1NuJOqadr4FcGshk3hUflrgvBzZJISW6fCEUW8G4q%7El1ZOpJJ59VUHgGaqL7nJuyn44L1pnvVK5GsAyxQtHROnaeR5QZPuYvlVAPrz8-qSErxwstJ1j0HmA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:38,408 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:38,449 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:54:38,813 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:38,844 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:39,187 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:39,216 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164945Z&X-Amz-Expires=3600&X-Amz-Signature=d871f9ec5eb0a103c5ae8c01f5dde59a4035fc91ba1f9fe6ce9eef304485b5ad&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164985&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=WHVuv53ZVTcW3XfnyRZH-2FTIx6xVdbUAojvx6H99XOmwjFfmy6STct67RnHxMw0LmA1HqPWcan7udLXZGV9T3Q1k754OOw8PhUtJM0ynXRLE%7ERS62%7E4GQpbonrm20%7EPxX9s8IMTOUSH3a6C6Xrti0M6wzX6GCCZFtRf4R3mzZK87QsNVw96aykjHYytY2wnRxidlL5UaDVFGl6Jr67tPAT-maW95YBoSbPum9-YxwGmBaBAUi0jbEYLacAsbgtBlFNCjSB3NZPps3FWeFUaB5s-89KgvDbkSEZtwxH0QcCfq1UY1Ak62HXoiFcgtULJHcuAkbWv3W08cSa5bkYM1A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:40,883 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:40,911 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:41,357 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:41,385 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:43,018 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:43,069 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165018Z&X-Amz-Expires=3600&X-Amz-Signature=a513a929cad1eb953829918b3116bd66035db2390f5d4dcc7b04aa1d0ab41a68&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165018&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vztRNHLUk5FwDk829E3KX-PO8c10zNaHLYS1C7EKrFuLEXl9CvAdfwUaFPvCtS9yXplqQkxWTHUGS925kFFvdBtSAhYG1CNgUltE3HN67Zl9x205i8BoFlwaC-V7VRCIl-ODKJdSOL3W-fWdC5nEmYcrL%7EBrWQ0gwaUrjfiE%7Ewkh0JzWYvGTRTGSjDW4HJ5D7RSlBpvyFu9LTFpC3wooybk6m2LuauLI-Ttmk0uchD9C03c34EO8JmZCNSwmZfO6GfRB2WcztQf0Qcvdo-w9HJ1L-bYzL3vV6vl3PxuSizS8zZkekAYjcCtkTe4DUMzkfUEyxgHk195%7Et%7EuKjhmQqg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:43,412 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:43,442 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:43,800 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:43,829 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:54:45,433 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:45,462 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:45,866 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:45,895 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164904Z&X-Amz-Expires=3600&X-Amz-Signature=9658fb7bc1163bb7c6e86b6016f5ee0a99ac5c424163e25c315113c97c0c429f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164944&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uit2GOG9tDlzgtZGuDBRSwu9VT8mYBZJNpNPpLgKug0mi3IFWANzXcWAArQYjUpulhhz2duyXVXquDLicViP8XkyX7G3qgcS3NjgAeJm2-Pj2taP3h0ANpEmhx0adbgV4HzMjcS7-TUtqio7jRXbq4dlxFzWM9ysufCUMMHbaz6D5gnNz7Y1f25FNYkYlXNuIJsNd7rVwi1w%7EWf-rNv%7ET-O6gjvFpyNlPmUyLkk2yqYjihWozifa%7Ey6Sv5srl8d6oXYkxRLJp3hS4nhfeDRFHjXazTzPxPZCTE0fYKB%7EOD76dBZJ4aY-yZn8Tq4zt97LcC6dmw3UH8wEOqojkOdfuQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:46,286 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:46,314 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165102Z&X-Amz-Expires=3600&X-Amz-Signature=92e09699433ddcc9418a1f69524aafa6533ca12490ea725f1d7082ab8e25b57e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165062&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I%7EKjfauuw3SUKf91rKXaUGquqw4KjfYRlfpgYcjkPJB1W5MnR-3gvK0gF3lmyvY0Xvcu97iNpY2G%7Eb7sQ8dNLfQMaa49WtvAV55xRillZIwrLmz3ZTsfyAo82Zy1wkzlK3Tyg3xRyq3a8M4mwXtYlb7YMQsVZBvI-E4UKHlxuXGz9WRIfFtq1W7qkEgB9WcmFBSzNNK68GT5T9VF2M1nYo-qaeAl06uPez%7ExOGzNZsPlLH2LXMMlmnEupsRzhfXeoer3w1QMp3V7oJQ9F5A6ZrQ8XDKzdng6RFbFCA5cqx0h-6myGLBQ8qbtc-mnvrsx2ZEa%7EpVxtNyD-Ai0t6jfPg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:48,016 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:48,044 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:54:48,411 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:48,439 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:48,812 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:48,841 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:50,491 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:50,520 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:54:50,904 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:50,933 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:52,576 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:52,605 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:53,039 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:53,070 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164903Z&X-Amz-Expires=3600&X-Amz-Signature=228b089ee4e8da375a115e1a81344059fd7bbb3532d81ad77c0fb976b1a1ae17&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164943&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ey2ICn-CEt229scXoJixqP2HyinKCnNPMJd3a1pehyRjGqSL8vEl13AisXavlH-rMwl0j8nu2bVQhiLKuCtEtE3OSvkyHc1P%7EyjluVn7cTDUDJ4D1ALipFzY4ExUECVK8kRFvkwa2vDvzxu%7EFkdIM8EcjYd91OXWPHyGf2iThsLpexWctnxlxMEN5PLuLmEswYqldUHciIjn46450KfVgTpUi4bswmNThI1MrvqkOQmMw1cQGJWX9XEzXTUsl9BdmmvnievVWs1-awvOz4bBooYS45ifFQxu%7E006bRsdUObcUDeLlnsHnZ8opEQqSemvz2T2c9TTryX9ckw7MDF0%7Eg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:53,435 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:53,463 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:55,072 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:55,099 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165000Z&X-Amz-Expires=3600&X-Amz-Signature=265567c42d4d3684b8d90591704f9f16f83020b48b0d5100aa75f11afe3d430a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165000&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=q6u3CGwZXTLZ4tYbtx9DyN1tRCIRZi6wSeK3a8pCQuitQkFPuiEPGQYs3Wm5PbfV3zxKUh38P61p76TcQApnmLMGGYx0MqYv38UcLrlznQaw%7EMaepktsG%7EB43oL5WldIzhoqSxNO5KLINB0I8UAhkIAPtcH7hb51Aio5VGNEWMBKfMleobg10wVUG9CQRBCZm%7EO4PzSeMHZ82I%7Eb5sTBk6tiMYvO1%7EmEqleODWOSswCF7BpXJuXgd0Bx8nVVK27KSWsetIScidCRZZVuO-WN1zLXlEaasCb4Z1J7KoGVXTT5Dd0ihFPOS0niGGDmwvtAYrL8HJP4lt22zCfruXDJwA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:55,460 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:55,491 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164903Z&X-Amz-Expires=3600&X-Amz-Signature=228b089ee4e8da375a115e1a81344059fd7bbb3532d81ad77c0fb976b1a1ae17&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164943&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ey2ICn-CEt229scXoJixqP2HyinKCnNPMJd3a1pehyRjGqSL8vEl13AisXavlH-rMwl0j8nu2bVQhiLKuCtEtE3OSvkyHc1P%7EyjluVn7cTDUDJ4D1ALipFzY4ExUECVK8kRFvkwa2vDvzxu%7EFkdIM8EcjYd91OXWPHyGf2iThsLpexWctnxlxMEN5PLuLmEswYqldUHciIjn46450KfVgTpUi4bswmNThI1MrvqkOQmMw1cQGJWX9XEzXTUsl9BdmmvnievVWs1-awvOz4bBooYS45ifFQxu%7E006bRsdUObcUDeLlnsHnZ8opEQqSemvz2T2c9TTryX9ckw7MDF0%7Eg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:56,101 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:56,129 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:54:57,797 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:57,825 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:54:58,161 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:58,189 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:54:58,534 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:54:58,563 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:00,190 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:00,217 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164926Z&X-Amz-Expires=3600&X-Amz-Signature=44f67da82abd048d8f1be759caa5365112719b3561e8c1c712cd744d02bb717a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164966&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=jxXe2l%7Ef5PmduF7IyXap1k1HzYVzq9YxsQYqzAz0OGBk5S-XOTQ4RuZ8kIOofahzny3O2yBec-ash%7EC4X1s5qr4SZWO-g8cbKhxu1txqdrEx8AQ6Okjmc67eYyFgMY%7Eko1-Sc7SUSVsjTlW-LLVUQQZLQFxOGMUljTwhGCgZBxpYcdGl%7EyWaGBEsKrbpKPY0wU%7EX4D5gyt4jM90n%7E9kDbHH9wLAGujh56ZJAYVGa%7EkLRbrlfA%7EL9%7ECjYNXd0l9%7ETfBJjJUVU1q-cWtulo9yu%7ElRxkzpwBCyZbJ1ZbOZbCsJguTvMxsM0ID58NQl2tUQR1d5w4FTj4MJSjjnH8yY5jg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:00,601 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:00,629 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:02,258 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:02,286 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:02,637 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:02,665 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:04,266 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:04,294 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:04,662 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:04,691 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:05,022 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:05,050 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164830Z&X-Amz-Expires=3600&X-Amz-Signature=d9710b51534f046c9b5a69add0b62156182c9aa44d7d10f26517ecab728a7bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164910&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=RsdgA7YrqukMmZlfXbiZKPAcjAn6rSzGOYIX%7EzNCQK0RSzvShEQT-cVH-xMpZ4xlHtK9NTNF%7E1%7EEn6h81xgnSKFLevVBaK03Rl2XuGqu08HlGKTeiH7YvpsN1UACH8Nr5I5WWSGCGgd3TubnEm6H3XvhtUKxzEpZc0l1%7EWaHc6IlTPjAQhD7rP7KRWDn6drLGu8BtRxngr7S4lzXgidtrnBtgS9w35X961JvuJ3uuasT-paT5jpH0e9OdvyuRKf%7EZRWGZl95eay4lfevt0uNxxMQP-ea2cxOsUtpyLbZMs4G0IjDFkuFUwGr%7EAyD4Ko04VwmKrsZjbFtiyuloS-15w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:06,727 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:06,755 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164945Z&X-Amz-Expires=3600&X-Amz-Signature=d871f9ec5eb0a103c5ae8c01f5dde59a4035fc91ba1f9fe6ce9eef304485b5ad&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164985&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=WHVuv53ZVTcW3XfnyRZH-2FTIx6xVdbUAojvx6H99XOmwjFfmy6STct67RnHxMw0LmA1HqPWcan7udLXZGV9T3Q1k754OOw8PhUtJM0ynXRLE%7ERS62%7E4GQpbonrm20%7EPxX9s8IMTOUSH3a6C6Xrti0M6wzX6GCCZFtRf4R3mzZK87QsNVw96aykjHYytY2wnRxidlL5UaDVFGl6Jr67tPAT-maW95YBoSbPum9-YxwGmBaBAUi0jbEYLacAsbgtBlFNCjSB3NZPps3FWeFUaB5s-89KgvDbkSEZtwxH0QcCfq1UY1Ak62HXoiFcgtULJHcuAkbWv3W08cSa5bkYM1A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:07,101 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:07,129 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164940Z&X-Amz-Expires=3600&X-Amz-Signature=310c7bcd2db700084b82dce4d141b4412aa90f4e4dc4ff26bb517785812cbca3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164980&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=P9iYn0qfBeIaF6rVqK0gnrRDR2VTqQa36ObsIeijRaNOpRLcCNKaW8u415y6qrjo6zBnQcwCpijnLMJJioEty7THWL4KuC0I1cetgr%7E3zMI0PbFvqI1mEeqIy1pHEzQFW9dsfcLpowFk0wc8LYyfIxnF4RqnejRUBNNvN9vXENZmreF7JWlGrSwbGDmLpEj3JNzdU-c1OSnAj6wyStkBEWV0OtYaDMhtKOC3qPCWG6DV7OZlRXXWyswGQBpPoZPkYqPjtYzVLldglQe8A%7EgUaE2q4dconqvW3-i-74zIQCMdzZ0kbOEsalvSPXZ7NSAFgIYI3pGEcIGl3GmADKHlbQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:07,491 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:07,523 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164911Z&X-Amz-Expires=3600&X-Amz-Signature=5b0f708b22e568efd4e49bc642f073030c3a54f6f04ee91639200fc52503810c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164951&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Cmqx2UJJ9pvpvFe4X72TN5bqATvAkROk-WJYTevB1G9ahGOrIuHKaUSJPyplm1Cxm78nzEOSYXCQkkg66ZeFmlyHo4CqRjZgIXTAH%7EBYQ-GAtWvWoZqc8hOgpJRN9BU0JkxnCvVagI3MD0squGU8XOon9hNUBc3022tU6iFbG4jkFHFROcpnIl-bh0pQPRnZOOlCIRUAL-OVFVPnWlT9UFVT8VE6BibxJfBLd9qsKR50tzw-L3Q2I850gS4TdRKTNvYtsSxd2cqhWYdQImSxZjtwUmB62a6rmZ5SuwpKQAn1A34kjeQjxCZGhHeNYmxaXkyDehsywLMBjiP955OsUg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:09,139 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:09,167 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:09,506 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:09,536 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164843Z&X-Amz-Expires=3600&X-Amz-Signature=8b3cc9fd6536ab6eeb767c2be1e91497fa5e9b444c235cb617b7f2be2d7e747c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164923&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=LdOeimts8e3vZqbJ9cqJQgpF17pZTA6ys45Y%7EclX4eO23K25%7EOmPPDDDMrUV18%7EMy6BGotPqkvsBN2Jxkgyhl-K-39frN3yj7u9TAin8qau8HmO3oCRD%7EqvAJdC7cUZdESAgr98bjzfJuH1lLBtXIhwAC0M1brADCAFYJkD%7E0PSLeihgerHANUab-XPciwJhkb5cZOzHjYlcvWw%7EmRCkPAnuKariWMzHAOHJw4B4fdFgriHE2fnISSRafap1r6KHmqHf2IAV88d5wl%7EFoBcsXovoSOF4W-EU%7EoL-WlyQ9YewS3qVQRacVPU4klpPNkSTl0gBtJHkf5KhhMJMHQnrww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:11,118 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:11,146 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:11,483 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:11,511 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164921Z&X-Amz-Expires=3600&X-Amz-Signature=9160e1be6f1fc5b8479b633f5d135954745d9d65fa01a9bdbd2a311560e93f25&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164961&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Dw-MaGIEKUlJhcil5BvERw6IusxhkiGePhgU6XH8inCxxEa42ktZg2GjVJ8Dzq06JmtRavEIc2d3u81OFoF3Q4YIodw-nLbTdJjQw1gGtbXGS6xwDYAB30RqRMpZPQ%7E4nQLltWzZ5z8b97hmuoepAlHdjlpOlRUvoJBk5WEAN-%7E48ECktVjosXdoOdYysjHiyBZa%7E5-UvOgA0XBHsLunMnSYD2Cv65N6geb7jmx%7ElHHVlBz0UDyP3pCUgW8GwlgKupP6oq4-P859o%7EiK-qvm-u4Ud1dtAwKmfm%7EKimZ8Z8uol-1hujvRa1kgvzyqUyg%7E47-7ef9DWLFyRSjCQF8rTg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:11,856 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:11,883 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:13,519 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:13,546 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:13,912 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:13,940 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164836Z&X-Amz-Expires=3600&X-Amz-Signature=64ba0fb3b82944dfad9cb3e0f88ce25685fea606a7e2da8f706fcc944980e272&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164916&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=E53hRFcTDwAppJv37lB2xc%7Eyjvlxo2DX04mSwb9Il5VK3b8swJ%7EGKVKLXxUsNLkQqWhz9C5px3Q0D303vSQfEkEDtZnoW%7EJpWLhL5uHlC-lvMnhvZkUn0Worj0AGfN6TPWKUU68mYhwIyo-Pab6a0l9iHrsEKbTyp-9v2Ja86SdQuPFSslNXQnFTNDD8RuCiPszuhAd1pRkOPJXHyBCjTrzatTBY9VtH1w1p0wJrdj8-N%7EL0qv9g603aGUn0JH1k7AnaLNK6JmlpHitgXZa%7Ec%7EN%7ET-FC-5AOtJN-gTNjwcd6w%7EERexCB7A4CQ3jxad8xWHsu9LlM6KblA5bKZYSAow__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:14,279 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:14,307 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:15,985 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:16,012 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165031Z&X-Amz-Expires=3600&X-Amz-Signature=eaf53bb17c4b1fb8f314d6cf1454e84963f726118c52d540f406ee201cc95a8a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165031&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I8hetGdI-ySgJpUtNYe7gdgn74K%7EHIpOPB6W5aeIApqKTyn%7ELKTS9q4xfwpa9xUvNyHVeHTiU9jcfVt9Etb2irE2e%7EKBy%7Ec8%7E6FiaRhsCztyQJZ2bi1o8d6MM89asb3GZAH8xyL9haiF8MwLY2JWQpXS5QqUqK1yPhSSBjiK5jKMJuAwmVv73kCmdzsI4y1Z3ZjQIjSo1v-Rt9vfDDDbQ7y2sPcUsSdyiUjSsZQym4Pl0GiSsuBB35zHZkP8FmwBN4BeQeRfEq9nRumOq%7EETMveUUfGL5vnLjkcWnDwPWkYUeQ8QSreSLs4UJSo5HqogwXS8IofYpg-M4wVXRwJXPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:16,360 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:16,389 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164920Z&X-Amz-Expires=3600&X-Amz-Signature=87fd528b97f0eebf5715221db1ef194ea14cc352a874ca1f94971b32cb27fb0d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164960&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=KWOp2dImaZUtVrbVzDFysXphEs39fFqtWBo2LRoIbGW9b3uiyOPUrVR6FHsHqQIw41zz2fQnvK5PrrE-joePkuDT0jdN3X1sAHf7Lx%7EiWUy1RLcxBlE036UoRXDqKqQnHuQMBCjxG2ISA2Fjl2s6OoLEan8UtNbFjbE4rmtjF8awEZLbhmQ7RR2ekDQpfvdq2D2w39sN5jNcKPyApQK1MmHSJ5hL-SM1NuJOqadr4FcGshk3hUflrgvBzZJISW6fCEUW8G4q%7El1ZOpJJ59VUHgGaqL7nJuyn44L1pnvVK5GsAyxQtHROnaeR5QZPuYvlVAPrz8-qSErxwstJ1j0HmA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:16,744 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:16,773 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:18,398 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:18,426 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164907Z&X-Amz-Expires=3600&X-Amz-Signature=aac0613fdec64253032fafc479236254c538fcd492ab9db878971b6f3ef4e995&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164947&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=k-jTgMm0HsHqTt9QEy8vIY0KrvCPMl423iG%7E7WOfjkXNR9QGTdu5NSL78fBEsgLoeetvpWn-t7mLP7UsT9ugwFFgkiGvu-RrekLMwW8kc7boFgZvcQTb8sDbhrB-BtqGLG7wzWy1ffNIQOcJi9QlBRdI33PaJ9GrziKVbdtAhvbMnczlFMyOzg7Ezz9yH5cObsRu%7Esxx6j07UTXlKcUs7mJshfEcQqyz9Rk2U9JqxaAS-QwvZ%7E9Gm8DrGGdMWjQT9ZyaWUhe0Bq-YzKLNkj42DF6DG7%7EWTgUjxmnBP3kOkE5keyx6rXeRhK7qzn-KX1PL4hJkSoE6o-tRcLU1IFMBw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:18,788 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:18,817 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164908Z&X-Amz-Expires=3600&X-Amz-Signature=20f22178c452ca04cebc9b2011c34c84d98af83da0acaf893c0d03dabb013fa3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164948&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=p6MrMBKhN%7Ez1fJ-QRTkx3BAZ-UCIeMtbvf%7EV3Oz%7E4QiKhypYeoiaicczwZSlD-pRQBLWw%7ENq7u%7EPRMqhRoKpymjlZSMDHpFhmIWGpMWGJ9bqXDSRUSOJSU8hWbfRaVElZiOhjf1pgkkug-U6ldsgOZrS9pOepBpuoadEyRuqiUX5CM8poDpxQL7qiXJlEZ%7EvMIXVQkCOVQophMW3eC8LDz9-3bQZeWOMiXE1OhjSVw4n6r2cTgYHnrj2uhs7utwYhOTSQ1fts5tQwPuBX4cibIZ20KdPmpih43EL%7EibhGXvEEOo1Won6kCkkls1FJgHnsfEIAB-DnecPQ52E1it4bw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:19,142 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:19,171 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164922Z&X-Amz-Expires=3600&X-Amz-Signature=0ef9f98eae63daf38e7cbd30eb36b2b3b992f78c48eb06f089df450889fd9771&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164962&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qqb0xNSHKl%7Exm7lSTlkZux6I-zFigiR4q6C0a5sV7d%7EKB71pNy8soWVxnHRjb4ujuCYpu5JqGEO%7Echmji47jhu8NF3yFwGA9TPqM5OneWIvA1P1sBLNO9pPVEoFKDIzxm4hvxIm6J%7EXdwbPM4pysT%7EylmKtjpxlnyRmLc3aAyNkTImLgEJvW67ZAJ7dBY7KzESXO4HHvPh4jMtKqw-LiIE0CuInU2pQDvm40VYVSoTI7GINgt4qr5y7ysAehZ1I4PmvJwSaPr9KupTIGQpYugtEhhd--GMO1qOHLh0XPt8IYwTA8GNuwOZlv7EdkOFjEL7fq6md8wzeth%7EKsfFRI7A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:20,784 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:20,811 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:21,186 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:21,214 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:22,804 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:22,832 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:23,189 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:23,217 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:23,564 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:23,592 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164953Z&X-Amz-Expires=3600&X-Amz-Signature=f7fd3c7a222c306acb7d3364c5ace3e38bf742b1e02c56ad89843c110bde2fe9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164993&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I1ZH%7EaLFC5S%7ECKITvLatHMxqti-jdWRyaJaIJQwPqns46Ie3xgZbyxhqbfo3u5aoWfTWRYIuC4VjYmloAY1BYleDqDQugYEjr42989crrBJdKwRLrIt9APPRwS1tD-vDbUtK0k-8ZtyphHZQtD-l7YgdJhnPQx7TZpw5uDKbHHrU5TQBy0clVj1CpApmIKorjZH5HvFKi9mgmmHqQ1ndk-UYZFGQpgQqSMpvKLr456h96EtcH7cnSQLFwEPinOXwF2YPkvcnmj7HMQ1KPog%7EBvZgQswj1KHacj3EXCxIUFh%7EEtp9N4ge1g5TOVRn8tIVY15qUwFKY-VZbng3XOtkrw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:23,940 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:23,968 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164956Z&X-Amz-Expires=3600&X-Amz-Signature=4f4fb625970267852cf4bf6866a8f08b18a7cbc778ecefb247352acaf59f80db&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164996&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=cgbu5soHeq5wKWJWSOEcI6NX181xCUaRdYKEeUco8VaaIgikuYpYbVF36eXJ4%7Eqgh94ccZLMYenH3jBM3kzYVp003Kr2%7E8kZKmCMZYtOaRGYqB8%7EMoC7ZP-QSmcE5HfMthWBmOvbnRX0m2JfUDdvhJr9rYaVCF6SRBL9WT1cZn-7fQ%7EhrBLx-iiVZjYoWHDqRHC8DPSSGslmQdappt%7EyPibS5UKuxRd6QAGbuTOj1DHhkvxkse5CGFP%7ELC1jpFiIm082FPVxgcG1DOhnC88ml7T4rITJVjxFQS44JYv0Pwf2zJaGtdtfl8F0JjDxqVf91o2cNMjN1tds60r-ySJhGQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:25,630 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:25,659 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164956Z&X-Amz-Expires=3600&X-Amz-Signature=4f4fb625970267852cf4bf6866a8f08b18a7cbc778ecefb247352acaf59f80db&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164996&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=cgbu5soHeq5wKWJWSOEcI6NX181xCUaRdYKEeUco8VaaIgikuYpYbVF36eXJ4%7Eqgh94ccZLMYenH3jBM3kzYVp003Kr2%7E8kZKmCMZYtOaRGYqB8%7EMoC7ZP-QSmcE5HfMthWBmOvbnRX0m2JfUDdvhJr9rYaVCF6SRBL9WT1cZn-7fQ%7EhrBLx-iiVZjYoWHDqRHC8DPSSGslmQdappt%7EyPibS5UKuxRd6QAGbuTOj1DHhkvxkse5CGFP%7ELC1jpFiIm082FPVxgcG1DOhnC88ml7T4rITJVjxFQS44JYv0Pwf2zJaGtdtfl8F0JjDxqVf91o2cNMjN1tds60r-ySJhGQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:26,025 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:26,053 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:27,690 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:27,719 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:28,073 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:28,103 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164903Z&X-Amz-Expires=3600&X-Amz-Signature=228b089ee4e8da375a115e1a81344059fd7bbb3532d81ad77c0fb976b1a1ae17&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164943&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ey2ICn-CEt229scXoJixqP2HyinKCnNPMJd3a1pehyRjGqSL8vEl13AisXavlH-rMwl0j8nu2bVQhiLKuCtEtE3OSvkyHc1P%7EyjluVn7cTDUDJ4D1ALipFzY4ExUECVK8kRFvkwa2vDvzxu%7EFkdIM8EcjYd91OXWPHyGf2iThsLpexWctnxlxMEN5PLuLmEswYqldUHciIjn46450KfVgTpUi4bswmNThI1MrvqkOQmMw1cQGJWX9XEzXTUsl9BdmmvnievVWs1-awvOz4bBooYS45ifFQxu%7E006bRsdUObcUDeLlnsHnZ8opEQqSemvz2T2c9TTryX9ckw7MDF0%7Eg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:28,473 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:28,501 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:30,366 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:30,394 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164910Z&X-Amz-Expires=3600&X-Amz-Signature=7d796df1f99337c9382655ee00a0d8f2fa90c55a6cb30895450850855c6bcc1c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164950&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vN-Ggabl0DGtdHFkE5Clm606imHbEOHGm1MniPE7Rxpks3KYXgDgx40%7EZ8B%7EK9Y-D2pl7gCulBnTz4I3%7ElrS0h3MvOzj0jLi3096N2yL5Ma%7E0n%7Epb3H-PuQ-o-SvLVH9VLyclTqM0RA68JZ232x8hAAjVPVtymJJ1JyrTE5SAT01F5UZOA6s4oQsRYHXR%7Ejy%7E3RJsZLXYwGrX%7EaVCwRf3CDkvGSCLWE0T2B5T-IVKb27BAgzYpU6pSyU0TRaX02zgFAskKB6YFqlF8eC5FVUFi6l21emo8IebNW4MQypVTtMRILJOSLfQqCKp8JRb7QHWIn3zAtWE8SqmzWlv11YTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:30,736 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:30,764 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:32,373 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:32,401 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:32,761 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:32,790 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:33,200 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:33,228 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:33,621 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:33,648 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:35,546 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:35,576 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:35,949 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:35,977 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165018Z&X-Amz-Expires=3600&X-Amz-Signature=a513a929cad1eb953829918b3116bd66035db2390f5d4dcc7b04aa1d0ab41a68&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165018&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vztRNHLUk5FwDk829E3KX-PO8c10zNaHLYS1C7EKrFuLEXl9CvAdfwUaFPvCtS9yXplqQkxWTHUGS925kFFvdBtSAhYG1CNgUltE3HN67Zl9x205i8BoFlwaC-V7VRCIl-ODKJdSOL3W-fWdC5nEmYcrL%7EBrWQ0gwaUrjfiE%7Ewkh0JzWYvGTRTGSjDW4HJ5D7RSlBpvyFu9LTFpC3wooybk6m2LuauLI-Ttmk0uchD9C03c34EO8JmZCNSwmZfO6GfRB2WcztQf0Qcvdo-w9HJ1L-bYzL3vV6vl3PxuSizS8zZkekAYjcCtkTe4DUMzkfUEyxgHk195%7Et%7EuKjhmQqg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:36,354 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:36,382 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164830Z&X-Amz-Expires=3600&X-Amz-Signature=d9710b51534f046c9b5a69add0b62156182c9aa44d7d10f26517ecab728a7bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164910&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=RsdgA7YrqukMmZlfXbiZKPAcjAn6rSzGOYIX%7EzNCQK0RSzvShEQT-cVH-xMpZ4xlHtK9NTNF%7E1%7EEn6h81xgnSKFLevVBaK03Rl2XuGqu08HlGKTeiH7YvpsN1UACH8Nr5I5WWSGCGgd3TubnEm6H3XvhtUKxzEpZc0l1%7EWaHc6IlTPjAQhD7rP7KRWDn6drLGu8BtRxngr7S4lzXgidtrnBtgS9w35X961JvuJ3uuasT-paT5jpH0e9OdvyuRKf%7EZRWGZl95eay4lfevt0uNxxMQP-ea2cxOsUtpyLbZMs4G0IjDFkuFUwGr%7EAyD4Ko04VwmKrsZjbFtiyuloS-15w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:36,779 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:36,808 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:38,642 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:38,671 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:39,039 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:39,067 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:39,436 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:39,465 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:41,235 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:41,263 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165013Z&X-Amz-Expires=3600&X-Amz-Signature=05c11c34bcf372e398340065d5cb54b23413d1b0274dc4871e79331007edb7e8&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165013&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=arOsNLTBfg7qWDrQBmE4ayeWJW1qFVnJ99iTdgQPqaoKM3w5-7VUb6ywBPYIzsBC4ueeTbL25-mg-btrEn-acVrCa8QgyXqOW75Thyx7D-bkNcmV%7EQ09PW3TqzhclYKqkjysK4ZoBwoH1AaRe2cBW8EfBkaPzshvXCW5%7EFMyYrweRl4BxTv2RylhyS06yIfhP6%7E7aEwPZdcqws66lc%7EgbuXR0%7Eph7I0U-XdICHWJzwgvWfA0tTxLcQ203P5agRjaHWIAWmZFCTwS7OVDSCnhhhPk1unRIdDEDz6o8jPzFJmkALExsnwp5PNKyjjeqDd6UrosUYbUQuby694SuF5jhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:41,878 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:41,906 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:42,269 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:42,297 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:44,127 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:44,154 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164836Z&X-Amz-Expires=3600&X-Amz-Signature=64ba0fb3b82944dfad9cb3e0f88ce25685fea606a7e2da8f706fcc944980e272&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164916&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=E53hRFcTDwAppJv37lB2xc%7Eyjvlxo2DX04mSwb9Il5VK3b8swJ%7EGKVKLXxUsNLkQqWhz9C5px3Q0D303vSQfEkEDtZnoW%7EJpWLhL5uHlC-lvMnhvZkUn0Worj0AGfN6TPWKUU68mYhwIyo-Pab6a0l9iHrsEKbTyp-9v2Ja86SdQuPFSslNXQnFTNDD8RuCiPszuhAd1pRkOPJXHyBCjTrzatTBY9VtH1w1p0wJrdj8-N%7EL0qv9g603aGUn0JH1k7AnaLNK6JmlpHitgXZa%7Ec%7EN%7ET-FC-5AOtJN-gTNjwcd6w%7EERexCB7A4CQ3jxad8xWHsu9LlM6KblA5bKZYSAow__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:44,502 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:44,531 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:44,950 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:44,979 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:45,329 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:45,358 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:47,057 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:47,086 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:47,431 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:47,459 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:49,059 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:49,087 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:49,425 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:49,454 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:49,798 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:49,826 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:51,423 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:51,451 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164920Z&X-Amz-Expires=3600&X-Amz-Signature=87fd528b97f0eebf5715221db1ef194ea14cc352a874ca1f94971b32cb27fb0d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164960&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=KWOp2dImaZUtVrbVzDFysXphEs39fFqtWBo2LRoIbGW9b3uiyOPUrVR6FHsHqQIw41zz2fQnvK5PrrE-joePkuDT0jdN3X1sAHf7Lx%7EiWUy1RLcxBlE036UoRXDqKqQnHuQMBCjxG2ISA2Fjl2s6OoLEan8UtNbFjbE4rmtjF8awEZLbhmQ7RR2ekDQpfvdq2D2w39sN5jNcKPyApQK1MmHSJ5hL-SM1NuJOqadr4FcGshk3hUflrgvBzZJISW6fCEUW8G4q%7El1ZOpJJ59VUHgGaqL7nJuyn44L1pnvVK5GsAyxQtHROnaeR5QZPuYvlVAPrz8-qSErxwstJ1j0HmA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:52,021 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:52,050 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:53,656 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:53,685 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:54,016 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:54,045 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:54,403 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:54,432 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:54,772 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:54,800 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:56,481 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:56,510 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:56,864 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:56,897 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:58,483 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:58,512 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:55:58,837 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:58,865 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165514Z&X-Amz-Expires=3600&X-Amz-Signature=e380e30cdbebccb5998dc17bd6f9e9d6f8adf2fc617569893709b005dd997aac&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165314&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTMxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qzdrkqhzRyWYyTOy-Ul6vy20L1kp5dqCOgao9%7EM4-GEhdn010Gz6ZpbRY1OrRF%7EJ5JeVgIzEw-uM64o3PSC-8NcynmaIXf29z-QKOeSIUPg7FbMBE0CXP0YaVLXwNQqKlSia5k6k0owWX%7EHoHz4TaPBSEWUu4o61zW%7EPDM-YeaNgm32aklfHGYOCQc4IWovgZ%7EolYUQYCXZnsAenTn5usqqhsTclkr6IfN4QCvROVbQ0eAA0XPAOOUOpWnZ-2%7E75Gij21VxXMR%7EmgUMCGioQi8DKTbOH0ti3o-Kqi0zJKtRU26ZcYS7JFqVozXT9DHzH4T1ZvFrJYTPO-71hijUCgQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:55:59,235 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:55:59,263 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:00,891 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:00,920 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:01,268 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:01,297 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:01,637 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:01,665 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:03,309 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:03,338 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:03,704 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:03,733 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:04,330 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:04,360 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:04,720 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:04,748 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:05,106 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:05,134 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:05,505 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:05,534 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:05,942 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:05,970 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:06,323 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:06,351 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164904Z&X-Amz-Expires=3600&X-Amz-Signature=9658fb7bc1163bb7c6e86b6016f5ee0a99ac5c424163e25c315113c97c0c429f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164944&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uit2GOG9tDlzgtZGuDBRSwu9VT8mYBZJNpNPpLgKug0mi3IFWANzXcWAArQYjUpulhhz2duyXVXquDLicViP8XkyX7G3qgcS3NjgAeJm2-Pj2taP3h0ANpEmhx0adbgV4HzMjcS7-TUtqio7jRXbq4dlxFzWM9ysufCUMMHbaz6D5gnNz7Y1f25FNYkYlXNuIJsNd7rVwi1w%7EWf-rNv%7ET-O6gjvFpyNlPmUyLkk2yqYjihWozifa%7Ey6Sv5srl8d6oXYkxRLJp3hS4nhfeDRFHjXazTzPxPZCTE0fYKB%7EOD76dBZJ4aY-yZn8Tq4zt97LcC6dmw3UH8wEOqojkOdfuQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:06,702 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:06,730 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:07,097 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:07,126 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164836Z&X-Amz-Expires=3600&X-Amz-Signature=64ba0fb3b82944dfad9cb3e0f88ce25685fea606a7e2da8f706fcc944980e272&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164916&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=E53hRFcTDwAppJv37lB2xc%7Eyjvlxo2DX04mSwb9Il5VK3b8swJ%7EGKVKLXxUsNLkQqWhz9C5px3Q0D303vSQfEkEDtZnoW%7EJpWLhL5uHlC-lvMnhvZkUn0Worj0AGfN6TPWKUU68mYhwIyo-Pab6a0l9iHrsEKbTyp-9v2Ja86SdQuPFSslNXQnFTNDD8RuCiPszuhAd1pRkOPJXHyBCjTrzatTBY9VtH1w1p0wJrdj8-N%7EL0qv9g603aGUn0JH1k7AnaLNK6JmlpHitgXZa%7Ec%7EN%7ET-FC-5AOtJN-gTNjwcd6w%7EERexCB7A4CQ3jxad8xWHsu9LlM6KblA5bKZYSAow__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:07,501 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:07,529 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:09,598 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:09,625 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:10,000 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:10,029 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:10,408 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:10,437 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:10,807 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:10,835 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165514Z&X-Amz-Expires=3600&X-Amz-Signature=e380e30cdbebccb5998dc17bd6f9e9d6f8adf2fc617569893709b005dd997aac&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165314&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTMxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qzdrkqhzRyWYyTOy-Ul6vy20L1kp5dqCOgao9%7EM4-GEhdn010Gz6ZpbRY1OrRF%7EJ5JeVgIzEw-uM64o3PSC-8NcynmaIXf29z-QKOeSIUPg7FbMBE0CXP0YaVLXwNQqKlSia5k6k0owWX%7EHoHz4TaPBSEWUu4o61zW%7EPDM-YeaNgm32aklfHGYOCQc4IWovgZ%7EolYUQYCXZnsAenTn5usqqhsTclkr6IfN4QCvROVbQ0eAA0XPAOOUOpWnZ-2%7E75Gij21VxXMR%7EmgUMCGioQi8DKTbOH0ti3o-Kqi0zJKtRU26ZcYS7JFqVozXT9DHzH4T1ZvFrJYTPO-71hijUCgQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:11,248 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:11,277 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164948Z&X-Amz-Expires=3600&X-Amz-Signature=72927c204cf5d05d66b4ae6cb6c92dd3acd3652eecf835e959edf03835c4f608&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164988&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Oo7DLCqZkWdW7uKIjZHI5XBsqBlnf9NvL22FcRUsHsgYrt0UmXkirpxeqb6IyPxbNWIuz1c-BlxAWJJNAmW0egxBdGK8JHwWfbrr37q3D9kuueif-t8nEgqEitYDqx80Jp0HtXoBoQ7hOfehFANbrmveeWezOGCVUGKEDJiU1DRrlLhhu9ea%7E2-ecwuWLMwqpHrborZQ-Js9wOcN0TpQEWPk%7Efx9LrbhiGiJ39QzhGa4NNNX1%7EG0zG93sApIbfGapHHGBmfrmiMXHx3mVOM6-b56SUiGJlCmGTvZfGlNsh7eO-uSbggfBI4JnJ5zfiG2VAAaE3gMGCCmekPaKW-Mrg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:11,625 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:11,655 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:12,017 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:12,046 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:12,398 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:12,426 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:12,779 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:12,808 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:13,152 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:13,181 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:13,548 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:13,576 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165048Z&X-Amz-Expires=3600&X-Amz-Signature=aafd5d6186f5309e9584ca3ef00eaed7751fd4f69ede7a62178913bf2458ed28&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165048&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GsxUZaYZSUrWmcPZC6EMEOhivVCSRVTQ4MbTQPcvoYVjIH7BaATwHHrSI3SkeLfM8%7ETpE2E6nMi9V3O9r1Dy5eno-tpf8dbvJJW25TcTkIDT3kihiE%7Ex%7EB-fj5nHDmnnsHUpvNRazDKbrBeNks3NZV9b5uxCP0bjP-BUKPVfrPUMrNuyJ-vM5yb1Ostn3waU02nNLSfJFDjMi%7ED%7EYRs2d3kCBGzKrXn1Io9LcS-HP6-OgZK3UaG8JUuPVjFcVgZM-5GjwzyXE2NuDd7BMvD8dl9ad-JrFB4m3epqLaJKIbOegmHrBG-FFQcMkJrfOtd-rlDFWqosEknttn59OrTG5A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:13,922 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:13,950 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164834Z&X-Amz-Expires=3600&X-Amz-Signature=52f0589a2a77a0f18376f129eac344f12823df56d79df219c8ea791a56059728&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164914&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=iCa4I8zZpL-o%7EQvwKCa5eMli7HuzW-FvmVvr6D9NDMgaIQhu1Vn-9YONWVytTl2IbgpCUaLocq0M8idCpxqRLippI2ZU6EjUqaIxLtU7mrMOsWwzzV%7EdPD15PRHEdjhArjptV-m9Zq-bkL7IQgct2gByeaC8o8CcGUwoGXGXxAnMRV1G74hUYSaTy4c2WI2DqkolnoTK9naoHDK1DqQ1HcvxOk-SOhU4FRlGkDbAjyoZoe6AljxuufNt1Z%7EEgEwJenO%7Es9mUNnShgPC5AJ6k9rQkmAqvIZKl7EGo%7ECSr5OCtoTthQV0NZxLRvc3cXwAuXJUF6gWGKPUYCrwTP-EuDA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:16,017 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:16,045 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164926Z&X-Amz-Expires=3600&X-Amz-Signature=44f67da82abd048d8f1be759caa5365112719b3561e8c1c712cd744d02bb717a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164966&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=jxXe2l%7Ef5PmduF7IyXap1k1HzYVzq9YxsQYqzAz0OGBk5S-XOTQ4RuZ8kIOofahzny3O2yBec-ash%7EC4X1s5qr4SZWO-g8cbKhxu1txqdrEx8AQ6Okjmc67eYyFgMY%7Eko1-Sc7SUSVsjTlW-LLVUQQZLQFxOGMUljTwhGCgZBxpYcdGl%7EyWaGBEsKrbpKPY0wU%7EX4D5gyt4jM90n%7E9kDbHH9wLAGujh56ZJAYVGa%7EkLRbrlfA%7EL9%7ECjYNXd0l9%7ETfBJjJUVU1q-cWtulo9yu%7ElRxkzpwBCyZbJ1ZbOZbCsJguTvMxsM0ID58NQl2tUQR1d5w4FTj4MJSjjnH8yY5jg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:16,457 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:16,486 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:16,916 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:16,944 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:17,312 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:17,340 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:17,694 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:17,722 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:18,081 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:18,111 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:18,468 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:18,495 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:18,866 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:18,895 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:19,262 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:19,291 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:19,660 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:19,689 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:20,047 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:20,075 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:20,418 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:20,446 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:22,566 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:22,595 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:22,965 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:22,995 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165048Z&X-Amz-Expires=3600&X-Amz-Signature=aafd5d6186f5309e9584ca3ef00eaed7751fd4f69ede7a62178913bf2458ed28&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165048&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GsxUZaYZSUrWmcPZC6EMEOhivVCSRVTQ4MbTQPcvoYVjIH7BaATwHHrSI3SkeLfM8%7ETpE2E6nMi9V3O9r1Dy5eno-tpf8dbvJJW25TcTkIDT3kihiE%7Ex%7EB-fj5nHDmnnsHUpvNRazDKbrBeNks3NZV9b5uxCP0bjP-BUKPVfrPUMrNuyJ-vM5yb1Ostn3waU02nNLSfJFDjMi%7ED%7EYRs2d3kCBGzKrXn1Io9LcS-HP6-OgZK3UaG8JUuPVjFcVgZM-5GjwzyXE2NuDd7BMvD8dl9ad-JrFB4m3epqLaJKIbOegmHrBG-FFQcMkJrfOtd-rlDFWqosEknttn59OrTG5A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:23,339 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:23,369 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:23,746 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:23,774 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:24,132 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:24,161 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:24,502 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:24,530 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165514Z&X-Amz-Expires=3600&X-Amz-Signature=e380e30cdbebccb5998dc17bd6f9e9d6f8adf2fc617569893709b005dd997aac&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165314&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTMxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qzdrkqhzRyWYyTOy-Ul6vy20L1kp5dqCOgao9%7EM4-GEhdn010Gz6ZpbRY1OrRF%7EJ5JeVgIzEw-uM64o3PSC-8NcynmaIXf29z-QKOeSIUPg7FbMBE0CXP0YaVLXwNQqKlSia5k6k0owWX%7EHoHz4TaPBSEWUu4o61zW%7EPDM-YeaNgm32aklfHGYOCQc4IWovgZ%7EolYUQYCXZnsAenTn5usqqhsTclkr6IfN4QCvROVbQ0eAA0XPAOOUOpWnZ-2%7E75Gij21VxXMR%7EmgUMCGioQi8DKTbOH0ti3o-Kqi0zJKtRU26ZcYS7JFqVozXT9DHzH4T1ZvFrJYTPO-71hijUCgQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:24,906 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:24,935 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:25,286 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:25,315 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:27,244 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:27,272 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:27,621 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:27,649 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:27,998 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:28,025 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:28,395 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:28,425 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:28,771 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:28,799 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:29,139 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:29,167 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:29,535 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:29,563 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:31,385 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:31,412 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:31,775 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:31,804 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165514Z&X-Amz-Expires=3600&X-Amz-Signature=e380e30cdbebccb5998dc17bd6f9e9d6f8adf2fc617569893709b005dd997aac&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165314&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTMxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qzdrkqhzRyWYyTOy-Ul6vy20L1kp5dqCOgao9%7EM4-GEhdn010Gz6ZpbRY1OrRF%7EJ5JeVgIzEw-uM64o3PSC-8NcynmaIXf29z-QKOeSIUPg7FbMBE0CXP0YaVLXwNQqKlSia5k6k0owWX%7EHoHz4TaPBSEWUu4o61zW%7EPDM-YeaNgm32aklfHGYOCQc4IWovgZ%7EolYUQYCXZnsAenTn5usqqhsTclkr6IfN4QCvROVbQ0eAA0XPAOOUOpWnZ-2%7E75Gij21VxXMR%7EmgUMCGioQi8DKTbOH0ti3o-Kqi0zJKtRU26ZcYS7JFqVozXT9DHzH4T1ZvFrJYTPO-71hijUCgQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:32,148 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:32,177 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:32,606 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:32,634 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164908Z&X-Amz-Expires=3600&X-Amz-Signature=20f22178c452ca04cebc9b2011c34c84d98af83da0acaf893c0d03dabb013fa3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164948&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=p6MrMBKhN%7Ez1fJ-QRTkx3BAZ-UCIeMtbvf%7EV3Oz%7E4QiKhypYeoiaicczwZSlD-pRQBLWw%7ENq7u%7EPRMqhRoKpymjlZSMDHpFhmIWGpMWGJ9bqXDSRUSOJSU8hWbfRaVElZiOhjf1pgkkug-U6ldsgOZrS9pOepBpuoadEyRuqiUX5CM8poDpxQL7qiXJlEZ%7EvMIXVQkCOVQophMW3eC8LDz9-3bQZeWOMiXE1OhjSVw4n6r2cTgYHnrj2uhs7utwYhOTSQ1fts5tQwPuBX4cibIZ20KdPmpih43EL%7EibhGXvEEOo1Won6kCkkls1FJgHnsfEIAB-DnecPQ52E1it4bw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:33,272 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:33,300 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:33,770 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:33,798 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:34,176 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:34,204 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:34,646 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:34,675 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:35,074 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:35,103 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164904Z&X-Amz-Expires=3600&X-Amz-Signature=9658fb7bc1163bb7c6e86b6016f5ee0a99ac5c424163e25c315113c97c0c429f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164944&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uit2GOG9tDlzgtZGuDBRSwu9VT8mYBZJNpNPpLgKug0mi3IFWANzXcWAArQYjUpulhhz2duyXVXquDLicViP8XkyX7G3qgcS3NjgAeJm2-Pj2taP3h0ANpEmhx0adbgV4HzMjcS7-TUtqio7jRXbq4dlxFzWM9ysufCUMMHbaz6D5gnNz7Y1f25FNYkYlXNuIJsNd7rVwi1w%7EWf-rNv%7ET-O6gjvFpyNlPmUyLkk2yqYjihWozifa%7Ey6Sv5srl8d6oXYkxRLJp3hS4nhfeDRFHjXazTzPxPZCTE0fYKB%7EOD76dBZJ4aY-yZn8Tq4zt97LcC6dmw3UH8wEOqojkOdfuQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:37,132 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:37,160 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:37,674 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:37,703 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:38,070 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:38,098 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:38,471 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:38,500 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:38,859 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:38,888 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164927Z&X-Amz-Expires=3600&X-Amz-Signature=aa66129c869ed1df67475fc33167228c2377e2bceb3d52ffb023b019d0223ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164967&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MLxfOfva9ER5O%7EtpqiCBdv1gpyO5Si7TpPGmGRN9xy6bILPCvyWEmB4ZDo8Z5S8wf1bWSFrdoQsQ519hYVmHnCwNJ3WOVsY-YJFzOpDDZcAGodtNW9dQ5fX3fbs%7EuQYn9a62nbSp%7EUGqdJLD2%7EYg5zublogyVLXDgD1%7EjXL8kPp4xheD%7EhJaP5vXPPWKKZW66nVBrEXh9tIPlDuR7a2auw8amK1WYFlS6RCuo5Un6b75adwiCHU85-zWpJU%7E3Crm4QPgFcRLtUWer-TNUxNIcO9DcOjGd7Qnnthw7wjZA2V-X7jWO73ktg0EBbm11DkS%7Ed0oD9xu%7ENHkL5-8lLBHQQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:40,646 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:40,673 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165013Z&X-Amz-Expires=3600&X-Amz-Signature=05c11c34bcf372e398340065d5cb54b23413d1b0274dc4871e79331007edb7e8&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165013&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=arOsNLTBfg7qWDrQBmE4ayeWJW1qFVnJ99iTdgQPqaoKM3w5-7VUb6ywBPYIzsBC4ueeTbL25-mg-btrEn-acVrCa8QgyXqOW75Thyx7D-bkNcmV%7EQ09PW3TqzhclYKqkjysK4ZoBwoH1AaRe2cBW8EfBkaPzshvXCW5%7EFMyYrweRl4BxTv2RylhyS06yIfhP6%7E7aEwPZdcqws66lc%7EgbuXR0%7Eph7I0U-XdICHWJzwgvWfA0tTxLcQ203P5agRjaHWIAWmZFCTwS7OVDSCnhhhPk1unRIdDEDz6o8jPzFJmkALExsnwp5PNKyjjeqDd6UrosUYbUQuby694SuF5jhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:41,008 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:41,037 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164922Z&X-Amz-Expires=3600&X-Amz-Signature=0ef9f98eae63daf38e7cbd30eb36b2b3b992f78c48eb06f089df450889fd9771&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164962&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qqb0xNSHKl%7Exm7lSTlkZux6I-zFigiR4q6C0a5sV7d%7EKB71pNy8soWVxnHRjb4ujuCYpu5JqGEO%7Echmji47jhu8NF3yFwGA9TPqM5OneWIvA1P1sBLNO9pPVEoFKDIzxm4hvxIm6J%7EXdwbPM4pysT%7EylmKtjpxlnyRmLc3aAyNkTImLgEJvW67ZAJ7dBY7KzESXO4HHvPh4jMtKqw-LiIE0CuInU2pQDvm40VYVSoTI7GINgt4qr5y7ysAehZ1I4PmvJwSaPr9KupTIGQpYugtEhhd--GMO1qOHLh0XPt8IYwTA8GNuwOZlv7EdkOFjEL7fq6md8wzeth%7EKsfFRI7A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:41,404 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:41,432 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:43,158 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:43,186 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164904Z&X-Amz-Expires=3600&X-Amz-Signature=9658fb7bc1163bb7c6e86b6016f5ee0a99ac5c424163e25c315113c97c0c429f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164944&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uit2GOG9tDlzgtZGuDBRSwu9VT8mYBZJNpNPpLgKug0mi3IFWANzXcWAArQYjUpulhhz2duyXVXquDLicViP8XkyX7G3qgcS3NjgAeJm2-Pj2taP3h0ANpEmhx0adbgV4HzMjcS7-TUtqio7jRXbq4dlxFzWM9ysufCUMMHbaz6D5gnNz7Y1f25FNYkYlXNuIJsNd7rVwi1w%7EWf-rNv%7ET-O6gjvFpyNlPmUyLkk2yqYjihWozifa%7Ey6Sv5srl8d6oXYkxRLJp3hS4nhfeDRFHjXazTzPxPZCTE0fYKB%7EOD76dBZJ4aY-yZn8Tq4zt97LcC6dmw3UH8wEOqojkOdfuQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:43,540 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:43,571 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:43,918 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:43,946 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:44,314 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:44,344 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:46,136 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:46,164 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164911Z&X-Amz-Expires=3600&X-Amz-Signature=5b0f708b22e568efd4e49bc642f073030c3a54f6f04ee91639200fc52503810c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164951&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Cmqx2UJJ9pvpvFe4X72TN5bqATvAkROk-WJYTevB1G9ahGOrIuHKaUSJPyplm1Cxm78nzEOSYXCQkkg66ZeFmlyHo4CqRjZgIXTAH%7EBYQ-GAtWvWoZqc8hOgpJRN9BU0JkxnCvVagI3MD0squGU8XOon9hNUBc3022tU6iFbG4jkFHFROcpnIl-bh0pQPRnZOOlCIRUAL-OVFVPnWlT9UFVT8VE6BibxJfBLd9qsKR50tzw-L3Q2I850gS4TdRKTNvYtsSxd2cqhWYdQImSxZjtwUmB62a6rmZ5SuwpKQAn1A34kjeQjxCZGhHeNYmxaXkyDehsywLMBjiP955OsUg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:46,747 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:46,776 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:47,123 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:47,151 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165514Z&X-Amz-Expires=3600&X-Amz-Signature=e380e30cdbebccb5998dc17bd6f9e9d6f8adf2fc617569893709b005dd997aac&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165314&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTMxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qzdrkqhzRyWYyTOy-Ul6vy20L1kp5dqCOgao9%7EM4-GEhdn010Gz6ZpbRY1OrRF%7EJ5JeVgIzEw-uM64o3PSC-8NcynmaIXf29z-QKOeSIUPg7FbMBE0CXP0YaVLXwNQqKlSia5k6k0owWX%7EHoHz4TaPBSEWUu4o61zW%7EPDM-YeaNgm32aklfHGYOCQc4IWovgZ%7EolYUQYCXZnsAenTn5usqqhsTclkr6IfN4QCvROVbQ0eAA0XPAOOUOpWnZ-2%7E75Gij21VxXMR%7EmgUMCGioQi8DKTbOH0ti3o-Kqi0zJKtRU26ZcYS7JFqVozXT9DHzH4T1ZvFrJYTPO-71hijUCgQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:47,510 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:47,538 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:49,264 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:49,292 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:49,655 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:49,685 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:50,054 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:50,082 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:50,437 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:50,465 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164830Z&X-Amz-Expires=3600&X-Amz-Signature=d9710b51534f046c9b5a69add0b62156182c9aa44d7d10f26517ecab728a7bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164910&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=RsdgA7YrqukMmZlfXbiZKPAcjAn6rSzGOYIX%7EzNCQK0RSzvShEQT-cVH-xMpZ4xlHtK9NTNF%7E1%7EEn6h81xgnSKFLevVBaK03Rl2XuGqu08HlGKTeiH7YvpsN1UACH8Nr5I5WWSGCGgd3TubnEm6H3XvhtUKxzEpZc0l1%7EWaHc6IlTPjAQhD7rP7KRWDn6drLGu8BtRxngr7S4lzXgidtrnBtgS9w35X961JvuJ3uuasT-paT5jpH0e9OdvyuRKf%7EZRWGZl95eay4lfevt0uNxxMQP-ea2cxOsUtpyLbZMs4G0IjDFkuFUwGr%7EAyD4Ko04VwmKrsZjbFtiyuloS-15w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:52,154 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:52,184 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165031Z&X-Amz-Expires=3600&X-Amz-Signature=eaf53bb17c4b1fb8f314d6cf1454e84963f726118c52d540f406ee201cc95a8a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165031&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I8hetGdI-ySgJpUtNYe7gdgn74K%7EHIpOPB6W5aeIApqKTyn%7ELKTS9q4xfwpa9xUvNyHVeHTiU9jcfVt9Etb2irE2e%7EKBy%7Ec8%7E6FiaRhsCztyQJZ2bi1o8d6MM89asb3GZAH8xyL9haiF8MwLY2JWQpXS5QqUqK1yPhSSBjiK5jKMJuAwmVv73kCmdzsI4y1Z3ZjQIjSo1v-Rt9vfDDDbQ7y2sPcUsSdyiUjSsZQym4Pl0GiSsuBB35zHZkP8FmwBN4BeQeRfEq9nRumOq%7EETMveUUfGL5vnLjkcWnDwPWkYUeQ8QSreSLs4UJSo5HqogwXS8IofYpg-M4wVXRwJXPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:52,526 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:52,555 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164847Z&X-Amz-Expires=3600&X-Amz-Signature=1a7270a4eb00fe9cda5646ffebe9e3a02e336f79aba64e0c073eac935171d677&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164927&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZqAyEpKJXF3Q8zGf3kr1emFj3aNO7zQefGyrv7W0g%7EiH7uzwsH2Zkwcm9aiSzn84v4mDgYqk-ZlfJRVX1hMMwBYDl22XRcvMrOE2RQmoTbZKV8m4NDZYJvxzjxSxS0Wt27yNpwUBEeNuQkLm-J1CPwcrRmpex2Qq-0JamhNLnTDb92U8uu2OI9nrLwG-s55REgtQxuPNAUQAd05%7Eo%7E29IWR-IXYZ5xUJ3UpKcDWgy2fVPbVrObt9laKJXDBECE0t1JBMi2j0vT2ebNkV2fKgvN7RU6kPPrOJoLrVrpfN1BAqyk3r9hgl%7EXJa2dEkO0fm8y3%7EWaKUuyyQUpkpavtcUA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:52,903 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:52,931 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:53,302 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:53,332 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:55,029 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:55,056 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:55,404 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:55,432 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164933Z&X-Amz-Expires=3600&X-Amz-Signature=62ca9a42d88cca67e42df582f4f1ff0996cd8f1ff880830f45c8e0863c320039&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164973&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TWbJLw4S30WOtcm26UNCEMhMJZx3vmGba-kx4yaEuLYzkuUszIOOsOmopEh4D2bXZb9TRlXk-6%7ErMc-HnrHiW2oIRxSj2wM48SQKhC%7EF7tw9MdQ9yUQsPXNhDTJ1cSaFbW8wO4C92cUJXfyrskCNcUJRYR6lffN4YiQ8t%7EYQDZ%7ELTFgweCGvzV1JKDvNK55nv1M3HTCjaEWfFfYlu97lEK1Zs6uFMsn2lhTAKXPd4C%7EaZs9KxCfyHnP9eB7nSSUu-iQtoxPcCBwk4dJ0IdHltk6RRm7k7qvuwl6JIpizyh%7EbdPr9ba1ayGMcJKn3WVEra8ygEpp9d3mYgDkgqVi4Jw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:55,773 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:55,802 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164951Z&X-Amz-Expires=3600&X-Amz-Signature=146ed1281884a4e6e2b5009c86ab59907b57acb0354ea873f2f032132be83d1d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164991&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=U3PFdTaPhqPoMohi3mGoyl1dCb4KS3x0u4JsgNrOn0idctpoOrx778pIDxFt-rNQVRL8V9g1E5Sn3F4UGxoR%7Eg3KTxLEydCUZ8AqUAP1YM0KMNBJ2QJX%7EyExfWrVtnSxoJ55hv0FcM5C535WGfj2qb97FkRznNmAQunvZfkmDGwb3HJbtq%7EgWJqR4aKfLJ3F3ULT9iBwx0o-grsW%7E6agjFCVklgJv2u4GRkJSebh%7EF5Y5yKqJKdKEbmox-CHsEzmOPlZV6-PsAO4FnlacRONNALTsnbXO5%7E2Tf1gNFEGx8s4Pcm061V8gAC9qzvQZItSwEygSinu9YCQdF4rdb1BLQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:56,158 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:56,191 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:57,969 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:57,997 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:56:58,411 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:58,439 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:56:58,779 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:56:58,807 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:00,522 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:00,549 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:00,888 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:00,917 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:01,269 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:01,300 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:01,674 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:01,704 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164908Z&X-Amz-Expires=3600&X-Amz-Signature=20f22178c452ca04cebc9b2011c34c84d98af83da0acaf893c0d03dabb013fa3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164948&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=p6MrMBKhN%7Ez1fJ-QRTkx3BAZ-UCIeMtbvf%7EV3Oz%7E4QiKhypYeoiaicczwZSlD-pRQBLWw%7ENq7u%7EPRMqhRoKpymjlZSMDHpFhmIWGpMWGJ9bqXDSRUSOJSU8hWbfRaVElZiOhjf1pgkkug-U6ldsgOZrS9pOepBpuoadEyRuqiUX5CM8poDpxQL7qiXJlEZ%7EvMIXVQkCOVQophMW3eC8LDz9-3bQZeWOMiXE1OhjSVw4n6r2cTgYHnrj2uhs7utwYhOTSQ1fts5tQwPuBX4cibIZ20KdPmpih43EL%7EibhGXvEEOo1Won6kCkkls1FJgHnsfEIAB-DnecPQ52E1it4bw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:03,414 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:03,443 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:03,795 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:03,824 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:04,205 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:04,232 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:04,588 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:04,616 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:06,334 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:06,361 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164830Z&X-Amz-Expires=3600&X-Amz-Signature=d9710b51534f046c9b5a69add0b62156182c9aa44d7d10f26517ecab728a7bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164910&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=RsdgA7YrqukMmZlfXbiZKPAcjAn6rSzGOYIX%7EzNCQK0RSzvShEQT-cVH-xMpZ4xlHtK9NTNF%7E1%7EEn6h81xgnSKFLevVBaK03Rl2XuGqu08HlGKTeiH7YvpsN1UACH8Nr5I5WWSGCGgd3TubnEm6H3XvhtUKxzEpZc0l1%7EWaHc6IlTPjAQhD7rP7KRWDn6drLGu8BtRxngr7S4lzXgidtrnBtgS9w35X961JvuJ3uuasT-paT5jpH0e9OdvyuRKf%7EZRWGZl95eay4lfevt0uNxxMQP-ea2cxOsUtpyLbZMs4G0IjDFkuFUwGr%7EAyD4Ko04VwmKrsZjbFtiyuloS-15w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:06,952 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:06,980 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164956Z&X-Amz-Expires=3600&X-Amz-Signature=4f4fb625970267852cf4bf6866a8f08b18a7cbc778ecefb247352acaf59f80db&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164996&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=cgbu5soHeq5wKWJWSOEcI6NX181xCUaRdYKEeUco8VaaIgikuYpYbVF36eXJ4%7Eqgh94ccZLMYenH3jBM3kzYVp003Kr2%7E8kZKmCMZYtOaRGYqB8%7EMoC7ZP-QSmcE5HfMthWBmOvbnRX0m2JfUDdvhJr9rYaVCF6SRBL9WT1cZn-7fQ%7EhrBLx-iiVZjYoWHDqRHC8DPSSGslmQdappt%7EyPibS5UKuxRd6QAGbuTOj1DHhkvxkse5CGFP%7ELC1jpFiIm082FPVxgcG1DOhnC88ml7T4rITJVjxFQS44JYv0Pwf2zJaGtdtfl8F0JjDxqVf91o2cNMjN1tds60r-ySJhGQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:07,327 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:07,357 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165013Z&X-Amz-Expires=3600&X-Amz-Signature=05c11c34bcf372e398340065d5cb54b23413d1b0274dc4871e79331007edb7e8&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165013&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=arOsNLTBfg7qWDrQBmE4ayeWJW1qFVnJ99iTdgQPqaoKM3w5-7VUb6ywBPYIzsBC4ueeTbL25-mg-btrEn-acVrCa8QgyXqOW75Thyx7D-bkNcmV%7EQ09PW3TqzhclYKqkjysK4ZoBwoH1AaRe2cBW8EfBkaPzshvXCW5%7EFMyYrweRl4BxTv2RylhyS06yIfhP6%7E7aEwPZdcqws66lc%7EgbuXR0%7Eph7I0U-XdICHWJzwgvWfA0tTxLcQ203P5agRjaHWIAWmZFCTwS7OVDSCnhhhPk1unRIdDEDz6o8jPzFJmkALExsnwp5PNKyjjeqDd6UrosUYbUQuby694SuF5jhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:07,694 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:07,724 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:09,447 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:09,475 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165514Z&X-Amz-Expires=3600&X-Amz-Signature=e380e30cdbebccb5998dc17bd6f9e9d6f8adf2fc617569893709b005dd997aac&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165314&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTMxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qzdrkqhzRyWYyTOy-Ul6vy20L1kp5dqCOgao9%7EM4-GEhdn010Gz6ZpbRY1OrRF%7EJ5JeVgIzEw-uM64o3PSC-8NcynmaIXf29z-QKOeSIUPg7FbMBE0CXP0YaVLXwNQqKlSia5k6k0owWX%7EHoHz4TaPBSEWUu4o61zW%7EPDM-YeaNgm32aklfHGYOCQc4IWovgZ%7EolYUQYCXZnsAenTn5usqqhsTclkr6IfN4QCvROVbQ0eAA0XPAOOUOpWnZ-2%7E75Gij21VxXMR%7EmgUMCGioQi8DKTbOH0ti3o-Kqi0zJKtRU26ZcYS7JFqVozXT9DHzH4T1ZvFrJYTPO-71hijUCgQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:09,875 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:09,905 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:10,253 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:10,281 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:12,021 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:12,050 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164956Z&X-Amz-Expires=3600&X-Amz-Signature=4f4fb625970267852cf4bf6866a8f08b18a7cbc778ecefb247352acaf59f80db&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164996&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=cgbu5soHeq5wKWJWSOEcI6NX181xCUaRdYKEeUco8VaaIgikuYpYbVF36eXJ4%7Eqgh94ccZLMYenH3jBM3kzYVp003Kr2%7E8kZKmCMZYtOaRGYqB8%7EMoC7ZP-QSmcE5HfMthWBmOvbnRX0m2JfUDdvhJr9rYaVCF6SRBL9WT1cZn-7fQ%7EhrBLx-iiVZjYoWHDqRHC8DPSSGslmQdappt%7EyPibS5UKuxRd6QAGbuTOj1DHhkvxkse5CGFP%7ELC1jpFiIm082FPVxgcG1DOhnC88ml7T4rITJVjxFQS44JYv0Pwf2zJaGtdtfl8F0JjDxqVf91o2cNMjN1tds60r-ySJhGQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:12,424 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:12,453 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164836Z&X-Amz-Expires=3600&X-Amz-Signature=64ba0fb3b82944dfad9cb3e0f88ce25685fea606a7e2da8f706fcc944980e272&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164916&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=E53hRFcTDwAppJv37lB2xc%7Eyjvlxo2DX04mSwb9Il5VK3b8swJ%7EGKVKLXxUsNLkQqWhz9C5px3Q0D303vSQfEkEDtZnoW%7EJpWLhL5uHlC-lvMnhvZkUn0Worj0AGfN6TPWKUU68mYhwIyo-Pab6a0l9iHrsEKbTyp-9v2Ja86SdQuPFSslNXQnFTNDD8RuCiPszuhAd1pRkOPJXHyBCjTrzatTBY9VtH1w1p0wJrdj8-N%7EL0qv9g603aGUn0JH1k7AnaLNK6JmlpHitgXZa%7Ec%7EN%7ET-FC-5AOtJN-gTNjwcd6w%7EERexCB7A4CQ3jxad8xWHsu9LlM6KblA5bKZYSAow__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:12,810 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:12,838 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:14,549 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:14,577 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164830Z&X-Amz-Expires=3600&X-Amz-Signature=d9710b51534f046c9b5a69add0b62156182c9aa44d7d10f26517ecab728a7bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164910&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=RsdgA7YrqukMmZlfXbiZKPAcjAn6rSzGOYIX%7EzNCQK0RSzvShEQT-cVH-xMpZ4xlHtK9NTNF%7E1%7EEn6h81xgnSKFLevVBaK03Rl2XuGqu08HlGKTeiH7YvpsN1UACH8Nr5I5WWSGCGgd3TubnEm6H3XvhtUKxzEpZc0l1%7EWaHc6IlTPjAQhD7rP7KRWDn6drLGu8BtRxngr7S4lzXgidtrnBtgS9w35X961JvuJ3uuasT-paT5jpH0e9OdvyuRKf%7EZRWGZl95eay4lfevt0uNxxMQP-ea2cxOsUtpyLbZMs4G0IjDFkuFUwGr%7EAyD4Ko04VwmKrsZjbFtiyuloS-15w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:14,928 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:14,957 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:15,306 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:15,334 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:17,118 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:17,146 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:17,750 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:17,779 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165048Z&X-Amz-Expires=3600&X-Amz-Signature=aafd5d6186f5309e9584ca3ef00eaed7751fd4f69ede7a62178913bf2458ed28&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165048&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GsxUZaYZSUrWmcPZC6EMEOhivVCSRVTQ4MbTQPcvoYVjIH7BaATwHHrSI3SkeLfM8%7ETpE2E6nMi9V3O9r1Dy5eno-tpf8dbvJJW25TcTkIDT3kihiE%7Ex%7EB-fj5nHDmnnsHUpvNRazDKbrBeNks3NZV9b5uxCP0bjP-BUKPVfrPUMrNuyJ-vM5yb1Ostn3waU02nNLSfJFDjMi%7ED%7EYRs2d3kCBGzKrXn1Io9LcS-HP6-OgZK3UaG8JUuPVjFcVgZM-5GjwzyXE2NuDd7BMvD8dl9ad-JrFB4m3epqLaJKIbOegmHrBG-FFQcMkJrfOtd-rlDFWqosEknttn59OrTG5A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:18,114 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:18,144 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:18,545 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:18,573 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:20,291 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:20,319 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:20,671 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:20,700 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164956Z&X-Amz-Expires=3600&X-Amz-Signature=4f4fb625970267852cf4bf6866a8f08b18a7cbc778ecefb247352acaf59f80db&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164996&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=cgbu5soHeq5wKWJWSOEcI6NX181xCUaRdYKEeUco8VaaIgikuYpYbVF36eXJ4%7Eqgh94ccZLMYenH3jBM3kzYVp003Kr2%7E8kZKmCMZYtOaRGYqB8%7EMoC7ZP-QSmcE5HfMthWBmOvbnRX0m2JfUDdvhJr9rYaVCF6SRBL9WT1cZn-7fQ%7EhrBLx-iiVZjYoWHDqRHC8DPSSGslmQdappt%7EyPibS5UKuxRd6QAGbuTOj1DHhkvxkse5CGFP%7ELC1jpFiIm082FPVxgcG1DOhnC88ml7T4rITJVjxFQS44JYv0Pwf2zJaGtdtfl8F0JjDxqVf91o2cNMjN1tds60r-ySJhGQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:21,066 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:21,095 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:21,484 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:21,512 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:23,258 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:23,289 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:23,676 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:23,706 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:24,103 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:24,133 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164834Z&X-Amz-Expires=3600&X-Amz-Signature=52f0589a2a77a0f18376f129eac344f12823df56d79df219c8ea791a56059728&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164914&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=iCa4I8zZpL-o%7EQvwKCa5eMli7HuzW-FvmVvr6D9NDMgaIQhu1Vn-9YONWVytTl2IbgpCUaLocq0M8idCpxqRLippI2ZU6EjUqaIxLtU7mrMOsWwzzV%7EdPD15PRHEdjhArjptV-m9Zq-bkL7IQgct2gByeaC8o8CcGUwoGXGXxAnMRV1G74hUYSaTy4c2WI2DqkolnoTK9naoHDK1DqQ1HcvxOk-SOhU4FRlGkDbAjyoZoe6AljxuufNt1Z%7EEgEwJenO%7Es9mUNnShgPC5AJ6k9rQkmAqvIZKl7EGo%7ECSr5OCtoTthQV0NZxLRvc3cXwAuXJUF6gWGKPUYCrwTP-EuDA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:24,487 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:24,519 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:26,250 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:26,277 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:26,632 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:26,661 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165029Z&X-Amz-Expires=3600&X-Amz-Signature=a8ce0ef238f67d54874b68020161c9a86fd6ce876b15fb3c9d1e0f4c29dda38d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165029&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAyOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=VKRVjxPNY4IqrEX5z615RWcJ%7EA4JF%7E4mYgm6ZUG5pK2btsT80jYRwgUO6lfX7olQnxLYbxj2eFsJqudmWu-2ZLfMA7joH-1uRcjgzO%7ExOWBT9XCy%7E-1TT7-kbtFKo8OWe-HWtPeV392An5Hq7qO2oQh8A3IieG%7EGe-L15acp--Ccz8z80h-IF7lXLAj%7Ec-jsg32TDagyO7CCSlw7Ho5irUYjW36ROD4%7EOVcqCp0ZLIB0B7vp9N%7Ez3icijoXhw9kLseiRhRllNe0ZcPOZ2Fv5EETpiCVCPCcnCnAb0G36EU1r4t2IMm8GCIES0oA2LglWABP4gmZ0yhg5c-vHZJr0xw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:27,030 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:27,058 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:28,792 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:28,820 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:29,168 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:29,197 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164847Z&X-Amz-Expires=3600&X-Amz-Signature=1a7270a4eb00fe9cda5646ffebe9e3a02e336f79aba64e0c073eac935171d677&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164927&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZqAyEpKJXF3Q8zGf3kr1emFj3aNO7zQefGyrv7W0g%7EiH7uzwsH2Zkwcm9aiSzn84v4mDgYqk-ZlfJRVX1hMMwBYDl22XRcvMrOE2RQmoTbZKV8m4NDZYJvxzjxSxS0Wt27yNpwUBEeNuQkLm-J1CPwcrRmpex2Qq-0JamhNLnTDb92U8uu2OI9nrLwG-s55REgtQxuPNAUQAd05%7Eo%7E29IWR-IXYZ5xUJ3UpKcDWgy2fVPbVrObt9laKJXDBECE0t1JBMi2j0vT2ebNkV2fKgvN7RU6kPPrOJoLrVrpfN1BAqyk3r9hgl%7EXJa2dEkO0fm8y3%7EWaKUuyyQUpkpavtcUA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:29,546 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:29,576 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164907Z&X-Amz-Expires=3600&X-Amz-Signature=aac0613fdec64253032fafc479236254c538fcd492ab9db878971b6f3ef4e995&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164947&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=k-jTgMm0HsHqTt9QEy8vIY0KrvCPMl423iG%7E7WOfjkXNR9QGTdu5NSL78fBEsgLoeetvpWn-t7mLP7UsT9ugwFFgkiGvu-RrekLMwW8kc7boFgZvcQTb8sDbhrB-BtqGLG7wzWy1ffNIQOcJi9QlBRdI33PaJ9GrziKVbdtAhvbMnczlFMyOzg7Ezz9yH5cObsRu%7Esxx6j07UTXlKcUs7mJshfEcQqyz9Rk2U9JqxaAS-QwvZ%7E9Gm8DrGGdMWjQT9ZyaWUhe0Bq-YzKLNkj42DF6DG7%7EWTgUjxmnBP3kOkE5keyx6rXeRhK7qzn-KX1PL4hJkSoE6o-tRcLU1IFMBw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:29,937 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:29,965 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165031Z&X-Amz-Expires=3600&X-Amz-Signature=eaf53bb17c4b1fb8f314d6cf1454e84963f726118c52d540f406ee201cc95a8a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165031&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I8hetGdI-ySgJpUtNYe7gdgn74K%7EHIpOPB6W5aeIApqKTyn%7ELKTS9q4xfwpa9xUvNyHVeHTiU9jcfVt9Etb2irE2e%7EKBy%7Ec8%7E6FiaRhsCztyQJZ2bi1o8d6MM89asb3GZAH8xyL9haiF8MwLY2JWQpXS5QqUqK1yPhSSBjiK5jKMJuAwmVv73kCmdzsI4y1Z3ZjQIjSo1v-Rt9vfDDDbQ7y2sPcUsSdyiUjSsZQym4Pl0GiSsuBB35zHZkP8FmwBN4BeQeRfEq9nRumOq%7EETMveUUfGL5vnLjkcWnDwPWkYUeQ8QSreSLs4UJSo5HqogwXS8IofYpg-M4wVXRwJXPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:30,297 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:30,324 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165048Z&X-Amz-Expires=3600&X-Amz-Signature=aafd5d6186f5309e9584ca3ef00eaed7751fd4f69ede7a62178913bf2458ed28&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165048&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GsxUZaYZSUrWmcPZC6EMEOhivVCSRVTQ4MbTQPcvoYVjIH7BaATwHHrSI3SkeLfM8%7ETpE2E6nMi9V3O9r1Dy5eno-tpf8dbvJJW25TcTkIDT3kihiE%7Ex%7EB-fj5nHDmnnsHUpvNRazDKbrBeNks3NZV9b5uxCP0bjP-BUKPVfrPUMrNuyJ-vM5yb1Ostn3waU02nNLSfJFDjMi%7ED%7EYRs2d3kCBGzKrXn1Io9LcS-HP6-OgZK3UaG8JUuPVjFcVgZM-5GjwzyXE2NuDd7BMvD8dl9ad-JrFB4m3epqLaJKIbOegmHrBG-FFQcMkJrfOtd-rlDFWqosEknttn59OrTG5A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:32,173 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:32,201 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:32,610 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:32,637 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:33,040 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:33,069 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:33,470 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:33,499 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165018Z&X-Amz-Expires=3600&X-Amz-Signature=a513a929cad1eb953829918b3116bd66035db2390f5d4dcc7b04aa1d0ab41a68&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165018&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vztRNHLUk5FwDk829E3KX-PO8c10zNaHLYS1C7EKrFuLEXl9CvAdfwUaFPvCtS9yXplqQkxWTHUGS925kFFvdBtSAhYG1CNgUltE3HN67Zl9x205i8BoFlwaC-V7VRCIl-ODKJdSOL3W-fWdC5nEmYcrL%7EBrWQ0gwaUrjfiE%7Ewkh0JzWYvGTRTGSjDW4HJ5D7RSlBpvyFu9LTFpC3wooybk6m2LuauLI-Ttmk0uchD9C03c34EO8JmZCNSwmZfO6GfRB2WcztQf0Qcvdo-w9HJ1L-bYzL3vV6vl3PxuSizS8zZkekAYjcCtkTe4DUMzkfUEyxgHk195%7Et%7EuKjhmQqg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:35,535 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:35,564 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165048Z&X-Amz-Expires=3600&X-Amz-Signature=aafd5d6186f5309e9584ca3ef00eaed7751fd4f69ede7a62178913bf2458ed28&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165048&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GsxUZaYZSUrWmcPZC6EMEOhivVCSRVTQ4MbTQPcvoYVjIH7BaATwHHrSI3SkeLfM8%7ETpE2E6nMi9V3O9r1Dy5eno-tpf8dbvJJW25TcTkIDT3kihiE%7Ex%7EB-fj5nHDmnnsHUpvNRazDKbrBeNks3NZV9b5uxCP0bjP-BUKPVfrPUMrNuyJ-vM5yb1Ostn3waU02nNLSfJFDjMi%7ED%7EYRs2d3kCBGzKrXn1Io9LcS-HP6-OgZK3UaG8JUuPVjFcVgZM-5GjwzyXE2NuDd7BMvD8dl9ad-JrFB4m3epqLaJKIbOegmHrBG-FFQcMkJrfOtd-rlDFWqosEknttn59OrTG5A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:35,960 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:35,988 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164847Z&X-Amz-Expires=3600&X-Amz-Signature=1a7270a4eb00fe9cda5646ffebe9e3a02e336f79aba64e0c073eac935171d677&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164927&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZqAyEpKJXF3Q8zGf3kr1emFj3aNO7zQefGyrv7W0g%7EiH7uzwsH2Zkwcm9aiSzn84v4mDgYqk-ZlfJRVX1hMMwBYDl22XRcvMrOE2RQmoTbZKV8m4NDZYJvxzjxSxS0Wt27yNpwUBEeNuQkLm-J1CPwcrRmpex2Qq-0JamhNLnTDb92U8uu2OI9nrLwG-s55REgtQxuPNAUQAd05%7Eo%7E29IWR-IXYZ5xUJ3UpKcDWgy2fVPbVrObt9laKJXDBECE0t1JBMi2j0vT2ebNkV2fKgvN7RU6kPPrOJoLrVrpfN1BAqyk3r9hgl%7EXJa2dEkO0fm8y3%7EWaKUuyyQUpkpavtcUA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:36,364 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:36,392 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:36,767 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:36,796 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165031Z&X-Amz-Expires=3600&X-Amz-Signature=eaf53bb17c4b1fb8f314d6cf1454e84963f726118c52d540f406ee201cc95a8a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165031&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I8hetGdI-ySgJpUtNYe7gdgn74K%7EHIpOPB6W5aeIApqKTyn%7ELKTS9q4xfwpa9xUvNyHVeHTiU9jcfVt9Etb2irE2e%7EKBy%7Ec8%7E6FiaRhsCztyQJZ2bi1o8d6MM89asb3GZAH8xyL9haiF8MwLY2JWQpXS5QqUqK1yPhSSBjiK5jKMJuAwmVv73kCmdzsI4y1Z3ZjQIjSo1v-Rt9vfDDDbQ7y2sPcUsSdyiUjSsZQym4Pl0GiSsuBB35zHZkP8FmwBN4BeQeRfEq9nRumOq%7EETMveUUfGL5vnLjkcWnDwPWkYUeQ8QSreSLs4UJSo5HqogwXS8IofYpg-M4wVXRwJXPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:37,167 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:37,196 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:39,200 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:39,228 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:39,579 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:39,608 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:39,982 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:40,012 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:40,379 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:40,409 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:42,180 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:42,208 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:42,626 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:42,654 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164933Z&X-Amz-Expires=3600&X-Amz-Signature=62ca9a42d88cca67e42df582f4f1ff0996cd8f1ff880830f45c8e0863c320039&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164973&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TWbJLw4S30WOtcm26UNCEMhMJZx3vmGba-kx4yaEuLYzkuUszIOOsOmopEh4D2bXZb9TRlXk-6%7ErMc-HnrHiW2oIRxSj2wM48SQKhC%7EF7tw9MdQ9yUQsPXNhDTJ1cSaFbW8wO4C92cUJXfyrskCNcUJRYR6lffN4YiQ8t%7EYQDZ%7ELTFgweCGvzV1JKDvNK55nv1M3HTCjaEWfFfYlu97lEK1Zs6uFMsn2lhTAKXPd4C%7EaZs9KxCfyHnP9eB7nSSUu-iQtoxPcCBwk4dJ0IdHltk6RRm7k7qvuwl6JIpizyh%7EbdPr9ba1ayGMcJKn3WVEra8ygEpp9d3mYgDkgqVi4Jw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:43,033 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:43,064 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:44,792 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:44,820 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:45,432 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:45,459 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:45,849 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:45,882 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:46,232 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:46,261 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:47,988 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:48,017 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164956Z&X-Amz-Expires=3600&X-Amz-Signature=4f4fb625970267852cf4bf6866a8f08b18a7cbc778ecefb247352acaf59f80db&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164996&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=cgbu5soHeq5wKWJWSOEcI6NX181xCUaRdYKEeUco8VaaIgikuYpYbVF36eXJ4%7Eqgh94ccZLMYenH3jBM3kzYVp003Kr2%7E8kZKmCMZYtOaRGYqB8%7EMoC7ZP-QSmcE5HfMthWBmOvbnRX0m2JfUDdvhJr9rYaVCF6SRBL9WT1cZn-7fQ%7EhrBLx-iiVZjYoWHDqRHC8DPSSGslmQdappt%7EyPibS5UKuxRd6QAGbuTOj1DHhkvxkse5CGFP%7ELC1jpFiIm082FPVxgcG1DOhnC88ml7T4rITJVjxFQS44JYv0Pwf2zJaGtdtfl8F0JjDxqVf91o2cNMjN1tds60r-ySJhGQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:48,379 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:48,408 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165102Z&X-Amz-Expires=3600&X-Amz-Signature=92e09699433ddcc9418a1f69524aafa6533ca12490ea725f1d7082ab8e25b57e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165062&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I%7EKjfauuw3SUKf91rKXaUGquqw4KjfYRlfpgYcjkPJB1W5MnR-3gvK0gF3lmyvY0Xvcu97iNpY2G%7Eb7sQ8dNLfQMaa49WtvAV55xRillZIwrLmz3ZTsfyAo82Zy1wkzlK3Tyg3xRyq3a8M4mwXtYlb7YMQsVZBvI-E4UKHlxuXGz9WRIfFtq1W7qkEgB9WcmFBSzNNK68GT5T9VF2M1nYo-qaeAl06uPez%7ExOGzNZsPlLH2LXMMlmnEupsRzhfXeoer3w1QMp3V7oJQ9F5A6ZrQ8XDKzdng6RFbFCA5cqx0h-6myGLBQ8qbtc-mnvrsx2ZEa%7EpVxtNyD-Ai0t6jfPg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:48,787 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:48,815 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:49,170 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:49,199 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:50,925 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:50,952 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164908Z&X-Amz-Expires=3600&X-Amz-Signature=20f22178c452ca04cebc9b2011c34c84d98af83da0acaf893c0d03dabb013fa3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164948&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=p6MrMBKhN%7Ez1fJ-QRTkx3BAZ-UCIeMtbvf%7EV3Oz%7E4QiKhypYeoiaicczwZSlD-pRQBLWw%7ENq7u%7EPRMqhRoKpymjlZSMDHpFhmIWGpMWGJ9bqXDSRUSOJSU8hWbfRaVElZiOhjf1pgkkug-U6ldsgOZrS9pOepBpuoadEyRuqiUX5CM8poDpxQL7qiXJlEZ%7EvMIXVQkCOVQophMW3eC8LDz9-3bQZeWOMiXE1OhjSVw4n6r2cTgYHnrj2uhs7utwYhOTSQ1fts5tQwPuBX4cibIZ20KdPmpih43EL%7EibhGXvEEOo1Won6kCkkls1FJgHnsfEIAB-DnecPQ52E1it4bw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:51,309 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:51,337 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164926Z&X-Amz-Expires=3600&X-Amz-Signature=44f67da82abd048d8f1be759caa5365112719b3561e8c1c712cd744d02bb717a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164966&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=jxXe2l%7Ef5PmduF7IyXap1k1HzYVzq9YxsQYqzAz0OGBk5S-XOTQ4RuZ8kIOofahzny3O2yBec-ash%7EC4X1s5qr4SZWO-g8cbKhxu1txqdrEx8AQ6Okjmc67eYyFgMY%7Eko1-Sc7SUSVsjTlW-LLVUQQZLQFxOGMUljTwhGCgZBxpYcdGl%7EyWaGBEsKrbpKPY0wU%7EX4D5gyt4jM90n%7E9kDbHH9wLAGujh56ZJAYVGa%7EkLRbrlfA%7EL9%7ECjYNXd0l9%7ETfBJjJUVU1q-cWtulo9yu%7ElRxkzpwBCyZbJ1ZbOZbCsJguTvMxsM0ID58NQl2tUQR1d5w4FTj4MJSjjnH8yY5jg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:51,683 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:51,712 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:52,070 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:52,099 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164847Z&X-Amz-Expires=3600&X-Amz-Signature=1a7270a4eb00fe9cda5646ffebe9e3a02e336f79aba64e0c073eac935171d677&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164927&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZqAyEpKJXF3Q8zGf3kr1emFj3aNO7zQefGyrv7W0g%7EiH7uzwsH2Zkwcm9aiSzn84v4mDgYqk-ZlfJRVX1hMMwBYDl22XRcvMrOE2RQmoTbZKV8m4NDZYJvxzjxSxS0Wt27yNpwUBEeNuQkLm-J1CPwcrRmpex2Qq-0JamhNLnTDb92U8uu2OI9nrLwG-s55REgtQxuPNAUQAd05%7Eo%7E29IWR-IXYZ5xUJ3UpKcDWgy2fVPbVrObt9laKJXDBECE0t1JBMi2j0vT2ebNkV2fKgvN7RU6kPPrOJoLrVrpfN1BAqyk3r9hgl%7EXJa2dEkO0fm8y3%7EWaKUuyyQUpkpavtcUA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:53,802 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:53,830 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:54,239 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:54,267 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:57:54,641 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:54,669 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:56,393 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:56,420 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164836Z&X-Amz-Expires=3600&X-Amz-Signature=64ba0fb3b82944dfad9cb3e0f88ce25685fea606a7e2da8f706fcc944980e272&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164916&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=E53hRFcTDwAppJv37lB2xc%7Eyjvlxo2DX04mSwb9Il5VK3b8swJ%7EGKVKLXxUsNLkQqWhz9C5px3Q0D303vSQfEkEDtZnoW%7EJpWLhL5uHlC-lvMnhvZkUn0Worj0AGfN6TPWKUU68mYhwIyo-Pab6a0l9iHrsEKbTyp-9v2Ja86SdQuPFSslNXQnFTNDD8RuCiPszuhAd1pRkOPJXHyBCjTrzatTBY9VtH1w1p0wJrdj8-N%7EL0qv9g603aGUn0JH1k7AnaLNK6JmlpHitgXZa%7Ec%7EN%7ET-FC-5AOtJN-gTNjwcd6w%7EERexCB7A4CQ3jxad8xWHsu9LlM6KblA5bKZYSAow__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:56,801 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:56,828 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164856Z&X-Amz-Expires=3600&X-Amz-Signature=b098fd544980e399444b4703e278b94f81964ba5702db39bb7f82dabe97f8bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164936&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=fOeZU2NZ6ZtK1uS4LNagqtyR2zWXVB18ot9ee9d-d6GTWiHLjtAMXknsJoNt2uzkVbe1WHxkUbHWuPLCilzY0ax2a6yX%7ERNbKDph%7E2KblYrf0Qs6d2KjgObSCcUKCjgFTFybZGUWmvygTWqIp6oxAWoUxTA4jOWHofQvpwZD-K9yeG921ScVn5Rk-eW3rhIdaoq-DieIsVW6Mh9nUd7u8YmgB3CZn76ygqzm-ozz8ycuyot9AhIKM-yP2RSGv6pow1ba6udrblalHkGqTl5IVyJcf21bU-A1q5jGsZivqfZmLjVVhX-hLa7RzbUhi8bX96mpa9oVCkWIsFNpGuigig__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:57,172 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:57,201 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:57,554 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:57,582 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:59,259 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:59,286 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164920Z&X-Amz-Expires=3600&X-Amz-Signature=87fd528b97f0eebf5715221db1ef194ea14cc352a874ca1f94971b32cb27fb0d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164960&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=KWOp2dImaZUtVrbVzDFysXphEs39fFqtWBo2LRoIbGW9b3uiyOPUrVR6FHsHqQIw41zz2fQnvK5PrrE-joePkuDT0jdN3X1sAHf7Lx%7EiWUy1RLcxBlE036UoRXDqKqQnHuQMBCjxG2ISA2Fjl2s6OoLEan8UtNbFjbE4rmtjF8awEZLbhmQ7RR2ekDQpfvdq2D2w39sN5jNcKPyApQK1MmHSJ5hL-SM1NuJOqadr4FcGshk3hUflrgvBzZJISW6fCEUW8G4q%7El1ZOpJJ59VUHgGaqL7nJuyn44L1pnvVK5GsAyxQtHROnaeR5QZPuYvlVAPrz8-qSErxwstJ1j0HmA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:57:59,872 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:57:59,900 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:00,246 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:00,274 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:01,990 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:02,017 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165013Z&X-Amz-Expires=3600&X-Amz-Signature=05c11c34bcf372e398340065d5cb54b23413d1b0274dc4871e79331007edb7e8&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165013&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=arOsNLTBfg7qWDrQBmE4ayeWJW1qFVnJ99iTdgQPqaoKM3w5-7VUb6ywBPYIzsBC4ueeTbL25-mg-btrEn-acVrCa8QgyXqOW75Thyx7D-bkNcmV%7EQ09PW3TqzhclYKqkjysK4ZoBwoH1AaRe2cBW8EfBkaPzshvXCW5%7EFMyYrweRl4BxTv2RylhyS06yIfhP6%7E7aEwPZdcqws66lc%7EgbuXR0%7Eph7I0U-XdICHWJzwgvWfA0tTxLcQ203P5agRjaHWIAWmZFCTwS7OVDSCnhhhPk1unRIdDEDz6o8jPzFJmkALExsnwp5PNKyjjeqDd6UrosUYbUQuby694SuF5jhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:02,340 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:02,368 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165105Z&X-Amz-Expires=3600&X-Amz-Signature=9c8a2fe4a296d7f9f72e60bb26a25975bab890b75e0ae3deaaac30c28372c6b7&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165065&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=EVBtTL63vMezPTNftqhbFVVvjrJY5eZmd8n4LEXKvVvdQW4ePjXdDlEQvHGUQYWG7hWxLz2i59xIKLZDC47lZYDxA72zLmV%7EFrdtWRqhSRmO4sLSDyjCH8M-z1TAYqOr9ew7ffOqDMEXIYLgz7JO2VDqGPUsvQzWN44NDQAo1q4AcGdmoCdCC2On9C94mS8hv3rl8gXvDn95xnt1NmFZWK5Z56UDGFWe5FTK1FklGPlCYpSJj553HRack3Uh83KGqrTNXNdSv9i-nY9nLjum-eet10EOPHPQWgW-HzdaRt4R9xZ%7E81sv4%7EWXrHn6naTuJBBO5nel7I86BMPFd5Pp4w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:02,753 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:02,783 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165102Z&X-Amz-Expires=3600&X-Amz-Signature=92e09699433ddcc9418a1f69524aafa6533ca12490ea725f1d7082ab8e25b57e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165062&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I%7EKjfauuw3SUKf91rKXaUGquqw4KjfYRlfpgYcjkPJB1W5MnR-3gvK0gF3lmyvY0Xvcu97iNpY2G%7Eb7sQ8dNLfQMaa49WtvAV55xRillZIwrLmz3ZTsfyAo82Zy1wkzlK3Tyg3xRyq3a8M4mwXtYlb7YMQsVZBvI-E4UKHlxuXGz9WRIfFtq1W7qkEgB9WcmFBSzNNK68GT5T9VF2M1nYo-qaeAl06uPez%7ExOGzNZsPlLH2LXMMlmnEupsRzhfXeoer3w1QMp3V7oJQ9F5A6ZrQ8XDKzdng6RFbFCA5cqx0h-6myGLBQ8qbtc-mnvrsx2ZEa%7EpVxtNyD-Ai0t6jfPg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:04,489 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:04,517 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:04,881 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:04,909 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:05,254 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:05,283 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:05,640 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:05,668 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164940Z&X-Amz-Expires=3600&X-Amz-Signature=310c7bcd2db700084b82dce4d141b4412aa90f4e4dc4ff26bb517785812cbca3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164980&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=P9iYn0qfBeIaF6rVqK0gnrRDR2VTqQa36ObsIeijRaNOpRLcCNKaW8u415y6qrjo6zBnQcwCpijnLMJJioEty7THWL4KuC0I1cetgr%7E3zMI0PbFvqI1mEeqIy1pHEzQFW9dsfcLpowFk0wc8LYyfIxnF4RqnejRUBNNvN9vXENZmreF7JWlGrSwbGDmLpEj3JNzdU-c1OSnAj6wyStkBEWV0OtYaDMhtKOC3qPCWG6DV7OZlRXXWyswGQBpPoZPkYqPjtYzVLldglQe8A%7EgUaE2q4dconqvW3-i-74zIQCMdzZ0kbOEsalvSPXZ7NSAFgIYI3pGEcIGl3GmADKHlbQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:07,424 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:07,452 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:07,868 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:07,896 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165031Z&X-Amz-Expires=3600&X-Amz-Signature=eaf53bb17c4b1fb8f314d6cf1454e84963f726118c52d540f406ee201cc95a8a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165031&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I8hetGdI-ySgJpUtNYe7gdgn74K%7EHIpOPB6W5aeIApqKTyn%7ELKTS9q4xfwpa9xUvNyHVeHTiU9jcfVt9Etb2irE2e%7EKBy%7Ec8%7E6FiaRhsCztyQJZ2bi1o8d6MM89asb3GZAH8xyL9haiF8MwLY2JWQpXS5QqUqK1yPhSSBjiK5jKMJuAwmVv73kCmdzsI4y1Z3ZjQIjSo1v-Rt9vfDDDbQ7y2sPcUsSdyiUjSsZQym4Pl0GiSsuBB35zHZkP8FmwBN4BeQeRfEq9nRumOq%7EETMveUUfGL5vnLjkcWnDwPWkYUeQ8QSreSLs4UJSo5HqogwXS8IofYpg-M4wVXRwJXPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:08,253 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:08,282 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:09,956 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:09,984 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:10,322 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:10,350 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:10,730 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:10,759 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:12,483 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:12,511 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:13,116 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:13,145 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:13,546 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:13,574 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:13,921 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:13,950 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164924Z&X-Amz-Expires=3600&X-Amz-Signature=1a53b0f7acdb736bfe01f4286cbb84faad56abc8878ee3673e08e118a3b7ab3c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164964&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ORwFy65TRAwZjsWcXcOGDem9Sazqd2Nt1qUNN5o99ywG9Q63ZYEj6Jk3A703%7Ee0H1oQT2JQ87EjGTgtFsvzbjc9UAVrpzfLPYc5bciZJOSvEnGCvRefzAGabGPkdfIO6Zic06KSy4-cR7cDd97Iol5jKlr%7EEM1Ime72ZE0p%7EptarJn9GdtsbXwont3e2vZSW3NSGytF7YMixFGWI1Uk9cv30T%7EVMQJz4cQ1hoyrDm4xdEsImnUu1g4LsECnjQE2Zd4GgdkY86MyKGBx-9qhZ6NC0JXIOkvs1h%7EsSQ%7EFNuTq3YnWhCBU7cKtqN6J8mkEGasuLczTjdzcqqt9mPj9Qhw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:15,632 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:15,660 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:16,033 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:16,061 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164946Z&X-Amz-Expires=3600&X-Amz-Signature=d201c252ff82b15e08318ad752d2bede31b87efd6d20c64e7f2bdf32cb956c97&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164986&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=R7KilVJxDsxFZpscSdDLDFnOE2pgfrPqLgaJNXrss-SerwcOJiiXWDjn-aMXbdJ3G1exoVxzszI5sZPfu3sey3YvVCMZRHHKwm-9FSW9DJXpfOxvCwmwxy7UgVJoEbzuWZqbbKKuySAeLTx6Twa%7EFjUeSUwEoa1OhubyVlK0yYTRwVa6NNIP-06qPjzUNdgYfVB7EP-dgBhlSLjWbuyJ3PwkOwhOZSlXeYAzkZDf%7Eiw0bzlacCPSEWZRo5MVwhRadQmghskcREXpMVWZVuIi124xrD8lPkJ1jVWVfC-qq7ymaPMuuZMuGc6dqE9-1Gsb8zHmFn7H9LjScutf-KT2Ww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:16,423 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:16,452 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:18,147 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:18,175 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164922Z&X-Amz-Expires=3600&X-Amz-Signature=0ef9f98eae63daf38e7cbd30eb36b2b3b992f78c48eb06f089df450889fd9771&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164962&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qqb0xNSHKl%7Exm7lSTlkZux6I-zFigiR4q6C0a5sV7d%7EKB71pNy8soWVxnHRjb4ujuCYpu5JqGEO%7Echmji47jhu8NF3yFwGA9TPqM5OneWIvA1P1sBLNO9pPVEoFKDIzxm4hvxIm6J%7EXdwbPM4pysT%7EylmKtjpxlnyRmLc3aAyNkTImLgEJvW67ZAJ7dBY7KzESXO4HHvPh4jMtKqw-LiIE0CuInU2pQDvm40VYVSoTI7GINgt4qr5y7ysAehZ1I4PmvJwSaPr9KupTIGQpYugtEhhd--GMO1qOHLh0XPt8IYwTA8GNuwOZlv7EdkOFjEL7fq6md8wzeth%7EKsfFRI7A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:18,559 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:18,588 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:18,942 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:18,970 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:20,647 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:20,674 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:21,024 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:21,052 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:21,402 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:21,458 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:23,156 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:23,183 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:23,620 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:23,649 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:24,032 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:24,062 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:24,444 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:24,472 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164920Z&X-Amz-Expires=3600&X-Amz-Signature=87fd528b97f0eebf5715221db1ef194ea14cc352a874ca1f94971b32cb27fb0d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164960&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=KWOp2dImaZUtVrbVzDFysXphEs39fFqtWBo2LRoIbGW9b3uiyOPUrVR6FHsHqQIw41zz2fQnvK5PrrE-joePkuDT0jdN3X1sAHf7Lx%7EiWUy1RLcxBlE036UoRXDqKqQnHuQMBCjxG2ISA2Fjl2s6OoLEan8UtNbFjbE4rmtjF8awEZLbhmQ7RR2ekDQpfvdq2D2w39sN5jNcKPyApQK1MmHSJ5hL-SM1NuJOqadr4FcGshk3hUflrgvBzZJISW6fCEUW8G4q%7El1ZOpJJ59VUHgGaqL7nJuyn44L1pnvVK5GsAyxQtHROnaeR5QZPuYvlVAPrz8-qSErxwstJ1j0HmA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:26,245 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:26,272 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165000Z&X-Amz-Expires=3600&X-Amz-Signature=265567c42d4d3684b8d90591704f9f16f83020b48b0d5100aa75f11afe3d430a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165000&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=q6u3CGwZXTLZ4tYbtx9DyN1tRCIRZi6wSeK3a8pCQuitQkFPuiEPGQYs3Wm5PbfV3zxKUh38P61p76TcQApnmLMGGYx0MqYv38UcLrlznQaw%7EMaepktsG%7EB43oL5WldIzhoqSxNO5KLINB0I8UAhkIAPtcH7hb51Aio5VGNEWMBKfMleobg10wVUG9CQRBCZm%7EO4PzSeMHZ82I%7Eb5sTBk6tiMYvO1%7EmEqleODWOSswCF7BpXJuXgd0Bx8nVVK27KSWsetIScidCRZZVuO-WN1zLXlEaasCb4Z1J7KoGVXTT5Dd0ihFPOS0niGGDmwvtAYrL8HJP4lt22zCfruXDJwA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:26,658 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:26,686 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165102Z&X-Amz-Expires=3600&X-Amz-Signature=92e09699433ddcc9418a1f69524aafa6533ca12490ea725f1d7082ab8e25b57e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165062&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I%7EKjfauuw3SUKf91rKXaUGquqw4KjfYRlfpgYcjkPJB1W5MnR-3gvK0gF3lmyvY0Xvcu97iNpY2G%7Eb7sQ8dNLfQMaa49WtvAV55xRillZIwrLmz3ZTsfyAo82Zy1wkzlK3Tyg3xRyq3a8M4mwXtYlb7YMQsVZBvI-E4UKHlxuXGz9WRIfFtq1W7qkEgB9WcmFBSzNNK68GT5T9VF2M1nYo-qaeAl06uPez%7ExOGzNZsPlLH2LXMMlmnEupsRzhfXeoer3w1QMp3V7oJQ9F5A6ZrQ8XDKzdng6RFbFCA5cqx0h-6myGLBQ8qbtc-mnvrsx2ZEa%7EpVxtNyD-Ai0t6jfPg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:27,045 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:27,073 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:28,793 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:28,820 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:29,167 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:29,196 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165102Z&X-Amz-Expires=3600&X-Amz-Signature=92e09699433ddcc9418a1f69524aafa6533ca12490ea725f1d7082ab8e25b57e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165062&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I%7EKjfauuw3SUKf91rKXaUGquqw4KjfYRlfpgYcjkPJB1W5MnR-3gvK0gF3lmyvY0Xvcu97iNpY2G%7Eb7sQ8dNLfQMaa49WtvAV55xRillZIwrLmz3ZTsfyAo82Zy1wkzlK3Tyg3xRyq3a8M4mwXtYlb7YMQsVZBvI-E4UKHlxuXGz9WRIfFtq1W7qkEgB9WcmFBSzNNK68GT5T9VF2M1nYo-qaeAl06uPez%7ExOGzNZsPlLH2LXMMlmnEupsRzhfXeoer3w1QMp3V7oJQ9F5A6ZrQ8XDKzdng6RFbFCA5cqx0h-6myGLBQ8qbtc-mnvrsx2ZEa%7EpVxtNyD-Ai0t6jfPg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:29,596 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:29,626 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:31,339 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:31,367 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164927Z&X-Amz-Expires=3600&X-Amz-Signature=aa66129c869ed1df67475fc33167228c2377e2bceb3d52ffb023b019d0223ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164967&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MLxfOfva9ER5O%7EtpqiCBdv1gpyO5Si7TpPGmGRN9xy6bILPCvyWEmB4ZDo8Z5S8wf1bWSFrdoQsQ519hYVmHnCwNJ3WOVsY-YJFzOpDDZcAGodtNW9dQ5fX3fbs%7EuQYn9a62nbSp%7EUGqdJLD2%7EYg5zublogyVLXDgD1%7EjXL8kPp4xheD%7EhJaP5vXPPWKKZW66nVBrEXh9tIPlDuR7a2auw8amK1WYFlS6RCuo5Un6b75adwiCHU85-zWpJU%7E3Crm4QPgFcRLtUWer-TNUxNIcO9DcOjGd7Qnnthw7wjZA2V-X7jWO73ktg0EBbm11DkS%7Ed0oD9xu%7ENHkL5-8lLBHQQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:31,977 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:32,006 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:32,380 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:32,409 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:34,120 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:34,148 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:34,493 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:34,523 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:34,890 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:34,918 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:36,624 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:36,652 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164921Z&X-Amz-Expires=3600&X-Amz-Signature=9160e1be6f1fc5b8479b633f5d135954745d9d65fa01a9bdbd2a311560e93f25&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164961&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Dw-MaGIEKUlJhcil5BvERw6IusxhkiGePhgU6XH8inCxxEa42ktZg2GjVJ8Dzq06JmtRavEIc2d3u81OFoF3Q4YIodw-nLbTdJjQw1gGtbXGS6xwDYAB30RqRMpZPQ%7E4nQLltWzZ5z8b97hmuoepAlHdjlpOlRUvoJBk5WEAN-%7E48ECktVjosXdoOdYysjHiyBZa%7E5-UvOgA0XBHsLunMnSYD2Cv65N6geb7jmx%7ElHHVlBz0UDyP3pCUgW8GwlgKupP6oq4-P859o%7EiK-qvm-u4Ud1dtAwKmfm%7EKimZ8Z8uol-1hujvRa1kgvzyqUyg%7E47-7ef9DWLFyRSjCQF8rTg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:36,999 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:37,027 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165048Z&X-Amz-Expires=3600&X-Amz-Signature=aafd5d6186f5309e9584ca3ef00eaed7751fd4f69ede7a62178913bf2458ed28&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165048&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GsxUZaYZSUrWmcPZC6EMEOhivVCSRVTQ4MbTQPcvoYVjIH7BaATwHHrSI3SkeLfM8%7ETpE2E6nMi9V3O9r1Dy5eno-tpf8dbvJJW25TcTkIDT3kihiE%7Ex%7EB-fj5nHDmnnsHUpvNRazDKbrBeNks3NZV9b5uxCP0bjP-BUKPVfrPUMrNuyJ-vM5yb1Ostn3waU02nNLSfJFDjMi%7ED%7EYRs2d3kCBGzKrXn1Io9LcS-HP6-OgZK3UaG8JUuPVjFcVgZM-5GjwzyXE2NuDd7BMvD8dl9ad-JrFB4m3epqLaJKIbOegmHrBG-FFQcMkJrfOtd-rlDFWqosEknttn59OrTG5A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:37,379 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:37,407 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:39,087 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:39,115 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:39,453 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:39,484 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:39,831 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:39,860 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:41,522 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:41,551 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165029Z&X-Amz-Expires=3600&X-Amz-Signature=a8ce0ef238f67d54874b68020161c9a86fd6ce876b15fb3c9d1e0f4c29dda38d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165029&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAyOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=VKRVjxPNY4IqrEX5z615RWcJ%7EA4JF%7E4mYgm6ZUG5pK2btsT80jYRwgUO6lfX7olQnxLYbxj2eFsJqudmWu-2ZLfMA7joH-1uRcjgzO%7ExOWBT9XCy%7E-1TT7-kbtFKo8OWe-HWtPeV392An5Hq7qO2oQh8A3IieG%7EGe-L15acp--Ccz8z80h-IF7lXLAj%7Ec-jsg32TDagyO7CCSlw7Ho5irUYjW36ROD4%7EOVcqCp0ZLIB0B7vp9N%7Ez3icijoXhw9kLseiRhRllNe0ZcPOZ2Fv5EETpiCVCPCcnCnAb0G36EU1r4t2IMm8GCIES0oA2LglWABP4gmZ0yhg5c-vHZJr0xw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:41,888 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:41,917 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165031Z&X-Amz-Expires=3600&X-Amz-Signature=eaf53bb17c4b1fb8f314d6cf1454e84963f726118c52d540f406ee201cc95a8a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165031&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I8hetGdI-ySgJpUtNYe7gdgn74K%7EHIpOPB6W5aeIApqKTyn%7ELKTS9q4xfwpa9xUvNyHVeHTiU9jcfVt9Etb2irE2e%7EKBy%7Ec8%7E6FiaRhsCztyQJZ2bi1o8d6MM89asb3GZAH8xyL9haiF8MwLY2JWQpXS5QqUqK1yPhSSBjiK5jKMJuAwmVv73kCmdzsI4y1Z3ZjQIjSo1v-Rt9vfDDDbQ7y2sPcUsSdyiUjSsZQym4Pl0GiSsuBB35zHZkP8FmwBN4BeQeRfEq9nRumOq%7EETMveUUfGL5vnLjkcWnDwPWkYUeQ8QSreSLs4UJSo5HqogwXS8IofYpg-M4wVXRwJXPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:42,287 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:42,316 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:43,989 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:44,018 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:44,365 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:44,394 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:44,732 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:44,761 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:46,470 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:46,499 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:46,851 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:46,879 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:47,239 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:47,268 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164856Z&X-Amz-Expires=3600&X-Amz-Signature=b098fd544980e399444b4703e278b94f81964ba5702db39bb7f82dabe97f8bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164936&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=fOeZU2NZ6ZtK1uS4LNagqtyR2zWXVB18ot9ee9d-d6GTWiHLjtAMXknsJoNt2uzkVbe1WHxkUbHWuPLCilzY0ax2a6yX%7ERNbKDph%7E2KblYrf0Qs6d2KjgObSCcUKCjgFTFybZGUWmvygTWqIp6oxAWoUxTA4jOWHofQvpwZD-K9yeG921ScVn5Rk-eW3rhIdaoq-DieIsVW6Mh9nUd7u8YmgB3CZn76ygqzm-ozz8ycuyot9AhIKM-yP2RSGv6pow1ba6udrblalHkGqTl5IVyJcf21bU-A1q5jGsZivqfZmLjVVhX-hLa7RzbUhi8bX96mpa9oVCkWIsFNpGuigig__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:47,636 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:47,665 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164922Z&X-Amz-Expires=3600&X-Amz-Signature=0ef9f98eae63daf38e7cbd30eb36b2b3b992f78c48eb06f089df450889fd9771&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164962&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qqb0xNSHKl%7Exm7lSTlkZux6I-zFigiR4q6C0a5sV7d%7EKB71pNy8soWVxnHRjb4ujuCYpu5JqGEO%7Echmji47jhu8NF3yFwGA9TPqM5OneWIvA1P1sBLNO9pPVEoFKDIzxm4hvxIm6J%7EXdwbPM4pysT%7EylmKtjpxlnyRmLc3aAyNkTImLgEJvW67ZAJ7dBY7KzESXO4HHvPh4jMtKqw-LiIE0CuInU2pQDvm40VYVSoTI7GINgt4qr5y7ysAehZ1I4PmvJwSaPr9KupTIGQpYugtEhhd--GMO1qOHLh0XPt8IYwTA8GNuwOZlv7EdkOFjEL7fq6md8wzeth%7EKsfFRI7A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:49,344 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:49,371 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:49,702 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:49,730 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165105Z&X-Amz-Expires=3600&X-Amz-Signature=9c8a2fe4a296d7f9f72e60bb26a25975bab890b75e0ae3deaaac30c28372c6b7&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165065&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=EVBtTL63vMezPTNftqhbFVVvjrJY5eZmd8n4LEXKvVvdQW4ePjXdDlEQvHGUQYWG7hWxLz2i59xIKLZDC47lZYDxA72zLmV%7EFrdtWRqhSRmO4sLSDyjCH8M-z1TAYqOr9ew7ffOqDMEXIYLgz7JO2VDqGPUsvQzWN44NDQAo1q4AcGdmoCdCC2On9C94mS8hv3rl8gXvDn95xnt1NmFZWK5Z56UDGFWe5FTK1FklGPlCYpSJj553HRack3Uh83KGqrTNXNdSv9i-nY9nLjum-eet10EOPHPQWgW-HzdaRt4R9xZ%7E81sv4%7EWXrHn6naTuJBBO5nel7I86BMPFd5Pp4w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:50,066 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:50,094 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164927Z&X-Amz-Expires=3600&X-Amz-Signature=aa66129c869ed1df67475fc33167228c2377e2bceb3d52ffb023b019d0223ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164967&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MLxfOfva9ER5O%7EtpqiCBdv1gpyO5Si7TpPGmGRN9xy6bILPCvyWEmB4ZDo8Z5S8wf1bWSFrdoQsQ519hYVmHnCwNJ3WOVsY-YJFzOpDDZcAGodtNW9dQ5fX3fbs%7EuQYn9a62nbSp%7EUGqdJLD2%7EYg5zublogyVLXDgD1%7EjXL8kPp4xheD%7EhJaP5vXPPWKKZW66nVBrEXh9tIPlDuR7a2auw8amK1WYFlS6RCuo5Un6b75adwiCHU85-zWpJU%7E3Crm4QPgFcRLtUWer-TNUxNIcO9DcOjGd7Qnnthw7wjZA2V-X7jWO73ktg0EBbm11DkS%7Ed0oD9xu%7ENHkL5-8lLBHQQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:51,776 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:51,805 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:52,140 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:52,168 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164904Z&X-Amz-Expires=3600&X-Amz-Signature=9658fb7bc1163bb7c6e86b6016f5ee0a99ac5c424163e25c315113c97c0c429f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164944&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uit2GOG9tDlzgtZGuDBRSwu9VT8mYBZJNpNPpLgKug0mi3IFWANzXcWAArQYjUpulhhz2duyXVXquDLicViP8XkyX7G3qgcS3NjgAeJm2-Pj2taP3h0ANpEmhx0adbgV4HzMjcS7-TUtqio7jRXbq4dlxFzWM9ysufCUMMHbaz6D5gnNz7Y1f25FNYkYlXNuIJsNd7rVwi1w%7EWf-rNv%7ET-O6gjvFpyNlPmUyLkk2yqYjihWozifa%7Ey6Sv5srl8d6oXYkxRLJp3hS4nhfeDRFHjXazTzPxPZCTE0fYKB%7EOD76dBZJ4aY-yZn8Tq4zt97LcC6dmw3UH8wEOqojkOdfuQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:52,536 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:52,564 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:54,248 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:54,275 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165000Z&X-Amz-Expires=3600&X-Amz-Signature=265567c42d4d3684b8d90591704f9f16f83020b48b0d5100aa75f11afe3d430a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165000&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=q6u3CGwZXTLZ4tYbtx9DyN1tRCIRZi6wSeK3a8pCQuitQkFPuiEPGQYs3Wm5PbfV3zxKUh38P61p76TcQApnmLMGGYx0MqYv38UcLrlznQaw%7EMaepktsG%7EB43oL5WldIzhoqSxNO5KLINB0I8UAhkIAPtcH7hb51Aio5VGNEWMBKfMleobg10wVUG9CQRBCZm%7EO4PzSeMHZ82I%7Eb5sTBk6tiMYvO1%7EmEqleODWOSswCF7BpXJuXgd0Bx8nVVK27KSWsetIScidCRZZVuO-WN1zLXlEaasCb4Z1J7KoGVXTT5Dd0ihFPOS0niGGDmwvtAYrL8HJP4lt22zCfruXDJwA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:54,847 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:54,875 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:55,241 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:55,269 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:55,603 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:55,631 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164834Z&X-Amz-Expires=3600&X-Amz-Signature=52f0589a2a77a0f18376f129eac344f12823df56d79df219c8ea791a56059728&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164914&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=iCa4I8zZpL-o%7EQvwKCa5eMli7HuzW-FvmVvr6D9NDMgaIQhu1Vn-9YONWVytTl2IbgpCUaLocq0M8idCpxqRLippI2ZU6EjUqaIxLtU7mrMOsWwzzV%7EdPD15PRHEdjhArjptV-m9Zq-bkL7IQgct2gByeaC8o8CcGUwoGXGXxAnMRV1G74hUYSaTy4c2WI2DqkolnoTK9naoHDK1DqQ1HcvxOk-SOhU4FRlGkDbAjyoZoe6AljxuufNt1Z%7EEgEwJenO%7Es9mUNnShgPC5AJ6k9rQkmAqvIZKl7EGo%7ECSr5OCtoTthQV0NZxLRvc3cXwAuXJUF6gWGKPUYCrwTP-EuDA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:57,322 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:57,350 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:58:57,703 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:57,732 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164904Z&X-Amz-Expires=3600&X-Amz-Signature=9658fb7bc1163bb7c6e86b6016f5ee0a99ac5c424163e25c315113c97c0c429f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164944&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uit2GOG9tDlzgtZGuDBRSwu9VT8mYBZJNpNPpLgKug0mi3IFWANzXcWAArQYjUpulhhz2duyXVXquDLicViP8XkyX7G3qgcS3NjgAeJm2-Pj2taP3h0ANpEmhx0adbgV4HzMjcS7-TUtqio7jRXbq4dlxFzWM9ysufCUMMHbaz6D5gnNz7Y1f25FNYkYlXNuIJsNd7rVwi1w%7EWf-rNv%7ET-O6gjvFpyNlPmUyLkk2yqYjihWozifa%7Ey6Sv5srl8d6oXYkxRLJp3hS4nhfeDRFHjXazTzPxPZCTE0fYKB%7EOD76dBZJ4aY-yZn8Tq4zt97LcC6dmw3UH8wEOqojkOdfuQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:58,079 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:58,108 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165048Z&X-Amz-Expires=3600&X-Amz-Signature=aafd5d6186f5309e9584ca3ef00eaed7751fd4f69ede7a62178913bf2458ed28&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165048&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GsxUZaYZSUrWmcPZC6EMEOhivVCSRVTQ4MbTQPcvoYVjIH7BaATwHHrSI3SkeLfM8%7ETpE2E6nMi9V3O9r1Dy5eno-tpf8dbvJJW25TcTkIDT3kihiE%7Ex%7EB-fj5nHDmnnsHUpvNRazDKbrBeNks3NZV9b5uxCP0bjP-BUKPVfrPUMrNuyJ-vM5yb1Ostn3waU02nNLSfJFDjMi%7ED%7EYRs2d3kCBGzKrXn1Io9LcS-HP6-OgZK3UaG8JUuPVjFcVgZM-5GjwzyXE2NuDd7BMvD8dl9ad-JrFB4m3epqLaJKIbOegmHrBG-FFQcMkJrfOtd-rlDFWqosEknttn59OrTG5A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:58:59,795 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:58:59,822 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:00,182 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:00,212 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:00,553 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:00,582 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:02,223 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:02,252 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164940Z&X-Amz-Expires=3600&X-Amz-Signature=310c7bcd2db700084b82dce4d141b4412aa90f4e4dc4ff26bb517785812cbca3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164980&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=P9iYn0qfBeIaF6rVqK0gnrRDR2VTqQa36ObsIeijRaNOpRLcCNKaW8u415y6qrjo6zBnQcwCpijnLMJJioEty7THWL4KuC0I1cetgr%7E3zMI0PbFvqI1mEeqIy1pHEzQFW9dsfcLpowFk0wc8LYyfIxnF4RqnejRUBNNvN9vXENZmreF7JWlGrSwbGDmLpEj3JNzdU-c1OSnAj6wyStkBEWV0OtYaDMhtKOC3qPCWG6DV7OZlRXXWyswGQBpPoZPkYqPjtYzVLldglQe8A%7EgUaE2q4dconqvW3-i-74zIQCMdzZ0kbOEsalvSPXZ7NSAFgIYI3pGEcIGl3GmADKHlbQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:02,632 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:02,661 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:59:03,002 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:03,031 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164908Z&X-Amz-Expires=3600&X-Amz-Signature=20f22178c452ca04cebc9b2011c34c84d98af83da0acaf893c0d03dabb013fa3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164948&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=p6MrMBKhN%7Ez1fJ-QRTkx3BAZ-UCIeMtbvf%7EV3Oz%7E4QiKhypYeoiaicczwZSlD-pRQBLWw%7ENq7u%7EPRMqhRoKpymjlZSMDHpFhmIWGpMWGJ9bqXDSRUSOJSU8hWbfRaVElZiOhjf1pgkkug-U6ldsgOZrS9pOepBpuoadEyRuqiUX5CM8poDpxQL7qiXJlEZ%7EvMIXVQkCOVQophMW3eC8LDz9-3bQZeWOMiXE1OhjSVw4n6r2cTgYHnrj2uhs7utwYhOTSQ1fts5tQwPuBX4cibIZ20KdPmpih43EL%7EibhGXvEEOo1Won6kCkkls1FJgHnsfEIAB-DnecPQ52E1it4bw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:04,688 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:04,716 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:05,062 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:05,092 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164843Z&X-Amz-Expires=3600&X-Amz-Signature=8b3cc9fd6536ab6eeb767c2be1e91497fa5e9b444c235cb617b7f2be2d7e747c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164923&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=LdOeimts8e3vZqbJ9cqJQgpF17pZTA6ys45Y%7EclX4eO23K25%7EOmPPDDDMrUV18%7EMy6BGotPqkvsBN2Jxkgyhl-K-39frN3yj7u9TAin8qau8HmO3oCRD%7EqvAJdC7cUZdESAgr98bjzfJuH1lLBtXIhwAC0M1brADCAFYJkD%7E0PSLeihgerHANUab-XPciwJhkb5cZOzHjYlcvWw%7EmRCkPAnuKariWMzHAOHJw4B4fdFgriHE2fnISSRafap1r6KHmqHf2IAV88d5wl%7EFoBcsXovoSOF4W-EU%7EoL-WlyQ9YewS3qVQRacVPU4klpPNkSTl0gBtJHkf5KhhMJMHQnrww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:05,448 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:05,477 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:05,831 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:05,859 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:07,541 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:07,569 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165102Z&X-Amz-Expires=3600&X-Amz-Signature=92e09699433ddcc9418a1f69524aafa6533ca12490ea725f1d7082ab8e25b57e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165062&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I%7EKjfauuw3SUKf91rKXaUGquqw4KjfYRlfpgYcjkPJB1W5MnR-3gvK0gF3lmyvY0Xvcu97iNpY2G%7Eb7sQ8dNLfQMaa49WtvAV55xRillZIwrLmz3ZTsfyAo82Zy1wkzlK3Tyg3xRyq3a8M4mwXtYlb7YMQsVZBvI-E4UKHlxuXGz9WRIfFtq1W7qkEgB9WcmFBSzNNK68GT5T9VF2M1nYo-qaeAl06uPez%7ExOGzNZsPlLH2LXMMlmnEupsRzhfXeoer3w1QMp3V7oJQ9F5A6ZrQ8XDKzdng6RFbFCA5cqx0h-6myGLBQ8qbtc-mnvrsx2ZEa%7EpVxtNyD-Ai0t6jfPg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:08,147 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:08,175 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:59:08,520 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:08,549 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:10,266 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:10,293 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164910Z&X-Amz-Expires=3600&X-Amz-Signature=7d796df1f99337c9382655ee00a0d8f2fa90c55a6cb30895450850855c6bcc1c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164950&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vN-Ggabl0DGtdHFkE5Clm606imHbEOHGm1MniPE7Rxpks3KYXgDgx40%7EZ8B%7EK9Y-D2pl7gCulBnTz4I3%7ElrS0h3MvOzj0jLi3096N2yL5Ma%7E0n%7Epb3H-PuQ-o-SvLVH9VLyclTqM0RA68JZ232x8hAAjVPVtymJJ1JyrTE5SAT01F5UZOA6s4oQsRYHXR%7Ejy%7E3RJsZLXYwGrX%7EaVCwRf3CDkvGSCLWE0T2B5T-IVKb27BAgzYpU6pSyU0TRaX02zgFAskKB6YFqlF8eC5FVUFi6l21emo8IebNW4MQypVTtMRILJOSLfQqCKp8JRb7QHWIn3zAtWE8SqmzWlv11YTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:10,649 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:10,678 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165000Z&X-Amz-Expires=3600&X-Amz-Signature=265567c42d4d3684b8d90591704f9f16f83020b48b0d5100aa75f11afe3d430a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165000&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=q6u3CGwZXTLZ4tYbtx9DyN1tRCIRZi6wSeK3a8pCQuitQkFPuiEPGQYs3Wm5PbfV3zxKUh38P61p76TcQApnmLMGGYx0MqYv38UcLrlznQaw%7EMaepktsG%7EB43oL5WldIzhoqSxNO5KLINB0I8UAhkIAPtcH7hb51Aio5VGNEWMBKfMleobg10wVUG9CQRBCZm%7EO4PzSeMHZ82I%7Eb5sTBk6tiMYvO1%7EmEqleODWOSswCF7BpXJuXgd0Bx8nVVK27KSWsetIScidCRZZVuO-WN1zLXlEaasCb4Z1J7KoGVXTT5Dd0ihFPOS0niGGDmwvtAYrL8HJP4lt22zCfruXDJwA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:11,042 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:11,071 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:12,716 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:12,745 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:13,160 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:13,189 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:13,558 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:13,586 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:59:15,298 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:15,328 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:15,706 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:15,734 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:16,130 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:16,159 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164933Z&X-Amz-Expires=3600&X-Amz-Signature=62ca9a42d88cca67e42df582f4f1ff0996cd8f1ff880830f45c8e0863c320039&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164973&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TWbJLw4S30WOtcm26UNCEMhMJZx3vmGba-kx4yaEuLYzkuUszIOOsOmopEh4D2bXZb9TRlXk-6%7ErMc-HnrHiW2oIRxSj2wM48SQKhC%7EF7tw9MdQ9yUQsPXNhDTJ1cSaFbW8wO4C92cUJXfyrskCNcUJRYR6lffN4YiQ8t%7EYQDZ%7ELTFgweCGvzV1JKDvNK55nv1M3HTCjaEWfFfYlu97lEK1Zs6uFMsn2lhTAKXPd4C%7EaZs9KxCfyHnP9eB7nSSUu-iQtoxPcCBwk4dJ0IdHltk6RRm7k7qvuwl6JIpizyh%7EbdPr9ba1ayGMcJKn3WVEra8ygEpp9d3mYgDkgqVi4Jw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:16,551 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:16,580 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164843Z&X-Amz-Expires=3600&X-Amz-Signature=8b3cc9fd6536ab6eeb767c2be1e91497fa5e9b444c235cb617b7f2be2d7e747c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164923&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=LdOeimts8e3vZqbJ9cqJQgpF17pZTA6ys45Y%7EclX4eO23K25%7EOmPPDDDMrUV18%7EMy6BGotPqkvsBN2Jxkgyhl-K-39frN3yj7u9TAin8qau8HmO3oCRD%7EqvAJdC7cUZdESAgr98bjzfJuH1lLBtXIhwAC0M1brADCAFYJkD%7E0PSLeihgerHANUab-XPciwJhkb5cZOzHjYlcvWw%7EmRCkPAnuKariWMzHAOHJw4B4fdFgriHE2fnISSRafap1r6KHmqHf2IAV88d5wl%7EFoBcsXovoSOF4W-EU%7EoL-WlyQ9YewS3qVQRacVPU4klpPNkSTl0gBtJHkf5KhhMJMHQnrww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:16,954 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:16,981 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164834Z&X-Amz-Expires=3600&X-Amz-Signature=52f0589a2a77a0f18376f129eac344f12823df56d79df219c8ea791a56059728&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164914&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=iCa4I8zZpL-o%7EQvwKCa5eMli7HuzW-FvmVvr6D9NDMgaIQhu1Vn-9YONWVytTl2IbgpCUaLocq0M8idCpxqRLippI2ZU6EjUqaIxLtU7mrMOsWwzzV%7EdPD15PRHEdjhArjptV-m9Zq-bkL7IQgct2gByeaC8o8CcGUwoGXGXxAnMRV1G74hUYSaTy4c2WI2DqkolnoTK9naoHDK1DqQ1HcvxOk-SOhU4FRlGkDbAjyoZoe6AljxuufNt1Z%7EEgEwJenO%7Es9mUNnShgPC5AJ6k9rQkmAqvIZKl7EGo%7ECSr5OCtoTthQV0NZxLRvc3cXwAuXJUF6gWGKPUYCrwTP-EuDA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:19,055 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:19,086 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165321Z&X-Amz-Expires=3600&X-Amz-Signature=5d00390cc2dbe30a35574d650a82d92ee9120b4a8702d36c0805415c78f3a95e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165201&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTIwMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=mZjfqjoyOgvovT3bGsMYEqHEZPmxnY0R3twmTWElygaFaTiIH8RwomP9lEhUbf6Vi54jzAlOjtQ3Df4-W%7EiT78an3NbYpTQBpmBJwHxquGl%7EmtISsXpn-4L6IxhZD2aMHkDrNd%7EwLFi-c6PfK0xmCUoPulOlFtZa3BABHiIahWFQmVdpvPi4K52mbf3FADnQMx275XuHqiG5OvVz-WzZNWvmhGgSuNgnjT63Dkx-TZfT5NtTpSA1mj0t%7E3JDvHmD17PJkDoRIsZUlNwgW7ZH-vQ1FDWJrFu0SIG1IqwN85ohUVbNCXjTok4u4T232gBampIBBHPk72R5S1qMder7Cw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:19,472 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:19,500 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:59:19,839 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:19,867 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164836Z&X-Amz-Expires=3600&X-Amz-Signature=64ba0fb3b82944dfad9cb3e0f88ce25685fea606a7e2da8f706fcc944980e272&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164916&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=E53hRFcTDwAppJv37lB2xc%7Eyjvlxo2DX04mSwb9Il5VK3b8swJ%7EGKVKLXxUsNLkQqWhz9C5px3Q0D303vSQfEkEDtZnoW%7EJpWLhL5uHlC-lvMnhvZkUn0Worj0AGfN6TPWKUU68mYhwIyo-Pab6a0l9iHrsEKbTyp-9v2Ja86SdQuPFSslNXQnFTNDD8RuCiPszuhAd1pRkOPJXHyBCjTrzatTBY9VtH1w1p0wJrdj8-N%7EL0qv9g603aGUn0JH1k7AnaLNK6JmlpHitgXZa%7Ec%7EN%7ET-FC-5AOtJN-gTNjwcd6w%7EERexCB7A4CQ3jxad8xWHsu9LlM6KblA5bKZYSAow__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:20,250 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:20,278 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:22,246 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:22,276 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164920Z&X-Amz-Expires=3600&X-Amz-Signature=87fd528b97f0eebf5715221db1ef194ea14cc352a874ca1f94971b32cb27fb0d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164960&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=KWOp2dImaZUtVrbVzDFysXphEs39fFqtWBo2LRoIbGW9b3uiyOPUrVR6FHsHqQIw41zz2fQnvK5PrrE-joePkuDT0jdN3X1sAHf7Lx%7EiWUy1RLcxBlE036UoRXDqKqQnHuQMBCjxG2ISA2Fjl2s6OoLEan8UtNbFjbE4rmtjF8awEZLbhmQ7RR2ekDQpfvdq2D2w39sN5jNcKPyApQK1MmHSJ5hL-SM1NuJOqadr4FcGshk3hUflrgvBzZJISW6fCEUW8G4q%7El1ZOpJJ59VUHgGaqL7nJuyn44L1pnvVK5GsAyxQtHROnaeR5QZPuYvlVAPrz8-qSErxwstJ1j0HmA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:22,659 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:22,688 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165514Z&X-Amz-Expires=3600&X-Amz-Signature=e380e30cdbebccb5998dc17bd6f9e9d6f8adf2fc617569893709b005dd997aac&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165314&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTMxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qzdrkqhzRyWYyTOy-Ul6vy20L1kp5dqCOgao9%7EM4-GEhdn010Gz6ZpbRY1OrRF%7EJ5JeVgIzEw-uM64o3PSC-8NcynmaIXf29z-QKOeSIUPg7FbMBE0CXP0YaVLXwNQqKlSia5k6k0owWX%7EHoHz4TaPBSEWUu4o61zW%7EPDM-YeaNgm32aklfHGYOCQc4IWovgZ%7EolYUQYCXZnsAenTn5usqqhsTclkr6IfN4QCvROVbQ0eAA0XPAOOUOpWnZ-2%7E75Gij21VxXMR%7EmgUMCGioQi8DKTbOH0ti3o-Kqi0zJKtRU26ZcYS7JFqVozXT9DHzH4T1ZvFrJYTPO-71hijUCgQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:23,086 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:23,114 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:23,490 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:23,518 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164927Z&X-Amz-Expires=3600&X-Amz-Signature=aa66129c869ed1df67475fc33167228c2377e2bceb3d52ffb023b019d0223ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164967&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MLxfOfva9ER5O%7EtpqiCBdv1gpyO5Si7TpPGmGRN9xy6bILPCvyWEmB4ZDo8Z5S8wf1bWSFrdoQsQ519hYVmHnCwNJ3WOVsY-YJFzOpDDZcAGodtNW9dQ5fX3fbs%7EuQYn9a62nbSp%7EUGqdJLD2%7EYg5zublogyVLXDgD1%7EjXL8kPp4xheD%7EhJaP5vXPPWKKZW66nVBrEXh9tIPlDuR7a2auw8amK1WYFlS6RCuo5Un6b75adwiCHU85-zWpJU%7E3Crm4QPgFcRLtUWer-TNUxNIcO9DcOjGd7Qnnthw7wjZA2V-X7jWO73ktg0EBbm11DkS%7Ed0oD9xu%7ENHkL5-8lLBHQQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:25,415 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:25,443 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:59:25,803 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:25,831 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164953Z&X-Amz-Expires=3600&X-Amz-Signature=f7fd3c7a222c306acb7d3364c5ace3e38bf742b1e02c56ad89843c110bde2fe9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164993&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I1ZH%7EaLFC5S%7ECKITvLatHMxqti-jdWRyaJaIJQwPqns46Ie3xgZbyxhqbfo3u5aoWfTWRYIuC4VjYmloAY1BYleDqDQugYEjr42989crrBJdKwRLrIt9APPRwS1tD-vDbUtK0k-8ZtyphHZQtD-l7YgdJhnPQx7TZpw5uDKbHHrU5TQBy0clVj1CpApmIKorjZH5HvFKi9mgmmHqQ1ndk-UYZFGQpgQqSMpvKLr456h96EtcH7cnSQLFwEPinOXwF2YPkvcnmj7HMQ1KPog%7EBvZgQswj1KHacj3EXCxIUFh%7EEtp9N4ge1g5TOVRn8tIVY15qUwFKY-VZbng3XOtkrw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:26,206 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:26,233 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164956Z&X-Amz-Expires=3600&X-Amz-Signature=4f4fb625970267852cf4bf6866a8f08b18a7cbc778ecefb247352acaf59f80db&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164996&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=cgbu5soHeq5wKWJWSOEcI6NX181xCUaRdYKEeUco8VaaIgikuYpYbVF36eXJ4%7Eqgh94ccZLMYenH3jBM3kzYVp003Kr2%7E8kZKmCMZYtOaRGYqB8%7EMoC7ZP-QSmcE5HfMthWBmOvbnRX0m2JfUDdvhJr9rYaVCF6SRBL9WT1cZn-7fQ%7EhrBLx-iiVZjYoWHDqRHC8DPSSGslmQdappt%7EyPibS5UKuxRd6QAGbuTOj1DHhkvxkse5CGFP%7ELC1jpFiIm082FPVxgcG1DOhnC88ml7T4rITJVjxFQS44JYv0Pwf2zJaGtdtfl8F0JjDxqVf91o2cNMjN1tds60r-ySJhGQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:26,602 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:26,640 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:28,536 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:28,563 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164903Z&X-Amz-Expires=3600&X-Amz-Signature=228b089ee4e8da375a115e1a81344059fd7bbb3532d81ad77c0fb976b1a1ae17&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164943&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ey2ICn-CEt229scXoJixqP2HyinKCnNPMJd3a1pehyRjGqSL8vEl13AisXavlH-rMwl0j8nu2bVQhiLKuCtEtE3OSvkyHc1P%7EyjluVn7cTDUDJ4D1ALipFzY4ExUECVK8kRFvkwa2vDvzxu%7EFkdIM8EcjYd91OXWPHyGf2iThsLpexWctnxlxMEN5PLuLmEswYqldUHciIjn46450KfVgTpUi4bswmNThI1MrvqkOQmMw1cQGJWX9XEzXTUsl9BdmmvnievVWs1-awvOz4bBooYS45ifFQxu%7E006bRsdUObcUDeLlnsHnZ8opEQqSemvz2T2c9TTryX9ckw7MDF0%7Eg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:28,890 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:28,918 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164911Z&X-Amz-Expires=3600&X-Amz-Signature=5b0f708b22e568efd4e49bc642f073030c3a54f6f04ee91639200fc52503810c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164951&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Cmqx2UJJ9pvpvFe4X72TN5bqATvAkROk-WJYTevB1G9ahGOrIuHKaUSJPyplm1Cxm78nzEOSYXCQkkg66ZeFmlyHo4CqRjZgIXTAH%7EBYQ-GAtWvWoZqc8hOgpJRN9BU0JkxnCvVagI3MD0squGU8XOon9hNUBc3022tU6iFbG4jkFHFROcpnIl-bh0pQPRnZOOlCIRUAL-OVFVPnWlT9UFVT8VE6BibxJfBLd9qsKR50tzw-L3Q2I850gS4TdRKTNvYtsSxd2cqhWYdQImSxZjtwUmB62a6rmZ5SuwpKQAn1A34kjeQjxCZGhHeNYmxaXkyDehsywLMBjiP955OsUg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:29,265 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:29,299 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164904Z&X-Amz-Expires=3600&X-Amz-Signature=9658fb7bc1163bb7c6e86b6016f5ee0a99ac5c424163e25c315113c97c0c429f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164944&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uit2GOG9tDlzgtZGuDBRSwu9VT8mYBZJNpNPpLgKug0mi3IFWANzXcWAArQYjUpulhhz2duyXVXquDLicViP8XkyX7G3qgcS3NjgAeJm2-Pj2taP3h0ANpEmhx0adbgV4HzMjcS7-TUtqio7jRXbq4dlxFzWM9ysufCUMMHbaz6D5gnNz7Y1f25FNYkYlXNuIJsNd7rVwi1w%7EWf-rNv%7ET-O6gjvFpyNlPmUyLkk2yqYjihWozifa%7Ey6Sv5srl8d6oXYkxRLJp3hS4nhfeDRFHjXazTzPxPZCTE0fYKB%7EOD76dBZJ4aY-yZn8Tq4zt97LcC6dmw3UH8wEOqojkOdfuQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:31,112 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:31,249 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:59:31,899 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:31,930 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164907Z&X-Amz-Expires=3600&X-Amz-Signature=aac0613fdec64253032fafc479236254c538fcd492ab9db878971b6f3ef4e995&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164947&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=k-jTgMm0HsHqTt9QEy8vIY0KrvCPMl423iG%7E7WOfjkXNR9QGTdu5NSL78fBEsgLoeetvpWn-t7mLP7UsT9ugwFFgkiGvu-RrekLMwW8kc7boFgZvcQTb8sDbhrB-BtqGLG7wzWy1ffNIQOcJi9QlBRdI33PaJ9GrziKVbdtAhvbMnczlFMyOzg7Ezz9yH5cObsRu%7Esxx6j07UTXlKcUs7mJshfEcQqyz9Rk2U9JqxaAS-QwvZ%7E9Gm8DrGGdMWjQT9ZyaWUhe0Bq-YzKLNkj42DF6DG7%7EWTgUjxmnBP3kOkE5keyx6rXeRhK7qzn-KX1PL4hJkSoE6o-tRcLU1IFMBw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:32,533 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:32,562 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:34,510 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:34,623 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164927Z&X-Amz-Expires=3600&X-Amz-Signature=aa66129c869ed1df67475fc33167228c2377e2bceb3d52ffb023b019d0223ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164967&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MLxfOfva9ER5O%7EtpqiCBdv1gpyO5Si7TpPGmGRN9xy6bILPCvyWEmB4ZDo8Z5S8wf1bWSFrdoQsQ519hYVmHnCwNJ3WOVsY-YJFzOpDDZcAGodtNW9dQ5fX3fbs%7EuQYn9a62nbSp%7EUGqdJLD2%7EYg5zublogyVLXDgD1%7EjXL8kPp4xheD%7EhJaP5vXPPWKKZW66nVBrEXh9tIPlDuR7a2auw8amK1WYFlS6RCuo5Un6b75adwiCHU85-zWpJU%7E3Crm4QPgFcRLtUWer-TNUxNIcO9DcOjGd7Qnnthw7wjZA2V-X7jWO73ktg0EBbm11DkS%7Ed0oD9xu%7ENHkL5-8lLBHQQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:35,397 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:35,425 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:36,279 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:36,307 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165102Z&X-Amz-Expires=3600&X-Amz-Signature=92e09699433ddcc9418a1f69524aafa6533ca12490ea725f1d7082ab8e25b57e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165062&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I%7EKjfauuw3SUKf91rKXaUGquqw4KjfYRlfpgYcjkPJB1W5MnR-3gvK0gF3lmyvY0Xvcu97iNpY2G%7Eb7sQ8dNLfQMaa49WtvAV55xRillZIwrLmz3ZTsfyAo82Zy1wkzlK3Tyg3xRyq3a8M4mwXtYlb7YMQsVZBvI-E4UKHlxuXGz9WRIfFtq1W7qkEgB9WcmFBSzNNK68GT5T9VF2M1nYo-qaeAl06uPez%7ExOGzNZsPlLH2LXMMlmnEupsRzhfXeoer3w1QMp3V7oJQ9F5A6ZrQ8XDKzdng6RFbFCA5cqx0h-6myGLBQ8qbtc-mnvrsx2ZEa%7EpVxtNyD-Ai0t6jfPg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:36,933 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:36,968 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:39,060 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:39,099 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:59:40,092 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:40,123 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:41,193 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:41,221 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164910Z&X-Amz-Expires=3600&X-Amz-Signature=7d796df1f99337c9382655ee00a0d8f2fa90c55a6cb30895450850855c6bcc1c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164950&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vN-Ggabl0DGtdHFkE5Clm606imHbEOHGm1MniPE7Rxpks3KYXgDgx40%7EZ8B%7EK9Y-D2pl7gCulBnTz4I3%7ElrS0h3MvOzj0jLi3096N2yL5Ma%7E0n%7Epb3H-PuQ-o-SvLVH9VLyclTqM0RA68JZ232x8hAAjVPVtymJJ1JyrTE5SAT01F5UZOA6s4oQsRYHXR%7Ejy%7E3RJsZLXYwGrX%7EaVCwRf3CDkvGSCLWE0T2B5T-IVKb27BAgzYpU6pSyU0TRaX02zgFAskKB6YFqlF8eC5FVUFi6l21emo8IebNW4MQypVTtMRILJOSLfQqCKp8JRb7QHWIn3zAtWE8SqmzWlv11YTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:43,681 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:43,743 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165102Z&X-Amz-Expires=3600&X-Amz-Signature=92e09699433ddcc9418a1f69524aafa6533ca12490ea725f1d7082ab8e25b57e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165062&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I%7EKjfauuw3SUKf91rKXaUGquqw4KjfYRlfpgYcjkPJB1W5MnR-3gvK0gF3lmyvY0Xvcu97iNpY2G%7Eb7sQ8dNLfQMaa49WtvAV55xRillZIwrLmz3ZTsfyAo82Zy1wkzlK3Tyg3xRyq3a8M4mwXtYlb7YMQsVZBvI-E4UKHlxuXGz9WRIfFtq1W7qkEgB9WcmFBSzNNK68GT5T9VF2M1nYo-qaeAl06uPez%7ExOGzNZsPlLH2LXMMlmnEupsRzhfXeoer3w1QMp3V7oJQ9F5A6ZrQ8XDKzdng6RFbFCA5cqx0h-6myGLBQ8qbtc-mnvrsx2ZEa%7EpVxtNyD-Ai0t6jfPg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:44,942 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:44,974 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:46,177 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:46,241 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:59:49,085 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:49,161 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165013Z&X-Amz-Expires=3600&X-Amz-Signature=05c11c34bcf372e398340065d5cb54b23413d1b0274dc4871e79331007edb7e8&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165013&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=arOsNLTBfg7qWDrQBmE4ayeWJW1qFVnJ99iTdgQPqaoKM3w5-7VUb6ywBPYIzsBC4ueeTbL25-mg-btrEn-acVrCa8QgyXqOW75Thyx7D-bkNcmV%7EQ09PW3TqzhclYKqkjysK4ZoBwoH1AaRe2cBW8EfBkaPzshvXCW5%7EFMyYrweRl4BxTv2RylhyS06yIfhP6%7E7aEwPZdcqws66lc%7EgbuXR0%7Eph7I0U-XdICHWJzwgvWfA0tTxLcQ203P5agRjaHWIAWmZFCTwS7OVDSCnhhhPk1unRIdDEDz6o8jPzFJmkALExsnwp5PNKyjjeqDd6UrosUYbUQuby694SuF5jhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:50,884 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:50,958 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:59:52,535 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:52,563 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:53,833 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:53,863 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:55,733 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:55,761 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165321Z&X-Amz-Expires=3600&X-Amz-Signature=5d00390cc2dbe30a35574d650a82d92ee9120b4a8702d36c0805415c78f3a95e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165201&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTIwMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=mZjfqjoyOgvovT3bGsMYEqHEZPmxnY0R3twmTWElygaFaTiIH8RwomP9lEhUbf6Vi54jzAlOjtQ3Df4-W%7EiT78an3NbYpTQBpmBJwHxquGl%7EmtISsXpn-4L6IxhZD2aMHkDrNd%7EwLFi-c6PfK0xmCUoPulOlFtZa3BABHiIahWFQmVdpvPi4K52mbf3FADnQMx275XuHqiG5OvVz-WzZNWvmhGgSuNgnjT63Dkx-TZfT5NtTpSA1mj0t%7E3JDvHmD17PJkDoRIsZUlNwgW7ZH-vQ1FDWJrFu0SIG1IqwN85ohUVbNCXjTok4u4T232gBampIBBHPk72R5S1qMder7Cw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:56,340 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:56,369 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164921Z&X-Amz-Expires=3600&X-Amz-Signature=9160e1be6f1fc5b8479b633f5d135954745d9d65fa01a9bdbd2a311560e93f25&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164961&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Dw-MaGIEKUlJhcil5BvERw6IusxhkiGePhgU6XH8inCxxEa42ktZg2GjVJ8Dzq06JmtRavEIc2d3u81OFoF3Q4YIodw-nLbTdJjQw1gGtbXGS6xwDYAB30RqRMpZPQ%7E4nQLltWzZ5z8b97hmuoepAlHdjlpOlRUvoJBk5WEAN-%7E48ECktVjosXdoOdYysjHiyBZa%7E5-UvOgA0XBHsLunMnSYD2Cv65N6geb7jmx%7ElHHVlBz0UDyP3pCUgW8GwlgKupP6oq4-P859o%7EiK-qvm-u4Ud1dtAwKmfm%7EKimZ8Z8uol-1hujvRa1kgvzyqUyg%7E47-7ef9DWLFyRSjCQF8rTg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:56,936 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:56,964 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 16:59:58,862 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:58,889 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 16:59:59,466 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 16:59:59,495 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:00,119 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:00,147 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165048Z&X-Amz-Expires=3600&X-Amz-Signature=aafd5d6186f5309e9584ca3ef00eaed7751fd4f69ede7a62178913bf2458ed28&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165048&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GsxUZaYZSUrWmcPZC6EMEOhivVCSRVTQ4MbTQPcvoYVjIH7BaATwHHrSI3SkeLfM8%7ETpE2E6nMi9V3O9r1Dy5eno-tpf8dbvJJW25TcTkIDT3kihiE%7Ex%7EB-fj5nHDmnnsHUpvNRazDKbrBeNks3NZV9b5uxCP0bjP-BUKPVfrPUMrNuyJ-vM5yb1Ostn3waU02nNLSfJFDjMi%7ED%7EYRs2d3kCBGzKrXn1Io9LcS-HP6-OgZK3UaG8JUuPVjFcVgZM-5GjwzyXE2NuDd7BMvD8dl9ad-JrFB4m3epqLaJKIbOegmHrBG-FFQcMkJrfOtd-rlDFWqosEknttn59OrTG5A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:00,975 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:01,009 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164951Z&X-Amz-Expires=3600&X-Amz-Signature=146ed1281884a4e6e2b5009c86ab59907b57acb0354ea873f2f032132be83d1d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164991&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=U3PFdTaPhqPoMohi3mGoyl1dCb4KS3x0u4JsgNrOn0idctpoOrx778pIDxFt-rNQVRL8V9g1E5Sn3F4UGxoR%7Eg3KTxLEydCUZ8AqUAP1YM0KMNBJ2QJX%7EyExfWrVtnSxoJ55hv0FcM5C535WGfj2qb97FkRznNmAQunvZfkmDGwb3HJbtq%7EgWJqR4aKfLJ3F3ULT9iBwx0o-grsW%7E6agjFCVklgJv2u4GRkJSebh%7EF5Y5yKqJKdKEbmox-CHsEzmOPlZV6-PsAO4FnlacRONNALTsnbXO5%7E2Tf1gNFEGx8s4Pcm061V8gAC9qzvQZItSwEygSinu9YCQdF4rdb1BLQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:01,798 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:01,828 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164830Z&X-Amz-Expires=3600&X-Amz-Signature=d9710b51534f046c9b5a69add0b62156182c9aa44d7d10f26517ecab728a7bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164910&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=RsdgA7YrqukMmZlfXbiZKPAcjAn6rSzGOYIX%7EzNCQK0RSzvShEQT-cVH-xMpZ4xlHtK9NTNF%7E1%7EEn6h81xgnSKFLevVBaK03Rl2XuGqu08HlGKTeiH7YvpsN1UACH8Nr5I5WWSGCGgd3TubnEm6H3XvhtUKxzEpZc0l1%7EWaHc6IlTPjAQhD7rP7KRWDn6drLGu8BtRxngr7S4lzXgidtrnBtgS9w35X961JvuJ3uuasT-paT5jpH0e9OdvyuRKf%7EZRWGZl95eay4lfevt0uNxxMQP-ea2cxOsUtpyLbZMs4G0IjDFkuFUwGr%7EAyD4Ko04VwmKrsZjbFtiyuloS-15w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:02,675 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:02,725 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165514Z&X-Amz-Expires=3600&X-Amz-Signature=e380e30cdbebccb5998dc17bd6f9e9d6f8adf2fc617569893709b005dd997aac&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165314&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTMxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qzdrkqhzRyWYyTOy-Ul6vy20L1kp5dqCOgao9%7EM4-GEhdn010Gz6ZpbRY1OrRF%7EJ5JeVgIzEw-uM64o3PSC-8NcynmaIXf29z-QKOeSIUPg7FbMBE0CXP0YaVLXwNQqKlSia5k6k0owWX%7EHoHz4TaPBSEWUu4o61zW%7EPDM-YeaNgm32aklfHGYOCQc4IWovgZ%7EolYUQYCXZnsAenTn5usqqhsTclkr6IfN4QCvROVbQ0eAA0XPAOOUOpWnZ-2%7E75Gij21VxXMR%7EmgUMCGioQi8DKTbOH0ti3o-Kqi0zJKtRU26ZcYS7JFqVozXT9DHzH4T1ZvFrJYTPO-71hijUCgQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:05,229 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:05,257 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:06,017 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:06,088 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164907Z&X-Amz-Expires=3600&X-Amz-Signature=aac0613fdec64253032fafc479236254c538fcd492ab9db878971b6f3ef4e995&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164947&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=k-jTgMm0HsHqTt9QEy8vIY0KrvCPMl423iG%7E7WOfjkXNR9QGTdu5NSL78fBEsgLoeetvpWn-t7mLP7UsT9ugwFFgkiGvu-RrekLMwW8kc7boFgZvcQTb8sDbhrB-BtqGLG7wzWy1ffNIQOcJi9QlBRdI33PaJ9GrziKVbdtAhvbMnczlFMyOzg7Ezz9yH5cObsRu%7Esxx6j07UTXlKcUs7mJshfEcQqyz9Rk2U9JqxaAS-QwvZ%7E9Gm8DrGGdMWjQT9ZyaWUhe0Bq-YzKLNkj42DF6DG7%7EWTgUjxmnBP3kOkE5keyx6rXeRhK7qzn-KX1PL4hJkSoE6o-tRcLU1IFMBw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:06,962 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:06,990 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:07,999 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:08,029 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:08,686 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:08,716 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165105Z&X-Amz-Expires=3600&X-Amz-Signature=9c8a2fe4a296d7f9f72e60bb26a25975bab890b75e0ae3deaaac30c28372c6b7&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165065&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=EVBtTL63vMezPTNftqhbFVVvjrJY5eZmd8n4LEXKvVvdQW4ePjXdDlEQvHGUQYWG7hWxLz2i59xIKLZDC47lZYDxA72zLmV%7EFrdtWRqhSRmO4sLSDyjCH8M-z1TAYqOr9ew7ffOqDMEXIYLgz7JO2VDqGPUsvQzWN44NDQAo1q4AcGdmoCdCC2On9C94mS8hv3rl8gXvDn95xnt1NmFZWK5Z56UDGFWe5FTK1FklGPlCYpSJj553HRack3Uh83KGqrTNXNdSv9i-nY9nLjum-eet10EOPHPQWgW-HzdaRt4R9xZ%7E81sv4%7EWXrHn6naTuJBBO5nel7I86BMPFd5Pp4w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:09,395 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:09,424 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165031Z&X-Amz-Expires=3600&X-Amz-Signature=eaf53bb17c4b1fb8f314d6cf1454e84963f726118c52d540f406ee201cc95a8a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165031&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I8hetGdI-ySgJpUtNYe7gdgn74K%7EHIpOPB6W5aeIApqKTyn%7ELKTS9q4xfwpa9xUvNyHVeHTiU9jcfVt9Etb2irE2e%7EKBy%7Ec8%7E6FiaRhsCztyQJZ2bi1o8d6MM89asb3GZAH8xyL9haiF8MwLY2JWQpXS5QqUqK1yPhSSBjiK5jKMJuAwmVv73kCmdzsI4y1Z3ZjQIjSo1v-Rt9vfDDDbQ7y2sPcUsSdyiUjSsZQym4Pl0GiSsuBB35zHZkP8FmwBN4BeQeRfEq9nRumOq%7EETMveUUfGL5vnLjkcWnDwPWkYUeQ8QSreSLs4UJSo5HqogwXS8IofYpg-M4wVXRwJXPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:10,100 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:10,129 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:10,769 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:10,796 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:11,574 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:11,602 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:12,373 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:12,401 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:13,175 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:13,222 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164836Z&X-Amz-Expires=3600&X-Amz-Signature=64ba0fb3b82944dfad9cb3e0f88ce25685fea606a7e2da8f706fcc944980e272&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164916&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=E53hRFcTDwAppJv37lB2xc%7Eyjvlxo2DX04mSwb9Il5VK3b8swJ%7EGKVKLXxUsNLkQqWhz9C5px3Q0D303vSQfEkEDtZnoW%7EJpWLhL5uHlC-lvMnhvZkUn0Worj0AGfN6TPWKUU68mYhwIyo-Pab6a0l9iHrsEKbTyp-9v2Ja86SdQuPFSslNXQnFTNDD8RuCiPszuhAd1pRkOPJXHyBCjTrzatTBY9VtH1w1p0wJrdj8-N%7EL0qv9g603aGUn0JH1k7AnaLNK6JmlpHitgXZa%7Ec%7EN%7ET-FC-5AOtJN-gTNjwcd6w%7EERexCB7A4CQ3jxad8xWHsu9LlM6KblA5bKZYSAow__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:13,942 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:13,971 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:16,496 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:16,524 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164940Z&X-Amz-Expires=3600&X-Amz-Signature=310c7bcd2db700084b82dce4d141b4412aa90f4e4dc4ff26bb517785812cbca3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164980&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=P9iYn0qfBeIaF6rVqK0gnrRDR2VTqQa36ObsIeijRaNOpRLcCNKaW8u415y6qrjo6zBnQcwCpijnLMJJioEty7THWL4KuC0I1cetgr%7E3zMI0PbFvqI1mEeqIy1pHEzQFW9dsfcLpowFk0wc8LYyfIxnF4RqnejRUBNNvN9vXENZmreF7JWlGrSwbGDmLpEj3JNzdU-c1OSnAj6wyStkBEWV0OtYaDMhtKOC3qPCWG6DV7OZlRXXWyswGQBpPoZPkYqPjtYzVLldglQe8A%7EgUaE2q4dconqvW3-i-74zIQCMdzZ0kbOEsalvSPXZ7NSAFgIYI3pGEcIGl3GmADKHlbQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:17,399 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:17,428 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164951Z&X-Amz-Expires=3600&X-Amz-Signature=146ed1281884a4e6e2b5009c86ab59907b57acb0354ea873f2f032132be83d1d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164991&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=U3PFdTaPhqPoMohi3mGoyl1dCb4KS3x0u4JsgNrOn0idctpoOrx778pIDxFt-rNQVRL8V9g1E5Sn3F4UGxoR%7Eg3KTxLEydCUZ8AqUAP1YM0KMNBJ2QJX%7EyExfWrVtnSxoJ55hv0FcM5C535WGfj2qb97FkRznNmAQunvZfkmDGwb3HJbtq%7EgWJqR4aKfLJ3F3ULT9iBwx0o-grsW%7E6agjFCVklgJv2u4GRkJSebh%7EF5Y5yKqJKdKEbmox-CHsEzmOPlZV6-PsAO4FnlacRONNALTsnbXO5%7E2Tf1gNFEGx8s4Pcm061V8gAC9qzvQZItSwEygSinu9YCQdF4rdb1BLQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:17,951 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:17,979 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164830Z&X-Amz-Expires=3600&X-Amz-Signature=d9710b51534f046c9b5a69add0b62156182c9aa44d7d10f26517ecab728a7bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164910&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=RsdgA7YrqukMmZlfXbiZKPAcjAn6rSzGOYIX%7EzNCQK0RSzvShEQT-cVH-xMpZ4xlHtK9NTNF%7E1%7EEn6h81xgnSKFLevVBaK03Rl2XuGqu08HlGKTeiH7YvpsN1UACH8Nr5I5WWSGCGgd3TubnEm6H3XvhtUKxzEpZc0l1%7EWaHc6IlTPjAQhD7rP7KRWDn6drLGu8BtRxngr7S4lzXgidtrnBtgS9w35X961JvuJ3uuasT-paT5jpH0e9OdvyuRKf%7EZRWGZl95eay4lfevt0uNxxMQP-ea2cxOsUtpyLbZMs4G0IjDFkuFUwGr%7EAyD4Ko04VwmKrsZjbFtiyuloS-15w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:18,553 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:18,583 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:19,086 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:19,114 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:19,697 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:19,726 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:20,460 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:20,489 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:21,135 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:21,164 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164908Z&X-Amz-Expires=3600&X-Amz-Signature=20f22178c452ca04cebc9b2011c34c84d98af83da0acaf893c0d03dabb013fa3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164948&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=p6MrMBKhN%7Ez1fJ-QRTkx3BAZ-UCIeMtbvf%7EV3Oz%7E4QiKhypYeoiaicczwZSlD-pRQBLWw%7ENq7u%7EPRMqhRoKpymjlZSMDHpFhmIWGpMWGJ9bqXDSRUSOJSU8hWbfRaVElZiOhjf1pgkkug-U6ldsgOZrS9pOepBpuoadEyRuqiUX5CM8poDpxQL7qiXJlEZ%7EvMIXVQkCOVQophMW3eC8LDz9-3bQZeWOMiXE1OhjSVw4n6r2cTgYHnrj2uhs7utwYhOTSQ1fts5tQwPuBX4cibIZ20KdPmpih43EL%7EibhGXvEEOo1Won6kCkkls1FJgHnsfEIAB-DnecPQ52E1it4bw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:21,676 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:21,704 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:22,204 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:22,232 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164951Z&X-Amz-Expires=3600&X-Amz-Signature=146ed1281884a4e6e2b5009c86ab59907b57acb0354ea873f2f032132be83d1d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164991&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=U3PFdTaPhqPoMohi3mGoyl1dCb4KS3x0u4JsgNrOn0idctpoOrx778pIDxFt-rNQVRL8V9g1E5Sn3F4UGxoR%7Eg3KTxLEydCUZ8AqUAP1YM0KMNBJ2QJX%7EyExfWrVtnSxoJ55hv0FcM5C535WGfj2qb97FkRznNmAQunvZfkmDGwb3HJbtq%7EgWJqR4aKfLJ3F3ULT9iBwx0o-grsW%7E6agjFCVklgJv2u4GRkJSebh%7EF5Y5yKqJKdKEbmox-CHsEzmOPlZV6-PsAO4FnlacRONNALTsnbXO5%7E2Tf1gNFEGx8s4Pcm061V8gAC9qzvQZItSwEygSinu9YCQdF4rdb1BLQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:22,862 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:22,891 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165031Z&X-Amz-Expires=3600&X-Amz-Signature=eaf53bb17c4b1fb8f314d6cf1454e84963f726118c52d540f406ee201cc95a8a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165031&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I8hetGdI-ySgJpUtNYe7gdgn74K%7EHIpOPB6W5aeIApqKTyn%7ELKTS9q4xfwpa9xUvNyHVeHTiU9jcfVt9Etb2irE2e%7EKBy%7Ec8%7E6FiaRhsCztyQJZ2bi1o8d6MM89asb3GZAH8xyL9haiF8MwLY2JWQpXS5QqUqK1yPhSSBjiK5jKMJuAwmVv73kCmdzsI4y1Z3ZjQIjSo1v-Rt9vfDDDbQ7y2sPcUsSdyiUjSsZQym4Pl0GiSsuBB35zHZkP8FmwBN4BeQeRfEq9nRumOq%7EETMveUUfGL5vnLjkcWnDwPWkYUeQ8QSreSLs4UJSo5HqogwXS8IofYpg-M4wVXRwJXPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:23,421 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:23,449 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:23,950 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:23,979 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164920Z&X-Amz-Expires=3600&X-Amz-Signature=87fd528b97f0eebf5715221db1ef194ea14cc352a874ca1f94971b32cb27fb0d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164960&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=KWOp2dImaZUtVrbVzDFysXphEs39fFqtWBo2LRoIbGW9b3uiyOPUrVR6FHsHqQIw41zz2fQnvK5PrrE-joePkuDT0jdN3X1sAHf7Lx%7EiWUy1RLcxBlE036UoRXDqKqQnHuQMBCjxG2ISA2Fjl2s6OoLEan8UtNbFjbE4rmtjF8awEZLbhmQ7RR2ekDQpfvdq2D2w39sN5jNcKPyApQK1MmHSJ5hL-SM1NuJOqadr4FcGshk3hUflrgvBzZJISW6fCEUW8G4q%7El1ZOpJJ59VUHgGaqL7nJuyn44L1pnvVK5GsAyxQtHROnaeR5QZPuYvlVAPrz8-qSErxwstJ1j0HmA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:26,321 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:26,349 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165308Z&X-Amz-Expires=3600&X-Amz-Signature=5eec888133448d39b31dbdef4c8b2478498b8835c56c95739b249b3212ea7d93&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165188&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uolWNtqTUeVMjL0X1p%7EbgTGrJBdoNBKY6bN2%7EkwjS%7EnRX%7ELNKe3JC6vvO7kalDTJQMPtcaajl%7EKKvJ9kl4XU%7EPUnfJmosSx5AjIU0E1fqfPj4WNawM7HglAVRSvOHGR02DJbplJyK7YFMC-iqg508mgp4kMYaS4UEaNbnoX7c%7EUrstw32A08KB6iXyxDZ4wjzSbIei-Xmu6bX%7EqfqP%7EsE2jYiWWsrkgK9V89z-g3RoMNqCnJJhC35xi%7Ey5aFDym5zEJ7lZRzFFXYr5v3ujoUJEE9V6gpj0OSMfsOCfbBkbWInG8WaN-5jjHt9DqUTdt1b-oLIUPR8u5TLmtBB0%7Etkg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:27,019 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:27,047 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164904Z&X-Amz-Expires=3600&X-Amz-Signature=9658fb7bc1163bb7c6e86b6016f5ee0a99ac5c424163e25c315113c97c0c429f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164944&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uit2GOG9tDlzgtZGuDBRSwu9VT8mYBZJNpNPpLgKug0mi3IFWANzXcWAArQYjUpulhhz2duyXVXquDLicViP8XkyX7G3qgcS3NjgAeJm2-Pj2taP3h0ANpEmhx0adbgV4HzMjcS7-TUtqio7jRXbq4dlxFzWM9ysufCUMMHbaz6D5gnNz7Y1f25FNYkYlXNuIJsNd7rVwi1w%7EWf-rNv%7ET-O6gjvFpyNlPmUyLkk2yqYjihWozifa%7Ey6Sv5srl8d6oXYkxRLJp3hS4nhfeDRFHjXazTzPxPZCTE0fYKB%7EOD76dBZJ4aY-yZn8Tq4zt97LcC6dmw3UH8wEOqojkOdfuQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:27,494 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:27,523 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:28,785 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:28,818 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164933Z&X-Amz-Expires=3600&X-Amz-Signature=62ca9a42d88cca67e42df582f4f1ff0996cd8f1ff880830f45c8e0863c320039&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164973&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TWbJLw4S30WOtcm26UNCEMhMJZx3vmGba-kx4yaEuLYzkuUszIOOsOmopEh4D2bXZb9TRlXk-6%7ErMc-HnrHiW2oIRxSj2wM48SQKhC%7EF7tw9MdQ9yUQsPXNhDTJ1cSaFbW8wO4C92cUJXfyrskCNcUJRYR6lffN4YiQ8t%7EYQDZ%7ELTFgweCGvzV1JKDvNK55nv1M3HTCjaEWfFfYlu97lEK1Zs6uFMsn2lhTAKXPd4C%7EaZs9KxCfyHnP9eB7nSSUu-iQtoxPcCBwk4dJ0IdHltk6RRm7k7qvuwl6JIpizyh%7EbdPr9ba1ayGMcJKn3WVEra8ygEpp9d3mYgDkgqVi4Jw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:29,932 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:30,000 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:31,032 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:31,062 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:31,787 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:31,815 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:32,392 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:32,420 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164924Z&X-Amz-Expires=3600&X-Amz-Signature=1a53b0f7acdb736bfe01f4286cbb84faad56abc8878ee3673e08e118a3b7ab3c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164964&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ORwFy65TRAwZjsWcXcOGDem9Sazqd2Nt1qUNN5o99ywG9Q63ZYEj6Jk3A703%7Ee0H1oQT2JQ87EjGTgtFsvzbjc9UAVrpzfLPYc5bciZJOSvEnGCvRefzAGabGPkdfIO6Zic06KSy4-cR7cDd97Iol5jKlr%7EEM1Ime72ZE0p%7EptarJn9GdtsbXwont3e2vZSW3NSGytF7YMixFGWI1Uk9cv30T%7EVMQJz4cQ1hoyrDm4xdEsImnUu1g4LsECnjQE2Zd4GgdkY86MyKGBx-9qhZ6NC0JXIOkvs1h%7EsSQ%7EFNuTq3YnWhCBU7cKtqN6J8mkEGasuLczTjdzcqqt9mPj9Qhw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:33,148 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:33,176 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165514Z&X-Amz-Expires=3600&X-Amz-Signature=e380e30cdbebccb5998dc17bd6f9e9d6f8adf2fc617569893709b005dd997aac&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165314&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTMxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qzdrkqhzRyWYyTOy-Ul6vy20L1kp5dqCOgao9%7EM4-GEhdn010Gz6ZpbRY1OrRF%7EJ5JeVgIzEw-uM64o3PSC-8NcynmaIXf29z-QKOeSIUPg7FbMBE0CXP0YaVLXwNQqKlSia5k6k0owWX%7EHoHz4TaPBSEWUu4o61zW%7EPDM-YeaNgm32aklfHGYOCQc4IWovgZ%7EolYUQYCXZnsAenTn5usqqhsTclkr6IfN4QCvROVbQ0eAA0XPAOOUOpWnZ-2%7E75Gij21VxXMR%7EmgUMCGioQi8DKTbOH0ti3o-Kqi0zJKtRU26ZcYS7JFqVozXT9DHzH4T1ZvFrJYTPO-71hijUCgQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:33,732 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:33,761 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:34,256 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:34,284 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:34,790 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:34,819 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:37,077 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:37,106 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:37,644 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:37,671 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164847Z&X-Amz-Expires=3600&X-Amz-Signature=1a7270a4eb00fe9cda5646ffebe9e3a02e336f79aba64e0c073eac935171d677&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164927&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZqAyEpKJXF3Q8zGf3kr1emFj3aNO7zQefGyrv7W0g%7EiH7uzwsH2Zkwcm9aiSzn84v4mDgYqk-ZlfJRVX1hMMwBYDl22XRcvMrOE2RQmoTbZKV8m4NDZYJvxzjxSxS0Wt27yNpwUBEeNuQkLm-J1CPwcrRmpex2Qq-0JamhNLnTDb92U8uu2OI9nrLwG-s55REgtQxuPNAUQAd05%7Eo%7E29IWR-IXYZ5xUJ3UpKcDWgy2fVPbVrObt9laKJXDBECE0t1JBMi2j0vT2ebNkV2fKgvN7RU6kPPrOJoLrVrpfN1BAqyk3r9hgl%7EXJa2dEkO0fm8y3%7EWaKUuyyQUpkpavtcUA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:38,470 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:38,501 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165018Z&X-Amz-Expires=3600&X-Amz-Signature=a513a929cad1eb953829918b3116bd66035db2390f5d4dcc7b04aa1d0ab41a68&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165018&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vztRNHLUk5FwDk829E3KX-PO8c10zNaHLYS1C7EKrFuLEXl9CvAdfwUaFPvCtS9yXplqQkxWTHUGS925kFFvdBtSAhYG1CNgUltE3HN67Zl9x205i8BoFlwaC-V7VRCIl-ODKJdSOL3W-fWdC5nEmYcrL%7EBrWQ0gwaUrjfiE%7Ewkh0JzWYvGTRTGSjDW4HJ5D7RSlBpvyFu9LTFpC3wooybk6m2LuauLI-Ttmk0uchD9C03c34EO8JmZCNSwmZfO6GfRB2WcztQf0Qcvdo-w9HJ1L-bYzL3vV6vl3PxuSizS8zZkekAYjcCtkTe4DUMzkfUEyxgHk195%7Et%7EuKjhmQqg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:39,036 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:39,065 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165105Z&X-Amz-Expires=3600&X-Amz-Signature=9c8a2fe4a296d7f9f72e60bb26a25975bab890b75e0ae3deaaac30c28372c6b7&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165065&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=EVBtTL63vMezPTNftqhbFVVvjrJY5eZmd8n4LEXKvVvdQW4ePjXdDlEQvHGUQYWG7hWxLz2i59xIKLZDC47lZYDxA72zLmV%7EFrdtWRqhSRmO4sLSDyjCH8M-z1TAYqOr9ew7ffOqDMEXIYLgz7JO2VDqGPUsvQzWN44NDQAo1q4AcGdmoCdCC2On9C94mS8hv3rl8gXvDn95xnt1NmFZWK5Z56UDGFWe5FTK1FklGPlCYpSJj553HRack3Uh83KGqrTNXNdSv9i-nY9nLjum-eet10EOPHPQWgW-HzdaRt4R9xZ%7E81sv4%7EWXrHn6naTuJBBO5nel7I86BMPFd5Pp4w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:39,579 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:39,607 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164910Z&X-Amz-Expires=3600&X-Amz-Signature=7d796df1f99337c9382655ee00a0d8f2fa90c55a6cb30895450850855c6bcc1c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164950&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vN-Ggabl0DGtdHFkE5Clm606imHbEOHGm1MniPE7Rxpks3KYXgDgx40%7EZ8B%7EK9Y-D2pl7gCulBnTz4I3%7ElrS0h3MvOzj0jLi3096N2yL5Ma%7E0n%7Epb3H-PuQ-o-SvLVH9VLyclTqM0RA68JZ232x8hAAjVPVtymJJ1JyrTE5SAT01F5UZOA6s4oQsRYHXR%7Ejy%7E3RJsZLXYwGrX%7EaVCwRf3CDkvGSCLWE0T2B5T-IVKb27BAgzYpU6pSyU0TRaX02zgFAskKB6YFqlF8eC5FVUFi6l21emo8IebNW4MQypVTtMRILJOSLfQqCKp8JRb7QHWIn3zAtWE8SqmzWlv11YTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:40,127 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:40,156 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164946Z&X-Amz-Expires=3600&X-Amz-Signature=d201c252ff82b15e08318ad752d2bede31b87efd6d20c64e7f2bdf32cb956c97&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164986&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=R7KilVJxDsxFZpscSdDLDFnOE2pgfrPqLgaJNXrss-SerwcOJiiXWDjn-aMXbdJ3G1exoVxzszI5sZPfu3sey3YvVCMZRHHKwm-9FSW9DJXpfOxvCwmwxy7UgVJoEbzuWZqbbKKuySAeLTx6Twa%7EFjUeSUwEoa1OhubyVlK0yYTRwVa6NNIP-06qPjzUNdgYfVB7EP-dgBhlSLjWbuyJ3PwkOwhOZSlXeYAzkZDf%7Eiw0bzlacCPSEWZRo5MVwhRadQmghskcREXpMVWZVuIi124xrD8lPkJ1jVWVfC-qq7ymaPMuuZMuGc6dqE9-1Gsb8zHmFn7H9LjScutf-KT2Ww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:40,762 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:40,791 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:41,230 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:41,259 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:41,765 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:41,793 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:42,222 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:42,251 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164945Z&X-Amz-Expires=3600&X-Amz-Signature=d871f9ec5eb0a103c5ae8c01f5dde59a4035fc91ba1f9fe6ce9eef304485b5ad&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164985&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=WHVuv53ZVTcW3XfnyRZH-2FTIx6xVdbUAojvx6H99XOmwjFfmy6STct67RnHxMw0LmA1HqPWcan7udLXZGV9T3Q1k754OOw8PhUtJM0ynXRLE%7ERS62%7E4GQpbonrm20%7EPxX9s8IMTOUSH3a6C6Xrti0M6wzX6GCCZFtRf4R3mzZK87QsNVw96aykjHYytY2wnRxidlL5UaDVFGl6Jr67tPAT-maW95YBoSbPum9-YxwGmBaBAUi0jbEYLacAsbgtBlFNCjSB3NZPps3FWeFUaB5s-89KgvDbkSEZtwxH0QcCfq1UY1Ak62HXoiFcgtULJHcuAkbWv3W08cSa5bkYM1A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:42,713 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:42,742 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164926Z&X-Amz-Expires=3600&X-Amz-Signature=44f67da82abd048d8f1be759caa5365112719b3561e8c1c712cd744d02bb717a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164966&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=jxXe2l%7Ef5PmduF7IyXap1k1HzYVzq9YxsQYqzAz0OGBk5S-XOTQ4RuZ8kIOofahzny3O2yBec-ash%7EC4X1s5qr4SZWO-g8cbKhxu1txqdrEx8AQ6Okjmc67eYyFgMY%7Eko1-Sc7SUSVsjTlW-LLVUQQZLQFxOGMUljTwhGCgZBxpYcdGl%7EyWaGBEsKrbpKPY0wU%7EX4D5gyt4jM90n%7E9kDbHH9wLAGujh56ZJAYVGa%7EkLRbrlfA%7EL9%7ECjYNXd0l9%7ETfBJjJUVU1q-cWtulo9yu%7ElRxkzpwBCyZbJ1ZbOZbCsJguTvMxsM0ID58NQl2tUQR1d5w4FTj4MJSjjnH8yY5jg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:44,979 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:45,008 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164830Z&X-Amz-Expires=3600&X-Amz-Signature=d9710b51534f046c9b5a69add0b62156182c9aa44d7d10f26517ecab728a7bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164910&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=RsdgA7YrqukMmZlfXbiZKPAcjAn6rSzGOYIX%7EzNCQK0RSzvShEQT-cVH-xMpZ4xlHtK9NTNF%7E1%7EEn6h81xgnSKFLevVBaK03Rl2XuGqu08HlGKTeiH7YvpsN1UACH8Nr5I5WWSGCGgd3TubnEm6H3XvhtUKxzEpZc0l1%7EWaHc6IlTPjAQhD7rP7KRWDn6drLGu8BtRxngr7S4lzXgidtrnBtgS9w35X961JvuJ3uuasT-paT5jpH0e9OdvyuRKf%7EZRWGZl95eay4lfevt0uNxxMQP-ea2cxOsUtpyLbZMs4G0IjDFkuFUwGr%7EAyD4Ko04VwmKrsZjbFtiyuloS-15w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:45,432 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:45,460 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:45,888 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:45,916 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165308Z&X-Amz-Expires=3600&X-Amz-Signature=5eec888133448d39b31dbdef4c8b2478498b8835c56c95739b249b3212ea7d93&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165188&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uolWNtqTUeVMjL0X1p%7EbgTGrJBdoNBKY6bN2%7EkwjS%7EnRX%7ELNKe3JC6vvO7kalDTJQMPtcaajl%7EKKvJ9kl4XU%7EPUnfJmosSx5AjIU0E1fqfPj4WNawM7HglAVRSvOHGR02DJbplJyK7YFMC-iqg508mgp4kMYaS4UEaNbnoX7c%7EUrstw32A08KB6iXyxDZ4wjzSbIei-Xmu6bX%7EqfqP%7EsE2jYiWWsrkgK9V89z-g3RoMNqCnJJhC35xi%7Ey5aFDym5zEJ7lZRzFFXYr5v3ujoUJEE9V6gpj0OSMfsOCfbBkbWInG8WaN-5jjHt9DqUTdt1b-oLIUPR8u5TLmtBB0%7Etkg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:46,336 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:46,364 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:46,803 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:46,832 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:47,240 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:47,269 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:47,699 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:47,727 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:48,251 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:48,278 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:48,766 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:48,795 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165013Z&X-Amz-Expires=3600&X-Amz-Signature=05c11c34bcf372e398340065d5cb54b23413d1b0274dc4871e79331007edb7e8&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165013&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=arOsNLTBfg7qWDrQBmE4ayeWJW1qFVnJ99iTdgQPqaoKM3w5-7VUb6ywBPYIzsBC4ueeTbL25-mg-btrEn-acVrCa8QgyXqOW75Thyx7D-bkNcmV%7EQ09PW3TqzhclYKqkjysK4ZoBwoH1AaRe2cBW8EfBkaPzshvXCW5%7EFMyYrweRl4BxTv2RylhyS06yIfhP6%7E7aEwPZdcqws66lc%7EgbuXR0%7Eph7I0U-XdICHWJzwgvWfA0tTxLcQ203P5agRjaHWIAWmZFCTwS7OVDSCnhhhPk1unRIdDEDz6o8jPzFJmkALExsnwp5PNKyjjeqDd6UrosUYbUQuby694SuF5jhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:49,271 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:49,300 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164904Z&X-Amz-Expires=3600&X-Amz-Signature=9658fb7bc1163bb7c6e86b6016f5ee0a99ac5c424163e25c315113c97c0c429f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164944&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uit2GOG9tDlzgtZGuDBRSwu9VT8mYBZJNpNPpLgKug0mi3IFWANzXcWAArQYjUpulhhz2duyXVXquDLicViP8XkyX7G3qgcS3NjgAeJm2-Pj2taP3h0ANpEmhx0adbgV4HzMjcS7-TUtqio7jRXbq4dlxFzWM9ysufCUMMHbaz6D5gnNz7Y1f25FNYkYlXNuIJsNd7rVwi1w%7EWf-rNv%7ET-O6gjvFpyNlPmUyLkk2yqYjihWozifa%7Ey6Sv5srl8d6oXYkxRLJp3hS4nhfeDRFHjXazTzPxPZCTE0fYKB%7EOD76dBZJ4aY-yZn8Tq4zt97LcC6dmw3UH8wEOqojkOdfuQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:49,748 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:49,777 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:51,871 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:51,899 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:52,280 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:52,310 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:52,680 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:52,708 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164946Z&X-Amz-Expires=3600&X-Amz-Signature=d201c252ff82b15e08318ad752d2bede31b87efd6d20c64e7f2bdf32cb956c97&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164986&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=R7KilVJxDsxFZpscSdDLDFnOE2pgfrPqLgaJNXrss-SerwcOJiiXWDjn-aMXbdJ3G1exoVxzszI5sZPfu3sey3YvVCMZRHHKwm-9FSW9DJXpfOxvCwmwxy7UgVJoEbzuWZqbbKKuySAeLTx6Twa%7EFjUeSUwEoa1OhubyVlK0yYTRwVa6NNIP-06qPjzUNdgYfVB7EP-dgBhlSLjWbuyJ3PwkOwhOZSlXeYAzkZDf%7Eiw0bzlacCPSEWZRo5MVwhRadQmghskcREXpMVWZVuIi124xrD8lPkJ1jVWVfC-qq7ymaPMuuZMuGc6dqE9-1Gsb8zHmFn7H9LjScutf-KT2Ww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:53,108 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:53,137 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165029Z&X-Amz-Expires=3600&X-Amz-Signature=a8ce0ef238f67d54874b68020161c9a86fd6ce876b15fb3c9d1e0f4c29dda38d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165029&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAyOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=VKRVjxPNY4IqrEX5z615RWcJ%7EA4JF%7E4mYgm6ZUG5pK2btsT80jYRwgUO6lfX7olQnxLYbxj2eFsJqudmWu-2ZLfMA7joH-1uRcjgzO%7ExOWBT9XCy%7E-1TT7-kbtFKo8OWe-HWtPeV392An5Hq7qO2oQh8A3IieG%7EGe-L15acp--Ccz8z80h-IF7lXLAj%7Ec-jsg32TDagyO7CCSlw7Ho5irUYjW36ROD4%7EOVcqCp0ZLIB0B7vp9N%7Ez3icijoXhw9kLseiRhRllNe0ZcPOZ2Fv5EETpiCVCPCcnCnAb0G36EU1r4t2IMm8GCIES0oA2LglWABP4gmZ0yhg5c-vHZJr0xw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:53,543 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:53,571 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:53,956 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:53,984 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165514Z&X-Amz-Expires=3600&X-Amz-Signature=e380e30cdbebccb5998dc17bd6f9e9d6f8adf2fc617569893709b005dd997aac&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165314&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTMxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qzdrkqhzRyWYyTOy-Ul6vy20L1kp5dqCOgao9%7EM4-GEhdn010Gz6ZpbRY1OrRF%7EJ5JeVgIzEw-uM64o3PSC-8NcynmaIXf29z-QKOeSIUPg7FbMBE0CXP0YaVLXwNQqKlSia5k6k0owWX%7EHoHz4TaPBSEWUu4o61zW%7EPDM-YeaNgm32aklfHGYOCQc4IWovgZ%7EolYUQYCXZnsAenTn5usqqhsTclkr6IfN4QCvROVbQ0eAA0XPAOOUOpWnZ-2%7E75Gij21VxXMR%7EmgUMCGioQi8DKTbOH0ti3o-Kqi0zJKtRU26ZcYS7JFqVozXT9DHzH4T1ZvFrJYTPO-71hijUCgQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:54,390 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:54,418 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:54,805 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:54,833 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:55,225 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:55,253 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:55,655 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:55,683 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:57,714 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:57,741 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:58,158 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:58,187 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:00:58,575 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:58,604 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:00:58,997 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:00:59,026 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:00,749 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:00,776 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:01,185 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:01,213 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165029Z&X-Amz-Expires=3600&X-Amz-Signature=a8ce0ef238f67d54874b68020161c9a86fd6ce876b15fb3c9d1e0f4c29dda38d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165029&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAyOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=VKRVjxPNY4IqrEX5z615RWcJ%7EA4JF%7E4mYgm6ZUG5pK2btsT80jYRwgUO6lfX7olQnxLYbxj2eFsJqudmWu-2ZLfMA7joH-1uRcjgzO%7ExOWBT9XCy%7E-1TT7-kbtFKo8OWe-HWtPeV392An5Hq7qO2oQh8A3IieG%7EGe-L15acp--Ccz8z80h-IF7lXLAj%7Ec-jsg32TDagyO7CCSlw7Ho5irUYjW36ROD4%7EOVcqCp0ZLIB0B7vp9N%7Ez3icijoXhw9kLseiRhRllNe0ZcPOZ2Fv5EETpiCVCPCcnCnAb0G36EU1r4t2IMm8GCIES0oA2LglWABP4gmZ0yhg5c-vHZJr0xw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:01,570 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:01,598 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165029Z&X-Amz-Expires=3600&X-Amz-Signature=a8ce0ef238f67d54874b68020161c9a86fd6ce876b15fb3c9d1e0f4c29dda38d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165029&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAyOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=VKRVjxPNY4IqrEX5z615RWcJ%7EA4JF%7E4mYgm6ZUG5pK2btsT80jYRwgUO6lfX7olQnxLYbxj2eFsJqudmWu-2ZLfMA7joH-1uRcjgzO%7ExOWBT9XCy%7E-1TT7-kbtFKo8OWe-HWtPeV392An5Hq7qO2oQh8A3IieG%7EGe-L15acp--Ccz8z80h-IF7lXLAj%7Ec-jsg32TDagyO7CCSlw7Ho5irUYjW36ROD4%7EOVcqCp0ZLIB0B7vp9N%7Ez3icijoXhw9kLseiRhRllNe0ZcPOZ2Fv5EETpiCVCPCcnCnAb0G36EU1r4t2IMm8GCIES0oA2LglWABP4gmZ0yhg5c-vHZJr0xw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:03,353 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:03,383 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:03,989 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:04,017 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:04,368 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:04,396 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:04,753 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:04,782 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:06,505 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:06,532 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:06,933 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:06,961 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:07,310 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:07,338 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:07,707 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:07,735 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165102Z&X-Amz-Expires=3600&X-Amz-Signature=92e09699433ddcc9418a1f69524aafa6533ca12490ea725f1d7082ab8e25b57e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165062&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I%7EKjfauuw3SUKf91rKXaUGquqw4KjfYRlfpgYcjkPJB1W5MnR-3gvK0gF3lmyvY0Xvcu97iNpY2G%7Eb7sQ8dNLfQMaa49WtvAV55xRillZIwrLmz3ZTsfyAo82Zy1wkzlK3Tyg3xRyq3a8M4mwXtYlb7YMQsVZBvI-E4UKHlxuXGz9WRIfFtq1W7qkEgB9WcmFBSzNNK68GT5T9VF2M1nYo-qaeAl06uPez%7ExOGzNZsPlLH2LXMMlmnEupsRzhfXeoer3w1QMp3V7oJQ9F5A6ZrQ8XDKzdng6RFbFCA5cqx0h-6myGLBQ8qbtc-mnvrsx2ZEa%7EpVxtNyD-Ai0t6jfPg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:09,472 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:09,500 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:09,846 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:09,874 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:10,302 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:10,331 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:10,676 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:10,705 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:12,487 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:12,515 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165013Z&X-Amz-Expires=3600&X-Amz-Signature=05c11c34bcf372e398340065d5cb54b23413d1b0274dc4871e79331007edb7e8&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165013&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=arOsNLTBfg7qWDrQBmE4ayeWJW1qFVnJ99iTdgQPqaoKM3w5-7VUb6ywBPYIzsBC4ueeTbL25-mg-btrEn-acVrCa8QgyXqOW75Thyx7D-bkNcmV%7EQ09PW3TqzhclYKqkjysK4ZoBwoH1AaRe2cBW8EfBkaPzshvXCW5%7EFMyYrweRl4BxTv2RylhyS06yIfhP6%7E7aEwPZdcqws66lc%7EgbuXR0%7Eph7I0U-XdICHWJzwgvWfA0tTxLcQ203P5agRjaHWIAWmZFCTwS7OVDSCnhhhPk1unRIdDEDz6o8jPzFJmkALExsnwp5PNKyjjeqDd6UrosUYbUQuby694SuF5jhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:12,910 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:12,938 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:13,338 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:13,369 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:13,770 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:13,798 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:15,594 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:15,622 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:15,981 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:16,011 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:16,403 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:16,436 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:18,160 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:18,190 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:18,650 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:18,679 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:19,102 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:19,131 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:19,498 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:19,527 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:21,271 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:21,300 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:21,650 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:21,678 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:22,018 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:22,049 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:22,425 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:22,453 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:24,167 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:24,196 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:24,564 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:24,593 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164927Z&X-Amz-Expires=3600&X-Amz-Signature=aa66129c869ed1df67475fc33167228c2377e2bceb3d52ffb023b019d0223ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164967&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MLxfOfva9ER5O%7EtpqiCBdv1gpyO5Si7TpPGmGRN9xy6bILPCvyWEmB4ZDo8Z5S8wf1bWSFrdoQsQ519hYVmHnCwNJ3WOVsY-YJFzOpDDZcAGodtNW9dQ5fX3fbs%7EuQYn9a62nbSp%7EUGqdJLD2%7EYg5zublogyVLXDgD1%7EjXL8kPp4xheD%7EhJaP5vXPPWKKZW66nVBrEXh9tIPlDuR7a2auw8amK1WYFlS6RCuo5Un6b75adwiCHU85-zWpJU%7E3Crm4QPgFcRLtUWer-TNUxNIcO9DcOjGd7Qnnthw7wjZA2V-X7jWO73ktg0EBbm11DkS%7Ed0oD9xu%7ENHkL5-8lLBHQQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:24,921 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:24,948 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:25,284 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:25,313 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:27,072 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:27,101 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:27,460 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:27,488 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:27,848 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:27,877 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164847Z&X-Amz-Expires=3600&X-Amz-Signature=1a7270a4eb00fe9cda5646ffebe9e3a02e336f79aba64e0c073eac935171d677&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164927&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZqAyEpKJXF3Q8zGf3kr1emFj3aNO7zQefGyrv7W0g%7EiH7uzwsH2Zkwcm9aiSzn84v4mDgYqk-ZlfJRVX1hMMwBYDl22XRcvMrOE2RQmoTbZKV8m4NDZYJvxzjxSxS0Wt27yNpwUBEeNuQkLm-J1CPwcrRmpex2Qq-0JamhNLnTDb92U8uu2OI9nrLwG-s55REgtQxuPNAUQAd05%7Eo%7E29IWR-IXYZ5xUJ3UpKcDWgy2fVPbVrObt9laKJXDBECE0t1JBMi2j0vT2ebNkV2fKgvN7RU6kPPrOJoLrVrpfN1BAqyk3r9hgl%7EXJa2dEkO0fm8y3%7EWaKUuyyQUpkpavtcUA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:28,234 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:28,263 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:29,986 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:30,013 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:30,361 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:30,388 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:30,760 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:30,788 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:32,557 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:32,586 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:32,943 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:32,972 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:33,336 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:33,365 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165308Z&X-Amz-Expires=3600&X-Amz-Signature=5eec888133448d39b31dbdef4c8b2478498b8835c56c95739b249b3212ea7d93&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165188&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uolWNtqTUeVMjL0X1p%7EbgTGrJBdoNBKY6bN2%7EkwjS%7EnRX%7ELNKe3JC6vvO7kalDTJQMPtcaajl%7EKKvJ9kl4XU%7EPUnfJmosSx5AjIU0E1fqfPj4WNawM7HglAVRSvOHGR02DJbplJyK7YFMC-iqg508mgp4kMYaS4UEaNbnoX7c%7EUrstw32A08KB6iXyxDZ4wjzSbIei-Xmu6bX%7EqfqP%7EsE2jYiWWsrkgK9V89z-g3RoMNqCnJJhC35xi%7Ey5aFDym5zEJ7lZRzFFXYr5v3ujoUJEE9V6gpj0OSMfsOCfbBkbWInG8WaN-5jjHt9DqUTdt1b-oLIUPR8u5TLmtBB0%7Etkg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:35,082 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:35,110 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:35,473 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:35,501 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164940Z&X-Amz-Expires=3600&X-Amz-Signature=310c7bcd2db700084b82dce4d141b4412aa90f4e4dc4ff26bb517785812cbca3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164980&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=P9iYn0qfBeIaF6rVqK0gnrRDR2VTqQa36ObsIeijRaNOpRLcCNKaW8u415y6qrjo6zBnQcwCpijnLMJJioEty7THWL4KuC0I1cetgr%7E3zMI0PbFvqI1mEeqIy1pHEzQFW9dsfcLpowFk0wc8LYyfIxnF4RqnejRUBNNvN9vXENZmreF7JWlGrSwbGDmLpEj3JNzdU-c1OSnAj6wyStkBEWV0OtYaDMhtKOC3qPCWG6DV7OZlRXXWyswGQBpPoZPkYqPjtYzVLldglQe8A%7EgUaE2q4dconqvW3-i-74zIQCMdzZ0kbOEsalvSPXZ7NSAFgIYI3pGEcIGl3GmADKHlbQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:35,865 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:35,893 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:37,602 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:37,629 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164933Z&X-Amz-Expires=3600&X-Amz-Signature=62ca9a42d88cca67e42df582f4f1ff0996cd8f1ff880830f45c8e0863c320039&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164973&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TWbJLw4S30WOtcm26UNCEMhMJZx3vmGba-kx4yaEuLYzkuUszIOOsOmopEh4D2bXZb9TRlXk-6%7ErMc-HnrHiW2oIRxSj2wM48SQKhC%7EF7tw9MdQ9yUQsPXNhDTJ1cSaFbW8wO4C92cUJXfyrskCNcUJRYR6lffN4YiQ8t%7EYQDZ%7ELTFgweCGvzV1JKDvNK55nv1M3HTCjaEWfFfYlu97lEK1Zs6uFMsn2lhTAKXPd4C%7EaZs9KxCfyHnP9eB7nSSUu-iQtoxPcCBwk4dJ0IdHltk6RRm7k7qvuwl6JIpizyh%7EbdPr9ba1ayGMcJKn3WVEra8ygEpp9d3mYgDkgqVi4Jw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:37,970 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:37,998 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:38,372 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:38,402 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:38,763 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:38,792 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:40,512 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:40,540 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164933Z&X-Amz-Expires=3600&X-Amz-Signature=62ca9a42d88cca67e42df582f4f1ff0996cd8f1ff880830f45c8e0863c320039&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164973&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TWbJLw4S30WOtcm26UNCEMhMJZx3vmGba-kx4yaEuLYzkuUszIOOsOmopEh4D2bXZb9TRlXk-6%7ErMc-HnrHiW2oIRxSj2wM48SQKhC%7EF7tw9MdQ9yUQsPXNhDTJ1cSaFbW8wO4C92cUJXfyrskCNcUJRYR6lffN4YiQ8t%7EYQDZ%7ELTFgweCGvzV1JKDvNK55nv1M3HTCjaEWfFfYlu97lEK1Zs6uFMsn2lhTAKXPd4C%7EaZs9KxCfyHnP9eB7nSSUu-iQtoxPcCBwk4dJ0IdHltk6RRm7k7qvuwl6JIpizyh%7EbdPr9ba1ayGMcJKn3WVEra8ygEpp9d3mYgDkgqVi4Jw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:41,145 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:41,174 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164903Z&X-Amz-Expires=3600&X-Amz-Signature=228b089ee4e8da375a115e1a81344059fd7bbb3532d81ad77c0fb976b1a1ae17&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164943&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ey2ICn-CEt229scXoJixqP2HyinKCnNPMJd3a1pehyRjGqSL8vEl13AisXavlH-rMwl0j8nu2bVQhiLKuCtEtE3OSvkyHc1P%7EyjluVn7cTDUDJ4D1ALipFzY4ExUECVK8kRFvkwa2vDvzxu%7EFkdIM8EcjYd91OXWPHyGf2iThsLpexWctnxlxMEN5PLuLmEswYqldUHciIjn46450KfVgTpUi4bswmNThI1MrvqkOQmMw1cQGJWX9XEzXTUsl9BdmmvnievVWs1-awvOz4bBooYS45ifFQxu%7E006bRsdUObcUDeLlnsHnZ8opEQqSemvz2T2c9TTryX9ckw7MDF0%7Eg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:41,534 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:41,708 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164927Z&X-Amz-Expires=3600&X-Amz-Signature=aa66129c869ed1df67475fc33167228c2377e2bceb3d52ffb023b019d0223ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164967&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MLxfOfva9ER5O%7EtpqiCBdv1gpyO5Si7TpPGmGRN9xy6bILPCvyWEmB4ZDo8Z5S8wf1bWSFrdoQsQ519hYVmHnCwNJ3WOVsY-YJFzOpDDZcAGodtNW9dQ5fX3fbs%7EuQYn9a62nbSp%7EUGqdJLD2%7EYg5zublogyVLXDgD1%7EjXL8kPp4xheD%7EhJaP5vXPPWKKZW66nVBrEXh9tIPlDuR7a2auw8amK1WYFlS6RCuo5Un6b75adwiCHU85-zWpJU%7E3Crm4QPgFcRLtUWer-TNUxNIcO9DcOjGd7Qnnthw7wjZA2V-X7jWO73ktg0EBbm11DkS%7Ed0oD9xu%7ENHkL5-8lLBHQQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:42,084 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:42,112 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:43,832 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:43,859 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:44,214 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:44,241 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:44,587 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:44,615 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:44,984 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:45,014 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165321Z&X-Amz-Expires=3600&X-Amz-Signature=5d00390cc2dbe30a35574d650a82d92ee9120b4a8702d36c0805415c78f3a95e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165201&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTIwMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=mZjfqjoyOgvovT3bGsMYEqHEZPmxnY0R3twmTWElygaFaTiIH8RwomP9lEhUbf6Vi54jzAlOjtQ3Df4-W%7EiT78an3NbYpTQBpmBJwHxquGl%7EmtISsXpn-4L6IxhZD2aMHkDrNd%7EwLFi-c6PfK0xmCUoPulOlFtZa3BABHiIahWFQmVdpvPi4K52mbf3FADnQMx275XuHqiG5OvVz-WzZNWvmhGgSuNgnjT63Dkx-TZfT5NtTpSA1mj0t%7E3JDvHmD17PJkDoRIsZUlNwgW7ZH-vQ1FDWJrFu0SIG1IqwN85ohUVbNCXjTok4u4T232gBampIBBHPk72R5S1qMder7Cw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:46,730 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:46,757 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:47,111 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:47,140 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164922Z&X-Amz-Expires=3600&X-Amz-Signature=0ef9f98eae63daf38e7cbd30eb36b2b3b992f78c48eb06f089df450889fd9771&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164962&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qqb0xNSHKl%7Exm7lSTlkZux6I-zFigiR4q6C0a5sV7d%7EKB71pNy8soWVxnHRjb4ujuCYpu5JqGEO%7Echmji47jhu8NF3yFwGA9TPqM5OneWIvA1P1sBLNO9pPVEoFKDIzxm4hvxIm6J%7EXdwbPM4pysT%7EylmKtjpxlnyRmLc3aAyNkTImLgEJvW67ZAJ7dBY7KzESXO4HHvPh4jMtKqw-LiIE0CuInU2pQDvm40VYVSoTI7GINgt4qr5y7ysAehZ1I4PmvJwSaPr9KupTIGQpYugtEhhd--GMO1qOHLh0XPt8IYwTA8GNuwOZlv7EdkOFjEL7fq6md8wzeth%7EKsfFRI7A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:47,500 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:47,528 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:49,311 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:49,339 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:49,667 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:49,696 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165321Z&X-Amz-Expires=3600&X-Amz-Signature=5d00390cc2dbe30a35574d650a82d92ee9120b4a8702d36c0805415c78f3a95e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165201&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTIwMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=mZjfqjoyOgvovT3bGsMYEqHEZPmxnY0R3twmTWElygaFaTiIH8RwomP9lEhUbf6Vi54jzAlOjtQ3Df4-W%7EiT78an3NbYpTQBpmBJwHxquGl%7EmtISsXpn-4L6IxhZD2aMHkDrNd%7EwLFi-c6PfK0xmCUoPulOlFtZa3BABHiIahWFQmVdpvPi4K52mbf3FADnQMx275XuHqiG5OvVz-WzZNWvmhGgSuNgnjT63Dkx-TZfT5NtTpSA1mj0t%7E3JDvHmD17PJkDoRIsZUlNwgW7ZH-vQ1FDWJrFu0SIG1IqwN85ohUVbNCXjTok4u4T232gBampIBBHPk72R5S1qMder7Cw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:50,084 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:50,112 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164946Z&X-Amz-Expires=3600&X-Amz-Signature=d201c252ff82b15e08318ad752d2bede31b87efd6d20c64e7f2bdf32cb956c97&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164986&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=R7KilVJxDsxFZpscSdDLDFnOE2pgfrPqLgaJNXrss-SerwcOJiiXWDjn-aMXbdJ3G1exoVxzszI5sZPfu3sey3YvVCMZRHHKwm-9FSW9DJXpfOxvCwmwxy7UgVJoEbzuWZqbbKKuySAeLTx6Twa%7EFjUeSUwEoa1OhubyVlK0yYTRwVa6NNIP-06qPjzUNdgYfVB7EP-dgBhlSLjWbuyJ3PwkOwhOZSlXeYAzkZDf%7Eiw0bzlacCPSEWZRo5MVwhRadQmghskcREXpMVWZVuIi124xrD8lPkJ1jVWVfC-qq7ymaPMuuZMuGc6dqE9-1Gsb8zHmFn7H9LjScutf-KT2Ww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:50,459 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:50,488 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:50,868 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:50,896 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:52,746 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:52,774 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:53,160 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:53,188 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:53,575 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:53,602 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:01:54,017 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:54,045 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164940Z&X-Amz-Expires=3600&X-Amz-Signature=310c7bcd2db700084b82dce4d141b4412aa90f4e4dc4ff26bb517785812cbca3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164980&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=P9iYn0qfBeIaF6rVqK0gnrRDR2VTqQa36ObsIeijRaNOpRLcCNKaW8u415y6qrjo6zBnQcwCpijnLMJJioEty7THWL4KuC0I1cetgr%7E3zMI0PbFvqI1mEeqIy1pHEzQFW9dsfcLpowFk0wc8LYyfIxnF4RqnejRUBNNvN9vXENZmreF7JWlGrSwbGDmLpEj3JNzdU-c1OSnAj6wyStkBEWV0OtYaDMhtKOC3qPCWG6DV7OZlRXXWyswGQBpPoZPkYqPjtYzVLldglQe8A%7EgUaE2q4dconqvW3-i-74zIQCMdzZ0kbOEsalvSPXZ7NSAFgIYI3pGEcIGl3GmADKHlbQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:56,066 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:56,095 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:56,513 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:56,541 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:56,974 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:57,002 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165029Z&X-Amz-Expires=3600&X-Amz-Signature=a8ce0ef238f67d54874b68020161c9a86fd6ce876b15fb3c9d1e0f4c29dda38d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165029&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAyOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=VKRVjxPNY4IqrEX5z615RWcJ%7EA4JF%7E4mYgm6ZUG5pK2btsT80jYRwgUO6lfX7olQnxLYbxj2eFsJqudmWu-2ZLfMA7joH-1uRcjgzO%7ExOWBT9XCy%7E-1TT7-kbtFKo8OWe-HWtPeV392An5Hq7qO2oQh8A3IieG%7EGe-L15acp--Ccz8z80h-IF7lXLAj%7Ec-jsg32TDagyO7CCSlw7Ho5irUYjW36ROD4%7EOVcqCp0ZLIB0B7vp9N%7Ez3icijoXhw9kLseiRhRllNe0ZcPOZ2Fv5EETpiCVCPCcnCnAb0G36EU1r4t2IMm8GCIES0oA2LglWABP4gmZ0yhg5c-vHZJr0xw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:57,375 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:57,403 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164843Z&X-Amz-Expires=3600&X-Amz-Signature=8b3cc9fd6536ab6eeb767c2be1e91497fa5e9b444c235cb617b7f2be2d7e747c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164923&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=LdOeimts8e3vZqbJ9cqJQgpF17pZTA6ys45Y%7EclX4eO23K25%7EOmPPDDDMrUV18%7EMy6BGotPqkvsBN2Jxkgyhl-K-39frN3yj7u9TAin8qau8HmO3oCRD%7EqvAJdC7cUZdESAgr98bjzfJuH1lLBtXIhwAC0M1brADCAFYJkD%7E0PSLeihgerHANUab-XPciwJhkb5cZOzHjYlcvWw%7EmRCkPAnuKariWMzHAOHJw4B4fdFgriHE2fnISSRafap1r6KHmqHf2IAV88d5wl%7EFoBcsXovoSOF4W-EU%7EoL-WlyQ9YewS3qVQRacVPU4klpPNkSTl0gBtJHkf5KhhMJMHQnrww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:57,766 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:57,795 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:01:59,737 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:01:59,765 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:00,116 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:00,145 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:00,513 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:00,541 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164945Z&X-Amz-Expires=3600&X-Amz-Signature=d871f9ec5eb0a103c5ae8c01f5dde59a4035fc91ba1f9fe6ce9eef304485b5ad&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164985&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=WHVuv53ZVTcW3XfnyRZH-2FTIx6xVdbUAojvx6H99XOmwjFfmy6STct67RnHxMw0LmA1HqPWcan7udLXZGV9T3Q1k754OOw8PhUtJM0ynXRLE%7ERS62%7E4GQpbonrm20%7EPxX9s8IMTOUSH3a6C6Xrti0M6wzX6GCCZFtRf4R3mzZK87QsNVw96aykjHYytY2wnRxidlL5UaDVFGl6Jr67tPAT-maW95YBoSbPum9-YxwGmBaBAUi0jbEYLacAsbgtBlFNCjSB3NZPps3FWeFUaB5s-89KgvDbkSEZtwxH0QcCfq1UY1Ak62HXoiFcgtULJHcuAkbWv3W08cSa5bkYM1A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:00,906 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:00,935 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165018Z&X-Amz-Expires=3600&X-Amz-Signature=a513a929cad1eb953829918b3116bd66035db2390f5d4dcc7b04aa1d0ab41a68&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165018&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vztRNHLUk5FwDk829E3KX-PO8c10zNaHLYS1C7EKrFuLEXl9CvAdfwUaFPvCtS9yXplqQkxWTHUGS925kFFvdBtSAhYG1CNgUltE3HN67Zl9x205i8BoFlwaC-V7VRCIl-ODKJdSOL3W-fWdC5nEmYcrL%7EBrWQ0gwaUrjfiE%7Ewkh0JzWYvGTRTGSjDW4HJ5D7RSlBpvyFu9LTFpC3wooybk6m2LuauLI-Ttmk0uchD9C03c34EO8JmZCNSwmZfO6GfRB2WcztQf0Qcvdo-w9HJ1L-bYzL3vV6vl3PxuSizS8zZkekAYjcCtkTe4DUMzkfUEyxgHk195%7Et%7EuKjhmQqg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:02,650 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:02,678 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:03,277 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:03,307 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:03,735 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:03,764 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:05,469 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:05,498 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:05,870 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:05,898 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:06,262 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:06,290 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:06,675 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:06,703 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:08,436 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:08,465 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:08,826 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:08,855 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:09,240 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:09,268 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:09,640 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:09,668 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:11,397 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:11,430 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164956Z&X-Amz-Expires=3600&X-Amz-Signature=4f4fb625970267852cf4bf6866a8f08b18a7cbc778ecefb247352acaf59f80db&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164996&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=cgbu5soHeq5wKWJWSOEcI6NX181xCUaRdYKEeUco8VaaIgikuYpYbVF36eXJ4%7Eqgh94ccZLMYenH3jBM3kzYVp003Kr2%7E8kZKmCMZYtOaRGYqB8%7EMoC7ZP-QSmcE5HfMthWBmOvbnRX0m2JfUDdvhJr9rYaVCF6SRBL9WT1cZn-7fQ%7EhrBLx-iiVZjYoWHDqRHC8DPSSGslmQdappt%7EyPibS5UKuxRd6QAGbuTOj1DHhkvxkse5CGFP%7ELC1jpFiIm082FPVxgcG1DOhnC88ml7T4rITJVjxFQS44JYv0Pwf2zJaGtdtfl8F0JjDxqVf91o2cNMjN1tds60r-ySJhGQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:11,789 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:11,816 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165018Z&X-Amz-Expires=3600&X-Amz-Signature=a513a929cad1eb953829918b3116bd66035db2390f5d4dcc7b04aa1d0ab41a68&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165018&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vztRNHLUk5FwDk829E3KX-PO8c10zNaHLYS1C7EKrFuLEXl9CvAdfwUaFPvCtS9yXplqQkxWTHUGS925kFFvdBtSAhYG1CNgUltE3HN67Zl9x205i8BoFlwaC-V7VRCIl-ODKJdSOL3W-fWdC5nEmYcrL%7EBrWQ0gwaUrjfiE%7Ewkh0JzWYvGTRTGSjDW4HJ5D7RSlBpvyFu9LTFpC3wooybk6m2LuauLI-Ttmk0uchD9C03c34EO8JmZCNSwmZfO6GfRB2WcztQf0Qcvdo-w9HJ1L-bYzL3vV6vl3PxuSizS8zZkekAYjcCtkTe4DUMzkfUEyxgHk195%7Et%7EuKjhmQqg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:12,172 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:12,201 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:12,557 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:12,585 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:14,334 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:14,362 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:14,949 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:14,978 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:15,340 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:15,370 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:17,078 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:17,105 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:17,482 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:17,510 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165321Z&X-Amz-Expires=3600&X-Amz-Signature=5d00390cc2dbe30a35574d650a82d92ee9120b4a8702d36c0805415c78f3a95e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165201&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTIwMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=mZjfqjoyOgvovT3bGsMYEqHEZPmxnY0R3twmTWElygaFaTiIH8RwomP9lEhUbf6Vi54jzAlOjtQ3Df4-W%7EiT78an3NbYpTQBpmBJwHxquGl%7EmtISsXpn-4L6IxhZD2aMHkDrNd%7EwLFi-c6PfK0xmCUoPulOlFtZa3BABHiIahWFQmVdpvPi4K52mbf3FADnQMx275XuHqiG5OvVz-WzZNWvmhGgSuNgnjT63Dkx-TZfT5NtTpSA1mj0t%7E3JDvHmD17PJkDoRIsZUlNwgW7ZH-vQ1FDWJrFu0SIG1IqwN85ohUVbNCXjTok4u4T232gBampIBBHPk72R5S1qMder7Cw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:17,902 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:17,931 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:18,313 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:18,342 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:20,090 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:20,120 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:20,462 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:20,490 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:20,848 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:20,876 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:21,253 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:21,282 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:23,050 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:23,078 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:23,475 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:23,505 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164946Z&X-Amz-Expires=3600&X-Amz-Signature=d201c252ff82b15e08318ad752d2bede31b87efd6d20c64e7f2bdf32cb956c97&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164986&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=R7KilVJxDsxFZpscSdDLDFnOE2pgfrPqLgaJNXrss-SerwcOJiiXWDjn-aMXbdJ3G1exoVxzszI5sZPfu3sey3YvVCMZRHHKwm-9FSW9DJXpfOxvCwmwxy7UgVJoEbzuWZqbbKKuySAeLTx6Twa%7EFjUeSUwEoa1OhubyVlK0yYTRwVa6NNIP-06qPjzUNdgYfVB7EP-dgBhlSLjWbuyJ3PwkOwhOZSlXeYAzkZDf%7Eiw0bzlacCPSEWZRo5MVwhRadQmghskcREXpMVWZVuIi124xrD8lPkJ1jVWVfC-qq7ymaPMuuZMuGc6dqE9-1Gsb8zHmFn7H9LjScutf-KT2Ww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:23,880 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:23,908 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165031Z&X-Amz-Expires=3600&X-Amz-Signature=eaf53bb17c4b1fb8f314d6cf1454e84963f726118c52d540f406ee201cc95a8a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165031&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I8hetGdI-ySgJpUtNYe7gdgn74K%7EHIpOPB6W5aeIApqKTyn%7ELKTS9q4xfwpa9xUvNyHVeHTiU9jcfVt9Etb2irE2e%7EKBy%7Ec8%7E6FiaRhsCztyQJZ2bi1o8d6MM89asb3GZAH8xyL9haiF8MwLY2JWQpXS5QqUqK1yPhSSBjiK5jKMJuAwmVv73kCmdzsI4y1Z3ZjQIjSo1v-Rt9vfDDDbQ7y2sPcUsSdyiUjSsZQym4Pl0GiSsuBB35zHZkP8FmwBN4BeQeRfEq9nRumOq%7EETMveUUfGL5vnLjkcWnDwPWkYUeQ8QSreSLs4UJSo5HqogwXS8IofYpg-M4wVXRwJXPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:25,623 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:25,652 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:26,024 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:26,053 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164933Z&X-Amz-Expires=3600&X-Amz-Signature=62ca9a42d88cca67e42df582f4f1ff0996cd8f1ff880830f45c8e0863c320039&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164973&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TWbJLw4S30WOtcm26UNCEMhMJZx3vmGba-kx4yaEuLYzkuUszIOOsOmopEh4D2bXZb9TRlXk-6%7ErMc-HnrHiW2oIRxSj2wM48SQKhC%7EF7tw9MdQ9yUQsPXNhDTJ1cSaFbW8wO4C92cUJXfyrskCNcUJRYR6lffN4YiQ8t%7EYQDZ%7ELTFgweCGvzV1JKDvNK55nv1M3HTCjaEWfFfYlu97lEK1Zs6uFMsn2lhTAKXPd4C%7EaZs9KxCfyHnP9eB7nSSUu-iQtoxPcCBwk4dJ0IdHltk6RRm7k7qvuwl6JIpizyh%7EbdPr9ba1ayGMcJKn3WVEra8ygEpp9d3mYgDkgqVi4Jw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:26,417 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:26,448 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:26,804 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:26,835 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:28,525 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:28,554 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:29,155 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:29,183 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:29,540 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:29,569 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:29,933 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:29,960 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:31,736 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:31,763 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:32,104 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:32,133 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:32,474 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:32,502 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:32,867 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:32,895 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:34,633 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:34,661 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:34,999 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:35,028 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164847Z&X-Amz-Expires=3600&X-Amz-Signature=1a7270a4eb00fe9cda5646ffebe9e3a02e336f79aba64e0c073eac935171d677&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164927&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZqAyEpKJXF3Q8zGf3kr1emFj3aNO7zQefGyrv7W0g%7EiH7uzwsH2Zkwcm9aiSzn84v4mDgYqk-ZlfJRVX1hMMwBYDl22XRcvMrOE2RQmoTbZKV8m4NDZYJvxzjxSxS0Wt27yNpwUBEeNuQkLm-J1CPwcrRmpex2Qq-0JamhNLnTDb92U8uu2OI9nrLwG-s55REgtQxuPNAUQAd05%7Eo%7E29IWR-IXYZ5xUJ3UpKcDWgy2fVPbVrObt9laKJXDBECE0t1JBMi2j0vT2ebNkV2fKgvN7RU6kPPrOJoLrVrpfN1BAqyk3r9hgl%7EXJa2dEkO0fm8y3%7EWaKUuyyQUpkpavtcUA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:35,378 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:35,407 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:35,761 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:35,788 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164920Z&X-Amz-Expires=3600&X-Amz-Signature=87fd528b97f0eebf5715221db1ef194ea14cc352a874ca1f94971b32cb27fb0d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164960&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=KWOp2dImaZUtVrbVzDFysXphEs39fFqtWBo2LRoIbGW9b3uiyOPUrVR6FHsHqQIw41zz2fQnvK5PrrE-joePkuDT0jdN3X1sAHf7Lx%7EiWUy1RLcxBlE036UoRXDqKqQnHuQMBCjxG2ISA2Fjl2s6OoLEan8UtNbFjbE4rmtjF8awEZLbhmQ7RR2ekDQpfvdq2D2w39sN5jNcKPyApQK1MmHSJ5hL-SM1NuJOqadr4FcGshk3hUflrgvBzZJISW6fCEUW8G4q%7El1ZOpJJ59VUHgGaqL7nJuyn44L1pnvVK5GsAyxQtHROnaeR5QZPuYvlVAPrz8-qSErxwstJ1j0HmA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:37,503 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:37,531 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:37,940 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:37,968 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:38,395 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:38,426 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:40,136 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:40,163 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:40,751 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:40,779 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:41,147 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:41,176 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:41,571 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:41,600 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:43,337 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:43,364 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:43,772 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:43,801 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:44,210 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:44,238 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:44,611 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:44,640 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:46,361 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:46,389 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:46,738 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:46,767 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:47,158 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:47,189 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165514Z&X-Amz-Expires=3600&X-Amz-Signature=e380e30cdbebccb5998dc17bd6f9e9d6f8adf2fc617569893709b005dd997aac&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165314&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTMxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qzdrkqhzRyWYyTOy-Ul6vy20L1kp5dqCOgao9%7EM4-GEhdn010Gz6ZpbRY1OrRF%7EJ5JeVgIzEw-uM64o3PSC-8NcynmaIXf29z-QKOeSIUPg7FbMBE0CXP0YaVLXwNQqKlSia5k6k0owWX%7EHoHz4TaPBSEWUu4o61zW%7EPDM-YeaNgm32aklfHGYOCQc4IWovgZ%7EolYUQYCXZnsAenTn5usqqhsTclkr6IfN4QCvROVbQ0eAA0XPAOOUOpWnZ-2%7E75Gij21VxXMR%7EmgUMCGioQi8DKTbOH0ti3o-Kqi0zJKtRU26ZcYS7JFqVozXT9DHzH4T1ZvFrJYTPO-71hijUCgQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:48,930 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:48,958 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:49,343 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:49,372 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:49,731 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:49,760 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164834Z&X-Amz-Expires=3600&X-Amz-Signature=52f0589a2a77a0f18376f129eac344f12823df56d79df219c8ea791a56059728&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164914&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=iCa4I8zZpL-o%7EQvwKCa5eMli7HuzW-FvmVvr6D9NDMgaIQhu1Vn-9YONWVytTl2IbgpCUaLocq0M8idCpxqRLippI2ZU6EjUqaIxLtU7mrMOsWwzzV%7EdPD15PRHEdjhArjptV-m9Zq-bkL7IQgct2gByeaC8o8CcGUwoGXGXxAnMRV1G74hUYSaTy4c2WI2DqkolnoTK9naoHDK1DqQ1HcvxOk-SOhU4FRlGkDbAjyoZoe6AljxuufNt1Z%7EEgEwJenO%7Es9mUNnShgPC5AJ6k9rQkmAqvIZKl7EGo%7ECSr5OCtoTthQV0NZxLRvc3cXwAuXJUF6gWGKPUYCrwTP-EuDA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:50,118 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:50,148 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:51,930 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:51,958 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:52,305 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:52,332 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:52,696 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:52,723 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:53,096 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:53,124 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:54,868 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:54,896 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164926Z&X-Amz-Expires=3600&X-Amz-Signature=44f67da82abd048d8f1be759caa5365112719b3561e8c1c712cd744d02bb717a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164966&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=jxXe2l%7Ef5PmduF7IyXap1k1HzYVzq9YxsQYqzAz0OGBk5S-XOTQ4RuZ8kIOofahzny3O2yBec-ash%7EC4X1s5qr4SZWO-g8cbKhxu1txqdrEx8AQ6Okjmc67eYyFgMY%7Eko1-Sc7SUSVsjTlW-LLVUQQZLQFxOGMUljTwhGCgZBxpYcdGl%7EyWaGBEsKrbpKPY0wU%7EX4D5gyt4jM90n%7E9kDbHH9wLAGujh56ZJAYVGa%7EkLRbrlfA%7EL9%7ECjYNXd0l9%7ETfBJjJUVU1q-cWtulo9yu%7ElRxkzpwBCyZbJ1ZbOZbCsJguTvMxsM0ID58NQl2tUQR1d5w4FTj4MJSjjnH8yY5jg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:55,252 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:55,281 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:55,660 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:55,689 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:57,395 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:57,423 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164910Z&X-Amz-Expires=3600&X-Amz-Signature=7d796df1f99337c9382655ee00a0d8f2fa90c55a6cb30895450850855c6bcc1c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164950&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vN-Ggabl0DGtdHFkE5Clm606imHbEOHGm1MniPE7Rxpks3KYXgDgx40%7EZ8B%7EK9Y-D2pl7gCulBnTz4I3%7ElrS0h3MvOzj0jLi3096N2yL5Ma%7E0n%7Epb3H-PuQ-o-SvLVH9VLyclTqM0RA68JZ232x8hAAjVPVtymJJ1JyrTE5SAT01F5UZOA6s4oQsRYHXR%7Ejy%7E3RJsZLXYwGrX%7EaVCwRf3CDkvGSCLWE0T2B5T-IVKb27BAgzYpU6pSyU0TRaX02zgFAskKB6YFqlF8eC5FVUFi6l21emo8IebNW4MQypVTtMRILJOSLfQqCKp8JRb7QHWIn3zAtWE8SqmzWlv11YTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:57,803 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:57,833 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164924Z&X-Amz-Expires=3600&X-Amz-Signature=1a53b0f7acdb736bfe01f4286cbb84faad56abc8878ee3673e08e118a3b7ab3c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164964&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ORwFy65TRAwZjsWcXcOGDem9Sazqd2Nt1qUNN5o99ywG9Q63ZYEj6Jk3A703%7Ee0H1oQT2JQ87EjGTgtFsvzbjc9UAVrpzfLPYc5bciZJOSvEnGCvRefzAGabGPkdfIO6Zic06KSy4-cR7cDd97Iol5jKlr%7EEM1Ime72ZE0p%7EptarJn9GdtsbXwont3e2vZSW3NSGytF7YMixFGWI1Uk9cv30T%7EVMQJz4cQ1hoyrDm4xdEsImnUu1g4LsECnjQE2Zd4GgdkY86MyKGBx-9qhZ6NC0JXIOkvs1h%7EsSQ%7EFNuTq3YnWhCBU7cKtqN6J8mkEGasuLczTjdzcqqt9mPj9Qhw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:02:58,175 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:58,204 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:02:58,598 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:02:58,628 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:00,404 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:00,433 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:00,799 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:00,830 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:01,181 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:01,208 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:03,140 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:03,169 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:03,637 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:03,665 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:04,024 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:04,054 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:06,047 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:06,075 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:06,414 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:06,443 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:03:06,792 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:06,826 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164940Z&X-Amz-Expires=3600&X-Amz-Signature=310c7bcd2db700084b82dce4d141b4412aa90f4e4dc4ff26bb517785812cbca3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164980&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=P9iYn0qfBeIaF6rVqK0gnrRDR2VTqQa36ObsIeijRaNOpRLcCNKaW8u415y6qrjo6zBnQcwCpijnLMJJioEty7THWL4KuC0I1cetgr%7E3zMI0PbFvqI1mEeqIy1pHEzQFW9dsfcLpowFk0wc8LYyfIxnF4RqnejRUBNNvN9vXENZmreF7JWlGrSwbGDmLpEj3JNzdU-c1OSnAj6wyStkBEWV0OtYaDMhtKOC3qPCWG6DV7OZlRXXWyswGQBpPoZPkYqPjtYzVLldglQe8A%7EgUaE2q4dconqvW3-i-74zIQCMdzZ0kbOEsalvSPXZ7NSAFgIYI3pGEcIGl3GmADKHlbQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:03:08,521 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:08,549 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:03:08,872 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:08,905 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164953Z&X-Amz-Expires=3600&X-Amz-Signature=f7fd3c7a222c306acb7d3364c5ace3e38bf742b1e02c56ad89843c110bde2fe9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164993&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I1ZH%7EaLFC5S%7ECKITvLatHMxqti-jdWRyaJaIJQwPqns46Ie3xgZbyxhqbfo3u5aoWfTWRYIuC4VjYmloAY1BYleDqDQugYEjr42989crrBJdKwRLrIt9APPRwS1tD-vDbUtK0k-8ZtyphHZQtD-l7YgdJhnPQx7TZpw5uDKbHHrU5TQBy0clVj1CpApmIKorjZH5HvFKi9mgmmHqQ1ndk-UYZFGQpgQqSMpvKLr456h96EtcH7cnSQLFwEPinOXwF2YPkvcnmj7HMQ1KPog%7EBvZgQswj1KHacj3EXCxIUFh%7EEtp9N4ge1g5TOVRn8tIVY15qUwFKY-VZbng3XOtkrw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:03:09,252 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:09,282 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:03:09,681 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:09,712 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:03:11,515 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:11,578 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:12,144 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:12,197 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164908Z&X-Amz-Expires=3600&X-Amz-Signature=20f22178c452ca04cebc9b2011c34c84d98af83da0acaf893c0d03dabb013fa3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164948&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=p6MrMBKhN%7Ez1fJ-QRTkx3BAZ-UCIeMtbvf%7EV3Oz%7E4QiKhypYeoiaicczwZSlD-pRQBLWw%7ENq7u%7EPRMqhRoKpymjlZSMDHpFhmIWGpMWGJ9bqXDSRUSOJSU8hWbfRaVElZiOhjf1pgkkug-U6ldsgOZrS9pOepBpuoadEyRuqiUX5CM8poDpxQL7qiXJlEZ%7EvMIXVQkCOVQophMW3eC8LDz9-3bQZeWOMiXE1OhjSVw4n6r2cTgYHnrj2uhs7utwYhOTSQ1fts5tQwPuBX4cibIZ20KdPmpih43EL%7EibhGXvEEOo1Won6kCkkls1FJgHnsfEIAB-DnecPQ52E1it4bw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:03:12,768 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:12,843 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:03:13,308 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:13,338 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164945Z&X-Amz-Expires=3600&X-Amz-Signature=d871f9ec5eb0a103c5ae8c01f5dde59a4035fc91ba1f9fe6ce9eef304485b5ad&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164985&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=WHVuv53ZVTcW3XfnyRZH-2FTIx6xVdbUAojvx6H99XOmwjFfmy6STct67RnHxMw0LmA1HqPWcan7udLXZGV9T3Q1k754OOw8PhUtJM0ynXRLE%7ERS62%7E4GQpbonrm20%7EPxX9s8IMTOUSH3a6C6Xrti0M6wzX6GCCZFtRf4R3mzZK87QsNVw96aykjHYytY2wnRxidlL5UaDVFGl6Jr67tPAT-maW95YBoSbPum9-YxwGmBaBAUi0jbEYLacAsbgtBlFNCjSB3NZPps3FWeFUaB5s-89KgvDbkSEZtwxH0QcCfq1UY1Ak62HXoiFcgtULJHcuAkbWv3W08cSa5bkYM1A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:03:15,522 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:15,593 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165048Z&X-Amz-Expires=3600&X-Amz-Signature=aafd5d6186f5309e9584ca3ef00eaed7751fd4f69ede7a62178913bf2458ed28&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165048&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GsxUZaYZSUrWmcPZC6EMEOhivVCSRVTQ4MbTQPcvoYVjIH7BaATwHHrSI3SkeLfM8%7ETpE2E6nMi9V3O9r1Dy5eno-tpf8dbvJJW25TcTkIDT3kihiE%7Ex%7EB-fj5nHDmnnsHUpvNRazDKbrBeNks3NZV9b5uxCP0bjP-BUKPVfrPUMrNuyJ-vM5yb1Ostn3waU02nNLSfJFDjMi%7ED%7EYRs2d3kCBGzKrXn1Io9LcS-HP6-OgZK3UaG8JUuPVjFcVgZM-5GjwzyXE2NuDd7BMvD8dl9ad-JrFB4m3epqLaJKIbOegmHrBG-FFQcMkJrfOtd-rlDFWqosEknttn59OrTG5A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:03:16,459 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:16,522 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164847Z&X-Amz-Expires=3600&X-Amz-Signature=1a7270a4eb00fe9cda5646ffebe9e3a02e336f79aba64e0c073eac935171d677&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164927&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZqAyEpKJXF3Q8zGf3kr1emFj3aNO7zQefGyrv7W0g%7EiH7uzwsH2Zkwcm9aiSzn84v4mDgYqk-ZlfJRVX1hMMwBYDl22XRcvMrOE2RQmoTbZKV8m4NDZYJvxzjxSxS0Wt27yNpwUBEeNuQkLm-J1CPwcrRmpex2Qq-0JamhNLnTDb92U8uu2OI9nrLwG-s55REgtQxuPNAUQAd05%7Eo%7E29IWR-IXYZ5xUJ3UpKcDWgy2fVPbVrObt9laKJXDBECE0t1JBMi2j0vT2ebNkV2fKgvN7RU6kPPrOJoLrVrpfN1BAqyk3r9hgl%7EXJa2dEkO0fm8y3%7EWaKUuyyQUpkpavtcUA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:03:17,808 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:17,882 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:19,298 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:19,355 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:26,998 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:27,070 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:28,237 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:28,287 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:03:29,297 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:29,354 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:03:31,701 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:31,756 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:32,764 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:32,833 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:33,778 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:33,818 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:34,342 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:34,391 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:36,507 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:36,571 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:37,203 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:37,268 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:38,045 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:38,106 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164956Z&X-Amz-Expires=3600&X-Amz-Signature=4f4fb625970267852cf4bf6866a8f08b18a7cbc778ecefb247352acaf59f80db&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164996&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=cgbu5soHeq5wKWJWSOEcI6NX181xCUaRdYKEeUco8VaaIgikuYpYbVF36eXJ4%7Eqgh94ccZLMYenH3jBM3kzYVp003Kr2%7E8kZKmCMZYtOaRGYqB8%7EMoC7ZP-QSmcE5HfMthWBmOvbnRX0m2JfUDdvhJr9rYaVCF6SRBL9WT1cZn-7fQ%7EhrBLx-iiVZjYoWHDqRHC8DPSSGslmQdappt%7EyPibS5UKuxRd6QAGbuTOj1DHhkvxkse5CGFP%7ELC1jpFiIm082FPVxgcG1DOhnC88ml7T4rITJVjxFQS44JYv0Pwf2zJaGtdtfl8F0JjDxqVf91o2cNMjN1tds60r-ySJhGQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:03:40,334 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:40,406 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:41,500 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:41,574 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:42,995 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:43,062 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:44,765 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:44,868 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:48,199 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:48,240 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:49,940 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:49,990 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:03:52,568 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:52,652 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164953Z&X-Amz-Expires=3600&X-Amz-Signature=f7fd3c7a222c306acb7d3364c5ace3e38bf742b1e02c56ad89843c110bde2fe9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164993&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I1ZH%7EaLFC5S%7ECKITvLatHMxqti-jdWRyaJaIJQwPqns46Ie3xgZbyxhqbfo3u5aoWfTWRYIuC4VjYmloAY1BYleDqDQugYEjr42989crrBJdKwRLrIt9APPRwS1tD-vDbUtK0k-8ZtyphHZQtD-l7YgdJhnPQx7TZpw5uDKbHHrU5TQBy0clVj1CpApmIKorjZH5HvFKi9mgmmHqQ1ndk-UYZFGQpgQqSMpvKLr456h96EtcH7cnSQLFwEPinOXwF2YPkvcnmj7HMQ1KPog%7EBvZgQswj1KHacj3EXCxIUFh%7EEtp9N4ge1g5TOVRn8tIVY15qUwFKY-VZbng3XOtkrw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:03:55,174 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:55,257 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165031Z&X-Amz-Expires=3600&X-Amz-Signature=eaf53bb17c4b1fb8f314d6cf1454e84963f726118c52d540f406ee201cc95a8a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165031&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I8hetGdI-ySgJpUtNYe7gdgn74K%7EHIpOPB6W5aeIApqKTyn%7ELKTS9q4xfwpa9xUvNyHVeHTiU9jcfVt9Etb2irE2e%7EKBy%7Ec8%7E6FiaRhsCztyQJZ2bi1o8d6MM89asb3GZAH8xyL9haiF8MwLY2JWQpXS5QqUqK1yPhSSBjiK5jKMJuAwmVv73kCmdzsI4y1Z3ZjQIjSo1v-Rt9vfDDDbQ7y2sPcUsSdyiUjSsZQym4Pl0GiSsuBB35zHZkP8FmwBN4BeQeRfEq9nRumOq%7EETMveUUfGL5vnLjkcWnDwPWkYUeQ8QSreSLs4UJSo5HqogwXS8IofYpg-M4wVXRwJXPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:03:58,610 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:03:58,683 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:04:01,280 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:01,370 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:04:03,992 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:04,078 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:04:06,094 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:06,150 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:04:09,162 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:09,193 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:10,954 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:11,002 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165048Z&X-Amz-Expires=3600&X-Amz-Signature=aafd5d6186f5309e9584ca3ef00eaed7751fd4f69ede7a62178913bf2458ed28&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165048&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GsxUZaYZSUrWmcPZC6EMEOhivVCSRVTQ4MbTQPcvoYVjIH7BaATwHHrSI3SkeLfM8%7ETpE2E6nMi9V3O9r1Dy5eno-tpf8dbvJJW25TcTkIDT3kihiE%7Ex%7EB-fj5nHDmnnsHUpvNRazDKbrBeNks3NZV9b5uxCP0bjP-BUKPVfrPUMrNuyJ-vM5yb1Ostn3waU02nNLSfJFDjMi%7ED%7EYRs2d3kCBGzKrXn1Io9LcS-HP6-OgZK3UaG8JUuPVjFcVgZM-5GjwzyXE2NuDd7BMvD8dl9ad-JrFB4m3epqLaJKIbOegmHrBG-FFQcMkJrfOtd-rlDFWqosEknttn59OrTG5A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:13,090 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:13,154 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164836Z&X-Amz-Expires=3600&X-Amz-Signature=64ba0fb3b82944dfad9cb3e0f88ce25685fea606a7e2da8f706fcc944980e272&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164916&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=E53hRFcTDwAppJv37lB2xc%7Eyjvlxo2DX04mSwb9Il5VK3b8swJ%7EGKVKLXxUsNLkQqWhz9C5px3Q0D303vSQfEkEDtZnoW%7EJpWLhL5uHlC-lvMnhvZkUn0Worj0AGfN6TPWKUU68mYhwIyo-Pab6a0l9iHrsEKbTyp-9v2Ja86SdQuPFSslNXQnFTNDD8RuCiPszuhAd1pRkOPJXHyBCjTrzatTBY9VtH1w1p0wJrdj8-N%7EL0qv9g603aGUn0JH1k7AnaLNK6JmlpHitgXZa%7Ec%7EN%7ET-FC-5AOtJN-gTNjwcd6w%7EERexCB7A4CQ3jxad8xWHsu9LlM6KblA5bKZYSAow__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:16,996 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:17,059 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:04:19,747 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:19,823 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164856Z&X-Amz-Expires=3600&X-Amz-Signature=b098fd544980e399444b4703e278b94f81964ba5702db39bb7f82dabe97f8bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164936&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=fOeZU2NZ6ZtK1uS4LNagqtyR2zWXVB18ot9ee9d-d6GTWiHLjtAMXknsJoNt2uzkVbe1WHxkUbHWuPLCilzY0ax2a6yX%7ERNbKDph%7E2KblYrf0Qs6d2KjgObSCcUKCjgFTFybZGUWmvygTWqIp6oxAWoUxTA4jOWHofQvpwZD-K9yeG921ScVn5Rk-eW3rhIdaoq-DieIsVW6Mh9nUd7u8YmgB3CZn76ygqzm-ozz8ycuyot9AhIKM-yP2RSGv6pow1ba6udrblalHkGqTl5IVyJcf21bU-A1q5jGsZivqfZmLjVVhX-hLa7RzbUhi8bX96mpa9oVCkWIsFNpGuigig__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:22,268 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:22,334 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:04:24,988 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:25,037 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164953Z&X-Amz-Expires=3600&X-Amz-Signature=f7fd3c7a222c306acb7d3364c5ace3e38bf742b1e02c56ad89843c110bde2fe9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164993&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I1ZH%7EaLFC5S%7ECKITvLatHMxqti-jdWRyaJaIJQwPqns46Ie3xgZbyxhqbfo3u5aoWfTWRYIuC4VjYmloAY1BYleDqDQugYEjr42989crrBJdKwRLrIt9APPRwS1tD-vDbUtK0k-8ZtyphHZQtD-l7YgdJhnPQx7TZpw5uDKbHHrU5TQBy0clVj1CpApmIKorjZH5HvFKi9mgmmHqQ1ndk-UYZFGQpgQqSMpvKLr456h96EtcH7cnSQLFwEPinOXwF2YPkvcnmj7HMQ1KPog%7EBvZgQswj1KHacj3EXCxIUFh%7EEtp9N4ge1g5TOVRn8tIVY15qUwFKY-VZbng3XOtkrw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:28,690 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:28,750 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165105Z&X-Amz-Expires=3600&X-Amz-Signature=9c8a2fe4a296d7f9f72e60bb26a25975bab890b75e0ae3deaaac30c28372c6b7&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165065&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=EVBtTL63vMezPTNftqhbFVVvjrJY5eZmd8n4LEXKvVvdQW4ePjXdDlEQvHGUQYWG7hWxLz2i59xIKLZDC47lZYDxA72zLmV%7EFrdtWRqhSRmO4sLSDyjCH8M-z1TAYqOr9ew7ffOqDMEXIYLgz7JO2VDqGPUsvQzWN44NDQAo1q4AcGdmoCdCC2On9C94mS8hv3rl8gXvDn95xnt1NmFZWK5Z56UDGFWe5FTK1FklGPlCYpSJj553HRack3Uh83KGqrTNXNdSv9i-nY9nLjum-eet10EOPHPQWgW-HzdaRt4R9xZ%7E81sv4%7EWXrHn6naTuJBBO5nel7I86BMPFd5Pp4w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:30,495 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:30,552 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164910Z&X-Amz-Expires=3600&X-Amz-Signature=7d796df1f99337c9382655ee00a0d8f2fa90c55a6cb30895450850855c6bcc1c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164950&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vN-Ggabl0DGtdHFkE5Clm606imHbEOHGm1MniPE7Rxpks3KYXgDgx40%7EZ8B%7EK9Y-D2pl7gCulBnTz4I3%7ElrS0h3MvOzj0jLi3096N2yL5Ma%7E0n%7Epb3H-PuQ-o-SvLVH9VLyclTqM0RA68JZ232x8hAAjVPVtymJJ1JyrTE5SAT01F5UZOA6s4oQsRYHXR%7Ejy%7E3RJsZLXYwGrX%7EaVCwRf3CDkvGSCLWE0T2B5T-IVKb27BAgzYpU6pSyU0TRaX02zgFAskKB6YFqlF8eC5FVUFi6l21emo8IebNW4MQypVTtMRILJOSLfQqCKp8JRb7QHWIn3zAtWE8SqmzWlv11YTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:32,270 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:32,297 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165105Z&X-Amz-Expires=3600&X-Amz-Signature=9c8a2fe4a296d7f9f72e60bb26a25975bab890b75e0ae3deaaac30c28372c6b7&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165065&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=EVBtTL63vMezPTNftqhbFVVvjrJY5eZmd8n4LEXKvVvdQW4ePjXdDlEQvHGUQYWG7hWxLz2i59xIKLZDC47lZYDxA72zLmV%7EFrdtWRqhSRmO4sLSDyjCH8M-z1TAYqOr9ew7ffOqDMEXIYLgz7JO2VDqGPUsvQzWN44NDQAo1q4AcGdmoCdCC2On9C94mS8hv3rl8gXvDn95xnt1NmFZWK5Z56UDGFWe5FTK1FklGPlCYpSJj553HRack3Uh83KGqrTNXNdSv9i-nY9nLjum-eet10EOPHPQWgW-HzdaRt4R9xZ%7E81sv4%7EWXrHn6naTuJBBO5nel7I86BMPFd5Pp4w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:32,750 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:32,778 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164924Z&X-Amz-Expires=3600&X-Amz-Signature=1a53b0f7acdb736bfe01f4286cbb84faad56abc8878ee3673e08e118a3b7ab3c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164964&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ORwFy65TRAwZjsWcXcOGDem9Sazqd2Nt1qUNN5o99ywG9Q63ZYEj6Jk3A703%7Ee0H1oQT2JQ87EjGTgtFsvzbjc9UAVrpzfLPYc5bciZJOSvEnGCvRefzAGabGPkdfIO6Zic06KSy4-cR7cDd97Iol5jKlr%7EEM1Ime72ZE0p%7EptarJn9GdtsbXwont3e2vZSW3NSGytF7YMixFGWI1Uk9cv30T%7EVMQJz4cQ1hoyrDm4xdEsImnUu1g4LsECnjQE2Zd4GgdkY86MyKGBx-9qhZ6NC0JXIOkvs1h%7EsSQ%7EFNuTq3YnWhCBU7cKtqN6J8mkEGasuLczTjdzcqqt9mPj9Qhw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:34,564 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:34,593 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164856Z&X-Amz-Expires=3600&X-Amz-Signature=b098fd544980e399444b4703e278b94f81964ba5702db39bb7f82dabe97f8bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164936&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=fOeZU2NZ6ZtK1uS4LNagqtyR2zWXVB18ot9ee9d-d6GTWiHLjtAMXknsJoNt2uzkVbe1WHxkUbHWuPLCilzY0ax2a6yX%7ERNbKDph%7E2KblYrf0Qs6d2KjgObSCcUKCjgFTFybZGUWmvygTWqIp6oxAWoUxTA4jOWHofQvpwZD-K9yeG921ScVn5Rk-eW3rhIdaoq-DieIsVW6Mh9nUd7u8YmgB3CZn76ygqzm-ozz8ycuyot9AhIKM-yP2RSGv6pow1ba6udrblalHkGqTl5IVyJcf21bU-A1q5jGsZivqfZmLjVVhX-hLa7RzbUhi8bX96mpa9oVCkWIsFNpGuigig__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:35,010 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:35,037 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:04:35,427 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:35,458 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:35,841 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:35,868 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:36,521 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:36,550 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164951Z&X-Amz-Expires=3600&X-Amz-Signature=146ed1281884a4e6e2b5009c86ab59907b57acb0354ea873f2f032132be83d1d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164991&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=U3PFdTaPhqPoMohi3mGoyl1dCb4KS3x0u4JsgNrOn0idctpoOrx778pIDxFt-rNQVRL8V9g1E5Sn3F4UGxoR%7Eg3KTxLEydCUZ8AqUAP1YM0KMNBJ2QJX%7EyExfWrVtnSxoJ55hv0FcM5C535WGfj2qb97FkRznNmAQunvZfkmDGwb3HJbtq%7EgWJqR4aKfLJ3F3ULT9iBwx0o-grsW%7E6agjFCVklgJv2u4GRkJSebh%7EF5Y5yKqJKdKEbmox-CHsEzmOPlZV6-PsAO4FnlacRONNALTsnbXO5%7E2Tf1gNFEGx8s4Pcm061V8gAC9qzvQZItSwEygSinu9YCQdF4rdb1BLQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:38,567 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:38,596 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164953Z&X-Amz-Expires=3600&X-Amz-Signature=f7fd3c7a222c306acb7d3364c5ace3e38bf742b1e02c56ad89843c110bde2fe9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164993&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I1ZH%7EaLFC5S%7ECKITvLatHMxqti-jdWRyaJaIJQwPqns46Ie3xgZbyxhqbfo3u5aoWfTWRYIuC4VjYmloAY1BYleDqDQugYEjr42989crrBJdKwRLrIt9APPRwS1tD-vDbUtK0k-8ZtyphHZQtD-l7YgdJhnPQx7TZpw5uDKbHHrU5TQBy0clVj1CpApmIKorjZH5HvFKi9mgmmHqQ1ndk-UYZFGQpgQqSMpvKLr456h96EtcH7cnSQLFwEPinOXwF2YPkvcnmj7HMQ1KPog%7EBvZgQswj1KHacj3EXCxIUFh%7EEtp9N4ge1g5TOVRn8tIVY15qUwFKY-VZbng3XOtkrw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:38,944 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:38,972 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164922Z&X-Amz-Expires=3600&X-Amz-Signature=0ef9f98eae63daf38e7cbd30eb36b2b3b992f78c48eb06f089df450889fd9771&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164962&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qqb0xNSHKl%7Exm7lSTlkZux6I-zFigiR4q6C0a5sV7d%7EKB71pNy8soWVxnHRjb4ujuCYpu5JqGEO%7Echmji47jhu8NF3yFwGA9TPqM5OneWIvA1P1sBLNO9pPVEoFKDIzxm4hvxIm6J%7EXdwbPM4pysT%7EylmKtjpxlnyRmLc3aAyNkTImLgEJvW67ZAJ7dBY7KzESXO4HHvPh4jMtKqw-LiIE0CuInU2pQDvm40VYVSoTI7GINgt4qr5y7ysAehZ1I4PmvJwSaPr9KupTIGQpYugtEhhd--GMO1qOHLh0XPt8IYwTA8GNuwOZlv7EdkOFjEL7fq6md8wzeth%7EKsfFRI7A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:39,367 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:39,395 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164830Z&X-Amz-Expires=3600&X-Amz-Signature=d9710b51534f046c9b5a69add0b62156182c9aa44d7d10f26517ecab728a7bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164910&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=RsdgA7YrqukMmZlfXbiZKPAcjAn6rSzGOYIX%7EzNCQK0RSzvShEQT-cVH-xMpZ4xlHtK9NTNF%7E1%7EEn6h81xgnSKFLevVBaK03Rl2XuGqu08HlGKTeiH7YvpsN1UACH8Nr5I5WWSGCGgd3TubnEm6H3XvhtUKxzEpZc0l1%7EWaHc6IlTPjAQhD7rP7KRWDn6drLGu8BtRxngr7S4lzXgidtrnBtgS9w35X961JvuJ3uuasT-paT5jpH0e9OdvyuRKf%7EZRWGZl95eay4lfevt0uNxxMQP-ea2cxOsUtpyLbZMs4G0IjDFkuFUwGr%7EAyD4Ko04VwmKrsZjbFtiyuloS-15w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:39,768 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:39,796 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:04:41,782 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:41,810 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164834Z&X-Amz-Expires=3600&X-Amz-Signature=52f0589a2a77a0f18376f129eac344f12823df56d79df219c8ea791a56059728&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164914&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=iCa4I8zZpL-o%7EQvwKCa5eMli7HuzW-FvmVvr6D9NDMgaIQhu1Vn-9YONWVytTl2IbgpCUaLocq0M8idCpxqRLippI2ZU6EjUqaIxLtU7mrMOsWwzzV%7EdPD15PRHEdjhArjptV-m9Zq-bkL7IQgct2gByeaC8o8CcGUwoGXGXxAnMRV1G74hUYSaTy4c2WI2DqkolnoTK9naoHDK1DqQ1HcvxOk-SOhU4FRlGkDbAjyoZoe6AljxuufNt1Z%7EEgEwJenO%7Es9mUNnShgPC5AJ6k9rQkmAqvIZKl7EGo%7ECSr5OCtoTthQV0NZxLRvc3cXwAuXJUF6gWGKPUYCrwTP-EuDA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:42,195 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:42,223 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164830Z&X-Amz-Expires=3600&X-Amz-Signature=d9710b51534f046c9b5a69add0b62156182c9aa44d7d10f26517ecab728a7bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164910&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=RsdgA7YrqukMmZlfXbiZKPAcjAn6rSzGOYIX%7EzNCQK0RSzvShEQT-cVH-xMpZ4xlHtK9NTNF%7E1%7EEn6h81xgnSKFLevVBaK03Rl2XuGqu08HlGKTeiH7YvpsN1UACH8Nr5I5WWSGCGgd3TubnEm6H3XvhtUKxzEpZc0l1%7EWaHc6IlTPjAQhD7rP7KRWDn6drLGu8BtRxngr7S4lzXgidtrnBtgS9w35X961JvuJ3uuasT-paT5jpH0e9OdvyuRKf%7EZRWGZl95eay4lfevt0uNxxMQP-ea2cxOsUtpyLbZMs4G0IjDFkuFUwGr%7EAyD4Ko04VwmKrsZjbFtiyuloS-15w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:42,603 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:42,631 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164834Z&X-Amz-Expires=3600&X-Amz-Signature=52f0589a2a77a0f18376f129eac344f12823df56d79df219c8ea791a56059728&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164914&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=iCa4I8zZpL-o%7EQvwKCa5eMli7HuzW-FvmVvr6D9NDMgaIQhu1Vn-9YONWVytTl2IbgpCUaLocq0M8idCpxqRLippI2ZU6EjUqaIxLtU7mrMOsWwzzV%7EdPD15PRHEdjhArjptV-m9Zq-bkL7IQgct2gByeaC8o8CcGUwoGXGXxAnMRV1G74hUYSaTy4c2WI2DqkolnoTK9naoHDK1DqQ1HcvxOk-SOhU4FRlGkDbAjyoZoe6AljxuufNt1Z%7EEgEwJenO%7Es9mUNnShgPC5AJ6k9rQkmAqvIZKl7EGo%7ECSr5OCtoTthQV0NZxLRvc3cXwAuXJUF6gWGKPUYCrwTP-EuDA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:43,040 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:43,072 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164904Z&X-Amz-Expires=3600&X-Amz-Signature=9658fb7bc1163bb7c6e86b6016f5ee0a99ac5c424163e25c315113c97c0c429f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164944&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uit2GOG9tDlzgtZGuDBRSwu9VT8mYBZJNpNPpLgKug0mi3IFWANzXcWAArQYjUpulhhz2duyXVXquDLicViP8XkyX7G3qgcS3NjgAeJm2-Pj2taP3h0ANpEmhx0adbgV4HzMjcS7-TUtqio7jRXbq4dlxFzWM9ysufCUMMHbaz6D5gnNz7Y1f25FNYkYlXNuIJsNd7rVwi1w%7EWf-rNv%7ET-O6gjvFpyNlPmUyLkk2yqYjihWozifa%7Ey6Sv5srl8d6oXYkxRLJp3hS4nhfeDRFHjXazTzPxPZCTE0fYKB%7EOD76dBZJ4aY-yZn8Tq4zt97LcC6dmw3UH8wEOqojkOdfuQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:43,481 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:43,509 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:45,507 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:45,537 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164907Z&X-Amz-Expires=3600&X-Amz-Signature=aac0613fdec64253032fafc479236254c538fcd492ab9db878971b6f3ef4e995&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164947&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=k-jTgMm0HsHqTt9QEy8vIY0KrvCPMl423iG%7E7WOfjkXNR9QGTdu5NSL78fBEsgLoeetvpWn-t7mLP7UsT9ugwFFgkiGvu-RrekLMwW8kc7boFgZvcQTb8sDbhrB-BtqGLG7wzWy1ffNIQOcJi9QlBRdI33PaJ9GrziKVbdtAhvbMnczlFMyOzg7Ezz9yH5cObsRu%7Esxx6j07UTXlKcUs7mJshfEcQqyz9Rk2U9JqxaAS-QwvZ%7E9Gm8DrGGdMWjQT9ZyaWUhe0Bq-YzKLNkj42DF6DG7%7EWTgUjxmnBP3kOkE5keyx6rXeRhK7qzn-KX1PL4hJkSoE6o-tRcLU1IFMBw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:45,899 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:45,927 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:04:46,304 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:46,331 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:04:46,696 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:46,725 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:04:48,583 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:48,612 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164847Z&X-Amz-Expires=3600&X-Amz-Signature=1a7270a4eb00fe9cda5646ffebe9e3a02e336f79aba64e0c073eac935171d677&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164927&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZqAyEpKJXF3Q8zGf3kr1emFj3aNO7zQefGyrv7W0g%7EiH7uzwsH2Zkwcm9aiSzn84v4mDgYqk-ZlfJRVX1hMMwBYDl22XRcvMrOE2RQmoTbZKV8m4NDZYJvxzjxSxS0Wt27yNpwUBEeNuQkLm-J1CPwcrRmpex2Qq-0JamhNLnTDb92U8uu2OI9nrLwG-s55REgtQxuPNAUQAd05%7Eo%7E29IWR-IXYZ5xUJ3UpKcDWgy2fVPbVrObt9laKJXDBECE0t1JBMi2j0vT2ebNkV2fKgvN7RU6kPPrOJoLrVrpfN1BAqyk3r9hgl%7EXJa2dEkO0fm8y3%7EWaKUuyyQUpkpavtcUA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:48,984 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:49,013 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:04:49,353 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:49,381 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:04:49,717 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:49,745 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:04:51,383 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:51,412 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:04:51,761 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:51,789 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164843Z&X-Amz-Expires=3600&X-Amz-Signature=8b3cc9fd6536ab6eeb767c2be1e91497fa5e9b444c235cb617b7f2be2d7e747c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164923&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=LdOeimts8e3vZqbJ9cqJQgpF17pZTA6ys45Y%7EclX4eO23K25%7EOmPPDDDMrUV18%7EMy6BGotPqkvsBN2Jxkgyhl-K-39frN3yj7u9TAin8qau8HmO3oCRD%7EqvAJdC7cUZdESAgr98bjzfJuH1lLBtXIhwAC0M1brADCAFYJkD%7E0PSLeihgerHANUab-XPciwJhkb5cZOzHjYlcvWw%7EmRCkPAnuKariWMzHAOHJw4B4fdFgriHE2fnISSRafap1r6KHmqHf2IAV88d5wl%7EFoBcsXovoSOF4W-EU%7EoL-WlyQ9YewS3qVQRacVPU4klpPNkSTl0gBtJHkf5KhhMJMHQnrww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:52,179 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:52,209 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165048Z&X-Amz-Expires=3600&X-Amz-Signature=aafd5d6186f5309e9584ca3ef00eaed7751fd4f69ede7a62178913bf2458ed28&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165048&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GsxUZaYZSUrWmcPZC6EMEOhivVCSRVTQ4MbTQPcvoYVjIH7BaATwHHrSI3SkeLfM8%7ETpE2E6nMi9V3O9r1Dy5eno-tpf8dbvJJW25TcTkIDT3kihiE%7Ex%7EB-fj5nHDmnnsHUpvNRazDKbrBeNks3NZV9b5uxCP0bjP-BUKPVfrPUMrNuyJ-vM5yb1Ostn3waU02nNLSfJFDjMi%7ED%7EYRs2d3kCBGzKrXn1Io9LcS-HP6-OgZK3UaG8JUuPVjFcVgZM-5GjwzyXE2NuDd7BMvD8dl9ad-JrFB4m3epqLaJKIbOegmHrBG-FFQcMkJrfOtd-rlDFWqosEknttn59OrTG5A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:52,548 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:52,576 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164834Z&X-Amz-Expires=3600&X-Amz-Signature=52f0589a2a77a0f18376f129eac344f12823df56d79df219c8ea791a56059728&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164914&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=iCa4I8zZpL-o%7EQvwKCa5eMli7HuzW-FvmVvr6D9NDMgaIQhu1Vn-9YONWVytTl2IbgpCUaLocq0M8idCpxqRLippI2ZU6EjUqaIxLtU7mrMOsWwzzV%7EdPD15PRHEdjhArjptV-m9Zq-bkL7IQgct2gByeaC8o8CcGUwoGXGXxAnMRV1G74hUYSaTy4c2WI2DqkolnoTK9naoHDK1DqQ1HcvxOk-SOhU4FRlGkDbAjyoZoe6AljxuufNt1Z%7EEgEwJenO%7Es9mUNnShgPC5AJ6k9rQkmAqvIZKl7EGo%7ECSr5OCtoTthQV0NZxLRvc3cXwAuXJUF6gWGKPUYCrwTP-EuDA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:54,334 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:54,361 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:54,704 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:54,732 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165308Z&X-Amz-Expires=3600&X-Amz-Signature=5eec888133448d39b31dbdef4c8b2478498b8835c56c95739b249b3212ea7d93&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165188&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uolWNtqTUeVMjL0X1p%7EbgTGrJBdoNBKY6bN2%7EkwjS%7EnRX%7ELNKe3JC6vvO7kalDTJQMPtcaajl%7EKKvJ9kl4XU%7EPUnfJmosSx5AjIU0E1fqfPj4WNawM7HglAVRSvOHGR02DJbplJyK7YFMC-iqg508mgp4kMYaS4UEaNbnoX7c%7EUrstw32A08KB6iXyxDZ4wjzSbIei-Xmu6bX%7EqfqP%7EsE2jYiWWsrkgK9V89z-g3RoMNqCnJJhC35xi%7Ey5aFDym5zEJ7lZRzFFXYr5v3ujoUJEE9V6gpj0OSMfsOCfbBkbWInG8WaN-5jjHt9DqUTdt1b-oLIUPR8u5TLmtBB0%7Etkg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:55,140 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:55,169 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:56,879 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:56,906 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:57,487 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:57,517 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165048Z&X-Amz-Expires=3600&X-Amz-Signature=aafd5d6186f5309e9584ca3ef00eaed7751fd4f69ede7a62178913bf2458ed28&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165048&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GsxUZaYZSUrWmcPZC6EMEOhivVCSRVTQ4MbTQPcvoYVjIH7BaATwHHrSI3SkeLfM8%7ETpE2E6nMi9V3O9r1Dy5eno-tpf8dbvJJW25TcTkIDT3kihiE%7Ex%7EB-fj5nHDmnnsHUpvNRazDKbrBeNks3NZV9b5uxCP0bjP-BUKPVfrPUMrNuyJ-vM5yb1Ostn3waU02nNLSfJFDjMi%7ED%7EYRs2d3kCBGzKrXn1Io9LcS-HP6-OgZK3UaG8JUuPVjFcVgZM-5GjwzyXE2NuDd7BMvD8dl9ad-JrFB4m3epqLaJKIbOegmHrBG-FFQcMkJrfOtd-rlDFWqosEknttn59OrTG5A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:57,862 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:57,892 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:04:58,296 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:04:58,325 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:00,055 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:00,084 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164843Z&X-Amz-Expires=3600&X-Amz-Signature=8b3cc9fd6536ab6eeb767c2be1e91497fa5e9b444c235cb617b7f2be2d7e747c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164923&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=LdOeimts8e3vZqbJ9cqJQgpF17pZTA6ys45Y%7EclX4eO23K25%7EOmPPDDDMrUV18%7EMy6BGotPqkvsBN2Jxkgyhl-K-39frN3yj7u9TAin8qau8HmO3oCRD%7EqvAJdC7cUZdESAgr98bjzfJuH1lLBtXIhwAC0M1brADCAFYJkD%7E0PSLeihgerHANUab-XPciwJhkb5cZOzHjYlcvWw%7EmRCkPAnuKariWMzHAOHJw4B4fdFgriHE2fnISSRafap1r6KHmqHf2IAV88d5wl%7EFoBcsXovoSOF4W-EU%7EoL-WlyQ9YewS3qVQRacVPU4klpPNkSTl0gBtJHkf5KhhMJMHQnrww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:00,433 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:00,462 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165308Z&X-Amz-Expires=3600&X-Amz-Signature=5eec888133448d39b31dbdef4c8b2478498b8835c56c95739b249b3212ea7d93&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165188&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uolWNtqTUeVMjL0X1p%7EbgTGrJBdoNBKY6bN2%7EkwjS%7EnRX%7ELNKe3JC6vvO7kalDTJQMPtcaajl%7EKKvJ9kl4XU%7EPUnfJmosSx5AjIU0E1fqfPj4WNawM7HglAVRSvOHGR02DJbplJyK7YFMC-iqg508mgp4kMYaS4UEaNbnoX7c%7EUrstw32A08KB6iXyxDZ4wjzSbIei-Xmu6bX%7EqfqP%7EsE2jYiWWsrkgK9V89z-g3RoMNqCnJJhC35xi%7Ey5aFDym5zEJ7lZRzFFXYr5v3ujoUJEE9V6gpj0OSMfsOCfbBkbWInG8WaN-5jjHt9DqUTdt1b-oLIUPR8u5TLmtBB0%7Etkg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:00,806 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:00,836 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:02,591 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:02,618 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:02,978 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:03,006 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:03,368 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:03,397 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165105Z&X-Amz-Expires=3600&X-Amz-Signature=9c8a2fe4a296d7f9f72e60bb26a25975bab890b75e0ae3deaaac30c28372c6b7&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165065&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=EVBtTL63vMezPTNftqhbFVVvjrJY5eZmd8n4LEXKvVvdQW4ePjXdDlEQvHGUQYWG7hWxLz2i59xIKLZDC47lZYDxA72zLmV%7EFrdtWRqhSRmO4sLSDyjCH8M-z1TAYqOr9ew7ffOqDMEXIYLgz7JO2VDqGPUsvQzWN44NDQAo1q4AcGdmoCdCC2On9C94mS8hv3rl8gXvDn95xnt1NmFZWK5Z56UDGFWe5FTK1FklGPlCYpSJj553HRack3Uh83KGqrTNXNdSv9i-nY9nLjum-eet10EOPHPQWgW-HzdaRt4R9xZ%7E81sv4%7EWXrHn6naTuJBBO5nel7I86BMPFd5Pp4w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:03,739 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:03,769 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:05,480 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:05,508 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164907Z&X-Amz-Expires=3600&X-Amz-Signature=aac0613fdec64253032fafc479236254c538fcd492ab9db878971b6f3ef4e995&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164947&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=k-jTgMm0HsHqTt9QEy8vIY0KrvCPMl423iG%7E7WOfjkXNR9QGTdu5NSL78fBEsgLoeetvpWn-t7mLP7UsT9ugwFFgkiGvu-RrekLMwW8kc7boFgZvcQTb8sDbhrB-BtqGLG7wzWy1ffNIQOcJi9QlBRdI33PaJ9GrziKVbdtAhvbMnczlFMyOzg7Ezz9yH5cObsRu%7Esxx6j07UTXlKcUs7mJshfEcQqyz9Rk2U9JqxaAS-QwvZ%7E9Gm8DrGGdMWjQT9ZyaWUhe0Bq-YzKLNkj42DF6DG7%7EWTgUjxmnBP3kOkE5keyx6rXeRhK7qzn-KX1PL4hJkSoE6o-tRcLU1IFMBw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:05,866 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:05,895 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:06,286 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:06,314 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164903Z&X-Amz-Expires=3600&X-Amz-Signature=228b089ee4e8da375a115e1a81344059fd7bbb3532d81ad77c0fb976b1a1ae17&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164943&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ey2ICn-CEt229scXoJixqP2HyinKCnNPMJd3a1pehyRjGqSL8vEl13AisXavlH-rMwl0j8nu2bVQhiLKuCtEtE3OSvkyHc1P%7EyjluVn7cTDUDJ4D1ALipFzY4ExUECVK8kRFvkwa2vDvzxu%7EFkdIM8EcjYd91OXWPHyGf2iThsLpexWctnxlxMEN5PLuLmEswYqldUHciIjn46450KfVgTpUi4bswmNThI1MrvqkOQmMw1cQGJWX9XEzXTUsl9BdmmvnievVWs1-awvOz4bBooYS45ifFQxu%7E006bRsdUObcUDeLlnsHnZ8opEQqSemvz2T2c9TTryX9ckw7MDF0%7Eg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:06,651 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:06,681 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:08,424 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:08,453 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:09,055 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:09,083 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164951Z&X-Amz-Expires=3600&X-Amz-Signature=146ed1281884a4e6e2b5009c86ab59907b57acb0354ea873f2f032132be83d1d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164991&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=U3PFdTaPhqPoMohi3mGoyl1dCb4KS3x0u4JsgNrOn0idctpoOrx778pIDxFt-rNQVRL8V9g1E5Sn3F4UGxoR%7Eg3KTxLEydCUZ8AqUAP1YM0KMNBJ2QJX%7EyExfWrVtnSxoJ55hv0FcM5C535WGfj2qb97FkRznNmAQunvZfkmDGwb3HJbtq%7EgWJqR4aKfLJ3F3ULT9iBwx0o-grsW%7E6agjFCVklgJv2u4GRkJSebh%7EF5Y5yKqJKdKEbmox-CHsEzmOPlZV6-PsAO4FnlacRONNALTsnbXO5%7E2Tf1gNFEGx8s4Pcm061V8gAC9qzvQZItSwEygSinu9YCQdF4rdb1BLQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:09,468 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:09,496 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:09,871 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:09,900 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:10,244 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:10,273 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165105Z&X-Amz-Expires=3600&X-Amz-Signature=9c8a2fe4a296d7f9f72e60bb26a25975bab890b75e0ae3deaaac30c28372c6b7&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165065&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=EVBtTL63vMezPTNftqhbFVVvjrJY5eZmd8n4LEXKvVvdQW4ePjXdDlEQvHGUQYWG7hWxLz2i59xIKLZDC47lZYDxA72zLmV%7EFrdtWRqhSRmO4sLSDyjCH8M-z1TAYqOr9ew7ffOqDMEXIYLgz7JO2VDqGPUsvQzWN44NDQAo1q4AcGdmoCdCC2On9C94mS8hv3rl8gXvDn95xnt1NmFZWK5Z56UDGFWe5FTK1FklGPlCYpSJj553HRack3Uh83KGqrTNXNdSv9i-nY9nLjum-eet10EOPHPQWgW-HzdaRt4R9xZ%7E81sv4%7EWXrHn6naTuJBBO5nel7I86BMPFd5Pp4w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:10,667 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:10,697 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164922Z&X-Amz-Expires=3600&X-Amz-Signature=0ef9f98eae63daf38e7cbd30eb36b2b3b992f78c48eb06f089df450889fd9771&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164962&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qqb0xNSHKl%7Exm7lSTlkZux6I-zFigiR4q6C0a5sV7d%7EKB71pNy8soWVxnHRjb4ujuCYpu5JqGEO%7Echmji47jhu8NF3yFwGA9TPqM5OneWIvA1P1sBLNO9pPVEoFKDIzxm4hvxIm6J%7EXdwbPM4pysT%7EylmKtjpxlnyRmLc3aAyNkTImLgEJvW67ZAJ7dBY7KzESXO4HHvPh4jMtKqw-LiIE0CuInU2pQDvm40VYVSoTI7GINgt4qr5y7ysAehZ1I4PmvJwSaPr9KupTIGQpYugtEhhd--GMO1qOHLh0XPt8IYwTA8GNuwOZlv7EdkOFjEL7fq6md8wzeth%7EKsfFRI7A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:11,085 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:11,114 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:11,481 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:11,509 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165308Z&X-Amz-Expires=3600&X-Amz-Signature=5eec888133448d39b31dbdef4c8b2478498b8835c56c95739b249b3212ea7d93&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165188&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uolWNtqTUeVMjL0X1p%7EbgTGrJBdoNBKY6bN2%7EkwjS%7EnRX%7ELNKe3JC6vvO7kalDTJQMPtcaajl%7EKKvJ9kl4XU%7EPUnfJmosSx5AjIU0E1fqfPj4WNawM7HglAVRSvOHGR02DJbplJyK7YFMC-iqg508mgp4kMYaS4UEaNbnoX7c%7EUrstw32A08KB6iXyxDZ4wjzSbIei-Xmu6bX%7EqfqP%7EsE2jYiWWsrkgK9V89z-g3RoMNqCnJJhC35xi%7Ey5aFDym5zEJ7lZRzFFXYr5v3ujoUJEE9V6gpj0OSMfsOCfbBkbWInG8WaN-5jjHt9DqUTdt1b-oLIUPR8u5TLmtBB0%7Etkg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:13,435 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:13,465 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164830Z&X-Amz-Expires=3600&X-Amz-Signature=d9710b51534f046c9b5a69add0b62156182c9aa44d7d10f26517ecab728a7bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164910&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=RsdgA7YrqukMmZlfXbiZKPAcjAn6rSzGOYIX%7EzNCQK0RSzvShEQT-cVH-xMpZ4xlHtK9NTNF%7E1%7EEn6h81xgnSKFLevVBaK03Rl2XuGqu08HlGKTeiH7YvpsN1UACH8Nr5I5WWSGCGgd3TubnEm6H3XvhtUKxzEpZc0l1%7EWaHc6IlTPjAQhD7rP7KRWDn6drLGu8BtRxngr7S4lzXgidtrnBtgS9w35X961JvuJ3uuasT-paT5jpH0e9OdvyuRKf%7EZRWGZl95eay4lfevt0uNxxMQP-ea2cxOsUtpyLbZMs4G0IjDFkuFUwGr%7EAyD4Ko04VwmKrsZjbFtiyuloS-15w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:13,844 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:13,874 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164940Z&X-Amz-Expires=3600&X-Amz-Signature=310c7bcd2db700084b82dce4d141b4412aa90f4e4dc4ff26bb517785812cbca3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164980&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=P9iYn0qfBeIaF6rVqK0gnrRDR2VTqQa36ObsIeijRaNOpRLcCNKaW8u415y6qrjo6zBnQcwCpijnLMJJioEty7THWL4KuC0I1cetgr%7E3zMI0PbFvqI1mEeqIy1pHEzQFW9dsfcLpowFk0wc8LYyfIxnF4RqnejRUBNNvN9vXENZmreF7JWlGrSwbGDmLpEj3JNzdU-c1OSnAj6wyStkBEWV0OtYaDMhtKOC3qPCWG6DV7OZlRXXWyswGQBpPoZPkYqPjtYzVLldglQe8A%7EgUaE2q4dconqvW3-i-74zIQCMdzZ0kbOEsalvSPXZ7NSAFgIYI3pGEcIGl3GmADKHlbQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:14,263 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:14,293 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164836Z&X-Amz-Expires=3600&X-Amz-Signature=64ba0fb3b82944dfad9cb3e0f88ce25685fea606a7e2da8f706fcc944980e272&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164916&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=E53hRFcTDwAppJv37lB2xc%7Eyjvlxo2DX04mSwb9Il5VK3b8swJ%7EGKVKLXxUsNLkQqWhz9C5px3Q0D303vSQfEkEDtZnoW%7EJpWLhL5uHlC-lvMnhvZkUn0Worj0AGfN6TPWKUU68mYhwIyo-Pab6a0l9iHrsEKbTyp-9v2Ja86SdQuPFSslNXQnFTNDD8RuCiPszuhAd1pRkOPJXHyBCjTrzatTBY9VtH1w1p0wJrdj8-N%7EL0qv9g603aGUn0JH1k7AnaLNK6JmlpHitgXZa%7Ec%7EN%7ET-FC-5AOtJN-gTNjwcd6w%7EERexCB7A4CQ3jxad8xWHsu9LlM6KblA5bKZYSAow__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:14,709 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:14,737 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164948Z&X-Amz-Expires=3600&X-Amz-Signature=72927c204cf5d05d66b4ae6cb6c92dd3acd3652eecf835e959edf03835c4f608&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164988&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Oo7DLCqZkWdW7uKIjZHI5XBsqBlnf9NvL22FcRUsHsgYrt0UmXkirpxeqb6IyPxbNWIuz1c-BlxAWJJNAmW0egxBdGK8JHwWfbrr37q3D9kuueif-t8nEgqEitYDqx80Jp0HtXoBoQ7hOfehFANbrmveeWezOGCVUGKEDJiU1DRrlLhhu9ea%7E2-ecwuWLMwqpHrborZQ-Js9wOcN0TpQEWPk%7Efx9LrbhiGiJ39QzhGa4NNNX1%7EG0zG93sApIbfGapHHGBmfrmiMXHx3mVOM6-b56SUiGJlCmGTvZfGlNsh7eO-uSbggfBI4JnJ5zfiG2VAAaE3gMGCCmekPaKW-Mrg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:15,165 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:15,193 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:15,609 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:15,639 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:16,079 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:16,112 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:16,559 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:16,586 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:17,012 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:17,043 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:17,468 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:17,496 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:17,882 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:17,911 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:18,304 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:18,332 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:18,701 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:18,729 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:20,903 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:20,930 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164926Z&X-Amz-Expires=3600&X-Amz-Signature=44f67da82abd048d8f1be759caa5365112719b3561e8c1c712cd744d02bb717a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164966&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=jxXe2l%7Ef5PmduF7IyXap1k1HzYVzq9YxsQYqzAz0OGBk5S-XOTQ4RuZ8kIOofahzny3O2yBec-ash%7EC4X1s5qr4SZWO-g8cbKhxu1txqdrEx8AQ6Okjmc67eYyFgMY%7Eko1-Sc7SUSVsjTlW-LLVUQQZLQFxOGMUljTwhGCgZBxpYcdGl%7EyWaGBEsKrbpKPY0wU%7EX4D5gyt4jM90n%7E9kDbHH9wLAGujh56ZJAYVGa%7EkLRbrlfA%7EL9%7ECjYNXd0l9%7ETfBJjJUVU1q-cWtulo9yu%7ElRxkzpwBCyZbJ1ZbOZbCsJguTvMxsM0ID58NQl2tUQR1d5w4FTj4MJSjjnH8yY5jg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:21,358 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:21,387 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164933Z&X-Amz-Expires=3600&X-Amz-Signature=62ca9a42d88cca67e42df582f4f1ff0996cd8f1ff880830f45c8e0863c320039&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164973&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TWbJLw4S30WOtcm26UNCEMhMJZx3vmGba-kx4yaEuLYzkuUszIOOsOmopEh4D2bXZb9TRlXk-6%7ErMc-HnrHiW2oIRxSj2wM48SQKhC%7EF7tw9MdQ9yUQsPXNhDTJ1cSaFbW8wO4C92cUJXfyrskCNcUJRYR6lffN4YiQ8t%7EYQDZ%7ELTFgweCGvzV1JKDvNK55nv1M3HTCjaEWfFfYlu97lEK1Zs6uFMsn2lhTAKXPd4C%7EaZs9KxCfyHnP9eB7nSSUu-iQtoxPcCBwk4dJ0IdHltk6RRm7k7qvuwl6JIpizyh%7EbdPr9ba1ayGMcJKn3WVEra8ygEpp9d3mYgDkgqVi4Jw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:21,845 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:21,874 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164836Z&X-Amz-Expires=3600&X-Amz-Signature=64ba0fb3b82944dfad9cb3e0f88ce25685fea606a7e2da8f706fcc944980e272&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164916&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=E53hRFcTDwAppJv37lB2xc%7Eyjvlxo2DX04mSwb9Il5VK3b8swJ%7EGKVKLXxUsNLkQqWhz9C5px3Q0D303vSQfEkEDtZnoW%7EJpWLhL5uHlC-lvMnhvZkUn0Worj0AGfN6TPWKUU68mYhwIyo-Pab6a0l9iHrsEKbTyp-9v2Ja86SdQuPFSslNXQnFTNDD8RuCiPszuhAd1pRkOPJXHyBCjTrzatTBY9VtH1w1p0wJrdj8-N%7EL0qv9g603aGUn0JH1k7AnaLNK6JmlpHitgXZa%7Ec%7EN%7ET-FC-5AOtJN-gTNjwcd6w%7EERexCB7A4CQ3jxad8xWHsu9LlM6KblA5bKZYSAow__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:22,222 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:22,282 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:22,756 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:22,786 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:23,204 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:23,232 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:23,665 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:23,693 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:24,115 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:24,143 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165000Z&X-Amz-Expires=3600&X-Amz-Signature=265567c42d4d3684b8d90591704f9f16f83020b48b0d5100aa75f11afe3d430a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165000&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=q6u3CGwZXTLZ4tYbtx9DyN1tRCIRZi6wSeK3a8pCQuitQkFPuiEPGQYs3Wm5PbfV3zxKUh38P61p76TcQApnmLMGGYx0MqYv38UcLrlznQaw%7EMaepktsG%7EB43oL5WldIzhoqSxNO5KLINB0I8UAhkIAPtcH7hb51Aio5VGNEWMBKfMleobg10wVUG9CQRBCZm%7EO4PzSeMHZ82I%7Eb5sTBk6tiMYvO1%7EmEqleODWOSswCF7BpXJuXgd0Bx8nVVK27KSWsetIScidCRZZVuO-WN1zLXlEaasCb4Z1J7KoGVXTT5Dd0ihFPOS0niGGDmwvtAYrL8HJP4lt22zCfruXDJwA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:24,534 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:24,562 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165000Z&X-Amz-Expires=3600&X-Amz-Signature=265567c42d4d3684b8d90591704f9f16f83020b48b0d5100aa75f11afe3d430a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165000&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=q6u3CGwZXTLZ4tYbtx9DyN1tRCIRZi6wSeK3a8pCQuitQkFPuiEPGQYs3Wm5PbfV3zxKUh38P61p76TcQApnmLMGGYx0MqYv38UcLrlznQaw%7EMaepktsG%7EB43oL5WldIzhoqSxNO5KLINB0I8UAhkIAPtcH7hb51Aio5VGNEWMBKfMleobg10wVUG9CQRBCZm%7EO4PzSeMHZ82I%7Eb5sTBk6tiMYvO1%7EmEqleODWOSswCF7BpXJuXgd0Bx8nVVK27KSWsetIScidCRZZVuO-WN1zLXlEaasCb4Z1J7KoGVXTT5Dd0ihFPOS0niGGDmwvtAYrL8HJP4lt22zCfruXDJwA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:24,936 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:24,965 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:25,316 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:25,346 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164911Z&X-Amz-Expires=3600&X-Amz-Signature=5b0f708b22e568efd4e49bc642f073030c3a54f6f04ee91639200fc52503810c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164951&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Cmqx2UJJ9pvpvFe4X72TN5bqATvAkROk-WJYTevB1G9ahGOrIuHKaUSJPyplm1Cxm78nzEOSYXCQkkg66ZeFmlyHo4CqRjZgIXTAH%7EBYQ-GAtWvWoZqc8hOgpJRN9BU0JkxnCvVagI3MD0squGU8XOon9hNUBc3022tU6iFbG4jkFHFROcpnIl-bh0pQPRnZOOlCIRUAL-OVFVPnWlT9UFVT8VE6BibxJfBLd9qsKR50tzw-L3Q2I850gS4TdRKTNvYtsSxd2cqhWYdQImSxZjtwUmB62a6rmZ5SuwpKQAn1A34kjeQjxCZGhHeNYmxaXkyDehsywLMBjiP955OsUg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:25,708 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:25,737 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164946Z&X-Amz-Expires=3600&X-Amz-Signature=d201c252ff82b15e08318ad752d2bede31b87efd6d20c64e7f2bdf32cb956c97&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164986&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=R7KilVJxDsxFZpscSdDLDFnOE2pgfrPqLgaJNXrss-SerwcOJiiXWDjn-aMXbdJ3G1exoVxzszI5sZPfu3sey3YvVCMZRHHKwm-9FSW9DJXpfOxvCwmwxy7UgVJoEbzuWZqbbKKuySAeLTx6Twa%7EFjUeSUwEoa1OhubyVlK0yYTRwVa6NNIP-06qPjzUNdgYfVB7EP-dgBhlSLjWbuyJ3PwkOwhOZSlXeYAzkZDf%7Eiw0bzlacCPSEWZRo5MVwhRadQmghskcREXpMVWZVuIi124xrD8lPkJ1jVWVfC-qq7ymaPMuuZMuGc6dqE9-1Gsb8zHmFn7H9LjScutf-KT2Ww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:26,105 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:26,147 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165321Z&X-Amz-Expires=3600&X-Amz-Signature=5d00390cc2dbe30a35574d650a82d92ee9120b4a8702d36c0805415c78f3a95e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165201&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTIwMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=mZjfqjoyOgvovT3bGsMYEqHEZPmxnY0R3twmTWElygaFaTiIH8RwomP9lEhUbf6Vi54jzAlOjtQ3Df4-W%7EiT78an3NbYpTQBpmBJwHxquGl%7EmtISsXpn-4L6IxhZD2aMHkDrNd%7EwLFi-c6PfK0xmCUoPulOlFtZa3BABHiIahWFQmVdpvPi4K52mbf3FADnQMx275XuHqiG5OvVz-WzZNWvmhGgSuNgnjT63Dkx-TZfT5NtTpSA1mj0t%7E3JDvHmD17PJkDoRIsZUlNwgW7ZH-vQ1FDWJrFu0SIG1IqwN85ohUVbNCXjTok4u4T232gBampIBBHPk72R5S1qMder7Cw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:28,369 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:28,397 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:28,752 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:28,780 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164926Z&X-Amz-Expires=3600&X-Amz-Signature=44f67da82abd048d8f1be759caa5365112719b3561e8c1c712cd744d02bb717a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164966&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=jxXe2l%7Ef5PmduF7IyXap1k1HzYVzq9YxsQYqzAz0OGBk5S-XOTQ4RuZ8kIOofahzny3O2yBec-ash%7EC4X1s5qr4SZWO-g8cbKhxu1txqdrEx8AQ6Okjmc67eYyFgMY%7Eko1-Sc7SUSVsjTlW-LLVUQQZLQFxOGMUljTwhGCgZBxpYcdGl%7EyWaGBEsKrbpKPY0wU%7EX4D5gyt4jM90n%7E9kDbHH9wLAGujh56ZJAYVGa%7EkLRbrlfA%7EL9%7ECjYNXd0l9%7ETfBJjJUVU1q-cWtulo9yu%7ElRxkzpwBCyZbJ1ZbOZbCsJguTvMxsM0ID58NQl2tUQR1d5w4FTj4MJSjjnH8yY5jg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:29,144 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:29,173 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:29,576 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:29,605 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:29,946 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:29,974 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165321Z&X-Amz-Expires=3600&X-Amz-Signature=5d00390cc2dbe30a35574d650a82d92ee9120b4a8702d36c0805415c78f3a95e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165201&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTIwMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=mZjfqjoyOgvovT3bGsMYEqHEZPmxnY0R3twmTWElygaFaTiIH8RwomP9lEhUbf6Vi54jzAlOjtQ3Df4-W%7EiT78an3NbYpTQBpmBJwHxquGl%7EmtISsXpn-4L6IxhZD2aMHkDrNd%7EwLFi-c6PfK0xmCUoPulOlFtZa3BABHiIahWFQmVdpvPi4K52mbf3FADnQMx275XuHqiG5OvVz-WzZNWvmhGgSuNgnjT63Dkx-TZfT5NtTpSA1mj0t%7E3JDvHmD17PJkDoRIsZUlNwgW7ZH-vQ1FDWJrFu0SIG1IqwN85ohUVbNCXjTok4u4T232gBampIBBHPk72R5S1qMder7Cw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:30,341 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:30,369 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:30,732 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:30,761 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164940Z&X-Amz-Expires=3600&X-Amz-Signature=310c7bcd2db700084b82dce4d141b4412aa90f4e4dc4ff26bb517785812cbca3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164980&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=P9iYn0qfBeIaF6rVqK0gnrRDR2VTqQa36ObsIeijRaNOpRLcCNKaW8u415y6qrjo6zBnQcwCpijnLMJJioEty7THWL4KuC0I1cetgr%7E3zMI0PbFvqI1mEeqIy1pHEzQFW9dsfcLpowFk0wc8LYyfIxnF4RqnejRUBNNvN9vXENZmreF7JWlGrSwbGDmLpEj3JNzdU-c1OSnAj6wyStkBEWV0OtYaDMhtKOC3qPCWG6DV7OZlRXXWyswGQBpPoZPkYqPjtYzVLldglQe8A%7EgUaE2q4dconqvW3-i-74zIQCMdzZ0kbOEsalvSPXZ7NSAFgIYI3pGEcIGl3GmADKHlbQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:31,121 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:31,149 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:31,499 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:31,528 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:31,921 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:31,950 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164834Z&X-Amz-Expires=3600&X-Amz-Signature=52f0589a2a77a0f18376f129eac344f12823df56d79df219c8ea791a56059728&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164914&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=iCa4I8zZpL-o%7EQvwKCa5eMli7HuzW-FvmVvr6D9NDMgaIQhu1Vn-9YONWVytTl2IbgpCUaLocq0M8idCpxqRLippI2ZU6EjUqaIxLtU7mrMOsWwzzV%7EdPD15PRHEdjhArjptV-m9Zq-bkL7IQgct2gByeaC8o8CcGUwoGXGXxAnMRV1G74hUYSaTy4c2WI2DqkolnoTK9naoHDK1DqQ1HcvxOk-SOhU4FRlGkDbAjyoZoe6AljxuufNt1Z%7EEgEwJenO%7Es9mUNnShgPC5AJ6k9rQkmAqvIZKl7EGo%7ECSr5OCtoTthQV0NZxLRvc3cXwAuXJUF6gWGKPUYCrwTP-EuDA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:32,316 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:32,344 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:32,728 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:32,756 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:34,963 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:34,990 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:35,562 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:35,591 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:35,973 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:36,002 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:36,359 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:36,387 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:36,752 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:36,781 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:37,159 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:37,189 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:37,584 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:37,614 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:37,990 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:38,019 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:38,391 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:38,419 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:38,797 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:38,825 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:39,196 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:39,225 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:39,597 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:39,626 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164834Z&X-Amz-Expires=3600&X-Amz-Signature=52f0589a2a77a0f18376f129eac344f12823df56d79df219c8ea791a56059728&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164914&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=iCa4I8zZpL-o%7EQvwKCa5eMli7HuzW-FvmVvr6D9NDMgaIQhu1Vn-9YONWVytTl2IbgpCUaLocq0M8idCpxqRLippI2ZU6EjUqaIxLtU7mrMOsWwzzV%7EdPD15PRHEdjhArjptV-m9Zq-bkL7IQgct2gByeaC8o8CcGUwoGXGXxAnMRV1G74hUYSaTy4c2WI2DqkolnoTK9naoHDK1DqQ1HcvxOk-SOhU4FRlGkDbAjyoZoe6AljxuufNt1Z%7EEgEwJenO%7Es9mUNnShgPC5AJ6k9rQkmAqvIZKl7EGo%7ECSr5OCtoTthQV0NZxLRvc3cXwAuXJUF6gWGKPUYCrwTP-EuDA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:41,875 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:41,903 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165000Z&X-Amz-Expires=3600&X-Amz-Signature=265567c42d4d3684b8d90591704f9f16f83020b48b0d5100aa75f11afe3d430a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165000&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=q6u3CGwZXTLZ4tYbtx9DyN1tRCIRZi6wSeK3a8pCQuitQkFPuiEPGQYs3Wm5PbfV3zxKUh38P61p76TcQApnmLMGGYx0MqYv38UcLrlznQaw%7EMaepktsG%7EB43oL5WldIzhoqSxNO5KLINB0I8UAhkIAPtcH7hb51Aio5VGNEWMBKfMleobg10wVUG9CQRBCZm%7EO4PzSeMHZ82I%7Eb5sTBk6tiMYvO1%7EmEqleODWOSswCF7BpXJuXgd0Bx8nVVK27KSWsetIScidCRZZVuO-WN1zLXlEaasCb4Z1J7KoGVXTT5Dd0ihFPOS0niGGDmwvtAYrL8HJP4lt22zCfruXDJwA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:42,239 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:42,268 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:42,622 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:42,649 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164920Z&X-Amz-Expires=3600&X-Amz-Signature=87fd528b97f0eebf5715221db1ef194ea14cc352a874ca1f94971b32cb27fb0d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164960&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=KWOp2dImaZUtVrbVzDFysXphEs39fFqtWBo2LRoIbGW9b3uiyOPUrVR6FHsHqQIw41zz2fQnvK5PrrE-joePkuDT0jdN3X1sAHf7Lx%7EiWUy1RLcxBlE036UoRXDqKqQnHuQMBCjxG2ISA2Fjl2s6OoLEan8UtNbFjbE4rmtjF8awEZLbhmQ7RR2ekDQpfvdq2D2w39sN5jNcKPyApQK1MmHSJ5hL-SM1NuJOqadr4FcGshk3hUflrgvBzZJISW6fCEUW8G4q%7El1ZOpJJ59VUHgGaqL7nJuyn44L1pnvVK5GsAyxQtHROnaeR5QZPuYvlVAPrz8-qSErxwstJ1j0HmA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:43,021 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:43,050 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:43,405 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:43,435 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:43,818 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:43,849 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:44,211 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:44,240 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:44,643 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:44,671 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:45,032 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:45,068 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:45,428 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:45,457 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:45,814 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:45,844 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:46,190 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:46,219 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:46,567 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:46,595 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:46,955 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:46,984 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:49,199 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:49,228 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:49,593 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:49,625 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:49,985 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:50,013 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:50,366 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:50,394 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:50,737 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:50,766 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:51,118 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:51,147 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:51,507 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:51,536 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:51,882 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:51,909 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:53,851 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:53,878 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:54,244 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:54,273 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:54,654 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:54,682 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:56,370 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:56,398 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:05:56,739 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:56,769 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164926Z&X-Amz-Expires=3600&X-Amz-Signature=44f67da82abd048d8f1be759caa5365112719b3561e8c1c712cd744d02bb717a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164966&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=jxXe2l%7Ef5PmduF7IyXap1k1HzYVzq9YxsQYqzAz0OGBk5S-XOTQ4RuZ8kIOofahzny3O2yBec-ash%7EC4X1s5qr4SZWO-g8cbKhxu1txqdrEx8AQ6Okjmc67eYyFgMY%7Eko1-Sc7SUSVsjTlW-LLVUQQZLQFxOGMUljTwhGCgZBxpYcdGl%7EyWaGBEsKrbpKPY0wU%7EX4D5gyt4jM90n%7E9kDbHH9wLAGujh56ZJAYVGa%7EkLRbrlfA%7EL9%7ECjYNXd0l9%7ETfBJjJUVU1q-cWtulo9yu%7ElRxkzpwBCyZbJ1ZbOZbCsJguTvMxsM0ID58NQl2tUQR1d5w4FTj4MJSjjnH8yY5jg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:57,139 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:57,170 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164948Z&X-Amz-Expires=3600&X-Amz-Signature=72927c204cf5d05d66b4ae6cb6c92dd3acd3652eecf835e959edf03835c4f608&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164988&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Oo7DLCqZkWdW7uKIjZHI5XBsqBlnf9NvL22FcRUsHsgYrt0UmXkirpxeqb6IyPxbNWIuz1c-BlxAWJJNAmW0egxBdGK8JHwWfbrr37q3D9kuueif-t8nEgqEitYDqx80Jp0HtXoBoQ7hOfehFANbrmveeWezOGCVUGKEDJiU1DRrlLhhu9ea%7E2-ecwuWLMwqpHrborZQ-Js9wOcN0TpQEWPk%7Efx9LrbhiGiJ39QzhGa4NNNX1%7EG0zG93sApIbfGapHHGBmfrmiMXHx3mVOM6-b56SUiGJlCmGTvZfGlNsh7eO-uSbggfBI4JnJ5zfiG2VAAaE3gMGCCmekPaKW-Mrg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:58,874 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:58,901 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164951Z&X-Amz-Expires=3600&X-Amz-Signature=146ed1281884a4e6e2b5009c86ab59907b57acb0354ea873f2f032132be83d1d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164991&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=U3PFdTaPhqPoMohi3mGoyl1dCb4KS3x0u4JsgNrOn0idctpoOrx778pIDxFt-rNQVRL8V9g1E5Sn3F4UGxoR%7Eg3KTxLEydCUZ8AqUAP1YM0KMNBJ2QJX%7EyExfWrVtnSxoJ55hv0FcM5C535WGfj2qb97FkRznNmAQunvZfkmDGwb3HJbtq%7EgWJqR4aKfLJ3F3ULT9iBwx0o-grsW%7E6agjFCVklgJv2u4GRkJSebh%7EF5Y5yKqJKdKEbmox-CHsEzmOPlZV6-PsAO4FnlacRONNALTsnbXO5%7E2Tf1gNFEGx8s4Pcm061V8gAC9qzvQZItSwEygSinu9YCQdF4rdb1BLQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:59,248 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:59,278 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164924Z&X-Amz-Expires=3600&X-Amz-Signature=1a53b0f7acdb736bfe01f4286cbb84faad56abc8878ee3673e08e118a3b7ab3c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164964&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ORwFy65TRAwZjsWcXcOGDem9Sazqd2Nt1qUNN5o99ywG9Q63ZYEj6Jk3A703%7Ee0H1oQT2JQ87EjGTgtFsvzbjc9UAVrpzfLPYc5bciZJOSvEnGCvRefzAGabGPkdfIO6Zic06KSy4-cR7cDd97Iol5jKlr%7EEM1Ime72ZE0p%7EptarJn9GdtsbXwont3e2vZSW3NSGytF7YMixFGWI1Uk9cv30T%7EVMQJz4cQ1hoyrDm4xdEsImnUu1g4LsECnjQE2Zd4GgdkY86MyKGBx-9qhZ6NC0JXIOkvs1h%7EsSQ%7EFNuTq3YnWhCBU7cKtqN6J8mkEGasuLczTjdzcqqt9mPj9Qhw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:05:59,626 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:05:59,655 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:01,342 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:01,370 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:01,691 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:01,719 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:02,078 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:02,112 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:03,807 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:03,836 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:04,418 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:04,449 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164945Z&X-Amz-Expires=3600&X-Amz-Signature=d871f9ec5eb0a103c5ae8c01f5dde59a4035fc91ba1f9fe6ce9eef304485b5ad&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164985&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=WHVuv53ZVTcW3XfnyRZH-2FTIx6xVdbUAojvx6H99XOmwjFfmy6STct67RnHxMw0LmA1HqPWcan7udLXZGV9T3Q1k754OOw8PhUtJM0ynXRLE%7ERS62%7E4GQpbonrm20%7EPxX9s8IMTOUSH3a6C6Xrti0M6wzX6GCCZFtRf4R3mzZK87QsNVw96aykjHYytY2wnRxidlL5UaDVFGl6Jr67tPAT-maW95YBoSbPum9-YxwGmBaBAUi0jbEYLacAsbgtBlFNCjSB3NZPps3FWeFUaB5s-89KgvDbkSEZtwxH0QcCfq1UY1Ak62HXoiFcgtULJHcuAkbWv3W08cSa5bkYM1A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:04,813 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:04,847 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165514Z&X-Amz-Expires=3600&X-Amz-Signature=e380e30cdbebccb5998dc17bd6f9e9d6f8adf2fc617569893709b005dd997aac&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165314&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTMxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qzdrkqhzRyWYyTOy-Ul6vy20L1kp5dqCOgao9%7EM4-GEhdn010Gz6ZpbRY1OrRF%7EJ5JeVgIzEw-uM64o3PSC-8NcynmaIXf29z-QKOeSIUPg7FbMBE0CXP0YaVLXwNQqKlSia5k6k0owWX%7EHoHz4TaPBSEWUu4o61zW%7EPDM-YeaNgm32aklfHGYOCQc4IWovgZ%7EolYUQYCXZnsAenTn5usqqhsTclkr6IfN4QCvROVbQ0eAA0XPAOOUOpWnZ-2%7E75Gij21VxXMR%7EmgUMCGioQi8DKTbOH0ti3o-Kqi0zJKtRU26ZcYS7JFqVozXT9DHzH4T1ZvFrJYTPO-71hijUCgQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:06,518 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:06,545 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:06,942 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:06,972 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165048Z&X-Amz-Expires=3600&X-Amz-Signature=aafd5d6186f5309e9584ca3ef00eaed7751fd4f69ede7a62178913bf2458ed28&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165048&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GsxUZaYZSUrWmcPZC6EMEOhivVCSRVTQ4MbTQPcvoYVjIH7BaATwHHrSI3SkeLfM8%7ETpE2E6nMi9V3O9r1Dy5eno-tpf8dbvJJW25TcTkIDT3kihiE%7Ex%7EB-fj5nHDmnnsHUpvNRazDKbrBeNks3NZV9b5uxCP0bjP-BUKPVfrPUMrNuyJ-vM5yb1Ostn3waU02nNLSfJFDjMi%7ED%7EYRs2d3kCBGzKrXn1Io9LcS-HP6-OgZK3UaG8JUuPVjFcVgZM-5GjwzyXE2NuDd7BMvD8dl9ad-JrFB4m3epqLaJKIbOegmHrBG-FFQcMkJrfOtd-rlDFWqosEknttn59OrTG5A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:07,315 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:07,344 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:09,013 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:09,045 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:09,414 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:09,443 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:09,795 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:09,824 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164951Z&X-Amz-Expires=3600&X-Amz-Signature=146ed1281884a4e6e2b5009c86ab59907b57acb0354ea873f2f032132be83d1d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164991&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=U3PFdTaPhqPoMohi3mGoyl1dCb4KS3x0u4JsgNrOn0idctpoOrx778pIDxFt-rNQVRL8V9g1E5Sn3F4UGxoR%7Eg3KTxLEydCUZ8AqUAP1YM0KMNBJ2QJX%7EyExfWrVtnSxoJ55hv0FcM5C535WGfj2qb97FkRznNmAQunvZfkmDGwb3HJbtq%7EgWJqR4aKfLJ3F3ULT9iBwx0o-grsW%7E6agjFCVklgJv2u4GRkJSebh%7EF5Y5yKqJKdKEbmox-CHsEzmOPlZV6-PsAO4FnlacRONNALTsnbXO5%7E2Tf1gNFEGx8s4Pcm061V8gAC9qzvQZItSwEygSinu9YCQdF4rdb1BLQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:11,496 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:11,526 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:11,871 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:11,900 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164911Z&X-Amz-Expires=3600&X-Amz-Signature=5b0f708b22e568efd4e49bc642f073030c3a54f6f04ee91639200fc52503810c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164951&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Cmqx2UJJ9pvpvFe4X72TN5bqATvAkROk-WJYTevB1G9ahGOrIuHKaUSJPyplm1Cxm78nzEOSYXCQkkg66ZeFmlyHo4CqRjZgIXTAH%7EBYQ-GAtWvWoZqc8hOgpJRN9BU0JkxnCvVagI3MD0squGU8XOon9hNUBc3022tU6iFbG4jkFHFROcpnIl-bh0pQPRnZOOlCIRUAL-OVFVPnWlT9UFVT8VE6BibxJfBLd9qsKR50tzw-L3Q2I850gS4TdRKTNvYtsSxd2cqhWYdQImSxZjtwUmB62a6rmZ5SuwpKQAn1A34kjeQjxCZGhHeNYmxaXkyDehsywLMBjiP955OsUg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:12,268 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:12,296 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:13,942 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:13,970 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:14,329 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:14,357 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164830Z&X-Amz-Expires=3600&X-Amz-Signature=d9710b51534f046c9b5a69add0b62156182c9aa44d7d10f26517ecab728a7bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164910&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=RsdgA7YrqukMmZlfXbiZKPAcjAn6rSzGOYIX%7EzNCQK0RSzvShEQT-cVH-xMpZ4xlHtK9NTNF%7E1%7EEn6h81xgnSKFLevVBaK03Rl2XuGqu08HlGKTeiH7YvpsN1UACH8Nr5I5WWSGCGgd3TubnEm6H3XvhtUKxzEpZc0l1%7EWaHc6IlTPjAQhD7rP7KRWDn6drLGu8BtRxngr7S4lzXgidtrnBtgS9w35X961JvuJ3uuasT-paT5jpH0e9OdvyuRKf%7EZRWGZl95eay4lfevt0uNxxMQP-ea2cxOsUtpyLbZMs4G0IjDFkuFUwGr%7EAyD4Ko04VwmKrsZjbFtiyuloS-15w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:14,722 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:14,751 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165000Z&X-Amz-Expires=3600&X-Amz-Signature=265567c42d4d3684b8d90591704f9f16f83020b48b0d5100aa75f11afe3d430a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165000&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=q6u3CGwZXTLZ4tYbtx9DyN1tRCIRZi6wSeK3a8pCQuitQkFPuiEPGQYs3Wm5PbfV3zxKUh38P61p76TcQApnmLMGGYx0MqYv38UcLrlznQaw%7EMaepktsG%7EB43oL5WldIzhoqSxNO5KLINB0I8UAhkIAPtcH7hb51Aio5VGNEWMBKfMleobg10wVUG9CQRBCZm%7EO4PzSeMHZ82I%7Eb5sTBk6tiMYvO1%7EmEqleODWOSswCF7BpXJuXgd0Bx8nVVK27KSWsetIScidCRZZVuO-WN1zLXlEaasCb4Z1J7KoGVXTT5Dd0ihFPOS0niGGDmwvtAYrL8HJP4lt22zCfruXDJwA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:16,411 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:16,439 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:16,795 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:16,823 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165308Z&X-Amz-Expires=3600&X-Amz-Signature=5eec888133448d39b31dbdef4c8b2478498b8835c56c95739b249b3212ea7d93&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165188&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uolWNtqTUeVMjL0X1p%7EbgTGrJBdoNBKY6bN2%7EkwjS%7EnRX%7ELNKe3JC6vvO7kalDTJQMPtcaajl%7EKKvJ9kl4XU%7EPUnfJmosSx5AjIU0E1fqfPj4WNawM7HglAVRSvOHGR02DJbplJyK7YFMC-iqg508mgp4kMYaS4UEaNbnoX7c%7EUrstw32A08KB6iXyxDZ4wjzSbIei-Xmu6bX%7EqfqP%7EsE2jYiWWsrkgK9V89z-g3RoMNqCnJJhC35xi%7Ey5aFDym5zEJ7lZRzFFXYr5v3ujoUJEE9V6gpj0OSMfsOCfbBkbWInG8WaN-5jjHt9DqUTdt1b-oLIUPR8u5TLmtBB0%7Etkg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:17,218 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:17,248 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:18,944 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:18,974 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:19,367 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:19,395 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:19,766 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:19,794 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:21,482 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:21,509 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:21,858 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:21,887 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165031Z&X-Amz-Expires=3600&X-Amz-Signature=eaf53bb17c4b1fb8f314d6cf1454e84963f726118c52d540f406ee201cc95a8a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165031&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I8hetGdI-ySgJpUtNYe7gdgn74K%7EHIpOPB6W5aeIApqKTyn%7ELKTS9q4xfwpa9xUvNyHVeHTiU9jcfVt9Etb2irE2e%7EKBy%7Ec8%7E6FiaRhsCztyQJZ2bi1o8d6MM89asb3GZAH8xyL9haiF8MwLY2JWQpXS5QqUqK1yPhSSBjiK5jKMJuAwmVv73kCmdzsI4y1Z3ZjQIjSo1v-Rt9vfDDDbQ7y2sPcUsSdyiUjSsZQym4Pl0GiSsuBB35zHZkP8FmwBN4BeQeRfEq9nRumOq%7EETMveUUfGL5vnLjkcWnDwPWkYUeQ8QSreSLs4UJSo5HqogwXS8IofYpg-M4wVXRwJXPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:23,656 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:23,683 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164843Z&X-Amz-Expires=3600&X-Amz-Signature=8b3cc9fd6536ab6eeb767c2be1e91497fa5e9b444c235cb617b7f2be2d7e747c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164923&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=LdOeimts8e3vZqbJ9cqJQgpF17pZTA6ys45Y%7EclX4eO23K25%7EOmPPDDDMrUV18%7EMy6BGotPqkvsBN2Jxkgyhl-K-39frN3yj7u9TAin8qau8HmO3oCRD%7EqvAJdC7cUZdESAgr98bjzfJuH1lLBtXIhwAC0M1brADCAFYJkD%7E0PSLeihgerHANUab-XPciwJhkb5cZOzHjYlcvWw%7EmRCkPAnuKariWMzHAOHJw4B4fdFgriHE2fnISSRafap1r6KHmqHf2IAV88d5wl%7EFoBcsXovoSOF4W-EU%7EoL-WlyQ9YewS3qVQRacVPU4klpPNkSTl0gBtJHkf5KhhMJMHQnrww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:24,040 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:24,067 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:25,725 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:25,753 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:26,101 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:26,129 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:26,486 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:26,515 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:28,396 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:28,425 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164847Z&X-Amz-Expires=3600&X-Amz-Signature=1a7270a4eb00fe9cda5646ffebe9e3a02e336f79aba64e0c073eac935171d677&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164927&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZqAyEpKJXF3Q8zGf3kr1emFj3aNO7zQefGyrv7W0g%7EiH7uzwsH2Zkwcm9aiSzn84v4mDgYqk-ZlfJRVX1hMMwBYDl22XRcvMrOE2RQmoTbZKV8m4NDZYJvxzjxSxS0Wt27yNpwUBEeNuQkLm-J1CPwcrRmpex2Qq-0JamhNLnTDb92U8uu2OI9nrLwG-s55REgtQxuPNAUQAd05%7Eo%7E29IWR-IXYZ5xUJ3UpKcDWgy2fVPbVrObt9laKJXDBECE0t1JBMi2j0vT2ebNkV2fKgvN7RU6kPPrOJoLrVrpfN1BAqyk3r9hgl%7EXJa2dEkO0fm8y3%7EWaKUuyyQUpkpavtcUA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:28,790 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:28,817 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:29,312 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:29,341 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:31,028 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:31,056 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164920Z&X-Amz-Expires=3600&X-Amz-Signature=87fd528b97f0eebf5715221db1ef194ea14cc352a874ca1f94971b32cb27fb0d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164960&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=KWOp2dImaZUtVrbVzDFysXphEs39fFqtWBo2LRoIbGW9b3uiyOPUrVR6FHsHqQIw41zz2fQnvK5PrrE-joePkuDT0jdN3X1sAHf7Lx%7EiWUy1RLcxBlE036UoRXDqKqQnHuQMBCjxG2ISA2Fjl2s6OoLEan8UtNbFjbE4rmtjF8awEZLbhmQ7RR2ekDQpfvdq2D2w39sN5jNcKPyApQK1MmHSJ5hL-SM1NuJOqadr4FcGshk3hUflrgvBzZJISW6fCEUW8G4q%7El1ZOpJJ59VUHgGaqL7nJuyn44L1pnvVK5GsAyxQtHROnaeR5QZPuYvlVAPrz8-qSErxwstJ1j0HmA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:31,399 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:31,427 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:33,085 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:33,113 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:33,475 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:33,504 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:33,848 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:33,880 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:35,526 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:35,553 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:35,907 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:35,935 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:36,298 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:36,325 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:38,027 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:38,055 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:38,427 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:38,456 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:38,837 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:38,866 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:39,235 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:39,263 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164856Z&X-Amz-Expires=3600&X-Amz-Signature=b098fd544980e399444b4703e278b94f81964ba5702db39bb7f82dabe97f8bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164936&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=fOeZU2NZ6ZtK1uS4LNagqtyR2zWXVB18ot9ee9d-d6GTWiHLjtAMXknsJoNt2uzkVbe1WHxkUbHWuPLCilzY0ax2a6yX%7ERNbKDph%7E2KblYrf0Qs6d2KjgObSCcUKCjgFTFybZGUWmvygTWqIp6oxAWoUxTA4jOWHofQvpwZD-K9yeG921ScVn5Rk-eW3rhIdaoq-DieIsVW6Mh9nUd7u8YmgB3CZn76ygqzm-ozz8ycuyot9AhIKM-yP2RSGv6pow1ba6udrblalHkGqTl5IVyJcf21bU-A1q5jGsZivqfZmLjVVhX-hLa7RzbUhi8bX96mpa9oVCkWIsFNpGuigig__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:41,129 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:41,157 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:41,757 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:41,785 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:42,344 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:42,470 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:42,846 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:42,875 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164951Z&X-Amz-Expires=3600&X-Amz-Signature=146ed1281884a4e6e2b5009c86ab59907b57acb0354ea873f2f032132be83d1d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164991&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=U3PFdTaPhqPoMohi3mGoyl1dCb4KS3x0u4JsgNrOn0idctpoOrx778pIDxFt-rNQVRL8V9g1E5Sn3F4UGxoR%7Eg3KTxLEydCUZ8AqUAP1YM0KMNBJ2QJX%7EyExfWrVtnSxoJ55hv0FcM5C535WGfj2qb97FkRznNmAQunvZfkmDGwb3HJbtq%7EgWJqR4aKfLJ3F3ULT9iBwx0o-grsW%7E6agjFCVklgJv2u4GRkJSebh%7EF5Y5yKqJKdKEbmox-CHsEzmOPlZV6-PsAO4FnlacRONNALTsnbXO5%7E2Tf1gNFEGx8s4Pcm061V8gAC9qzvQZItSwEygSinu9YCQdF4rdb1BLQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:44,739 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:44,766 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:45,236 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:45,265 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:45,629 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:45,658 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:47,405 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:47,433 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:47,826 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:47,858 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:48,216 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:48,245 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:49,942 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:49,970 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:50,304 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:50,333 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:52,018 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:52,045 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:52,432 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:52,460 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:53,052 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:53,081 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:54,771 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:54,800 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:55,162 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:55,191 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:55,553 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:55,581 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:57,274 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:57,302 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:06:57,642 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:57,672 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:58,019 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:58,048 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:06:59,711 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:06:59,738 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164903Z&X-Amz-Expires=3600&X-Amz-Signature=228b089ee4e8da375a115e1a81344059fd7bbb3532d81ad77c0fb976b1a1ae17&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164943&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ey2ICn-CEt229scXoJixqP2HyinKCnNPMJd3a1pehyRjGqSL8vEl13AisXavlH-rMwl0j8nu2bVQhiLKuCtEtE3OSvkyHc1P%7EyjluVn7cTDUDJ4D1ALipFzY4ExUECVK8kRFvkwa2vDvzxu%7EFkdIM8EcjYd91OXWPHyGf2iThsLpexWctnxlxMEN5PLuLmEswYqldUHciIjn46450KfVgTpUi4bswmNThI1MrvqkOQmMw1cQGJWX9XEzXTUsl9BdmmvnievVWs1-awvOz4bBooYS45ifFQxu%7E006bRsdUObcUDeLlnsHnZ8opEQqSemvz2T2c9TTryX9ckw7MDF0%7Eg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:00,093 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:00,123 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164926Z&X-Amz-Expires=3600&X-Amz-Signature=44f67da82abd048d8f1be759caa5365112719b3561e8c1c712cd744d02bb717a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164966&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=jxXe2l%7Ef5PmduF7IyXap1k1HzYVzq9YxsQYqzAz0OGBk5S-XOTQ4RuZ8kIOofahzny3O2yBec-ash%7EC4X1s5qr4SZWO-g8cbKhxu1txqdrEx8AQ6Okjmc67eYyFgMY%7Eko1-Sc7SUSVsjTlW-LLVUQQZLQFxOGMUljTwhGCgZBxpYcdGl%7EyWaGBEsKrbpKPY0wU%7EX4D5gyt4jM90n%7E9kDbHH9wLAGujh56ZJAYVGa%7EkLRbrlfA%7EL9%7ECjYNXd0l9%7ETfBJjJUVU1q-cWtulo9yu%7ElRxkzpwBCyZbJ1ZbOZbCsJguTvMxsM0ID58NQl2tUQR1d5w4FTj4MJSjjnH8yY5jg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:01,785 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:01,812 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164904Z&X-Amz-Expires=3600&X-Amz-Signature=9658fb7bc1163bb7c6e86b6016f5ee0a99ac5c424163e25c315113c97c0c429f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164944&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uit2GOG9tDlzgtZGuDBRSwu9VT8mYBZJNpNPpLgKug0mi3IFWANzXcWAArQYjUpulhhz2duyXVXquDLicViP8XkyX7G3qgcS3NjgAeJm2-Pj2taP3h0ANpEmhx0adbgV4HzMjcS7-TUtqio7jRXbq4dlxFzWM9ysufCUMMHbaz6D5gnNz7Y1f25FNYkYlXNuIJsNd7rVwi1w%7EWf-rNv%7ET-O6gjvFpyNlPmUyLkk2yqYjihWozifa%7Ey6Sv5srl8d6oXYkxRLJp3hS4nhfeDRFHjXazTzPxPZCTE0fYKB%7EOD76dBZJ4aY-yZn8Tq4zt97LcC6dmw3UH8wEOqojkOdfuQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:02,182 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:02,210 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:02,571 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:02,599 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:04,243 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:04,270 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:04,628 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:04,657 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165105Z&X-Amz-Expires=3600&X-Amz-Signature=9c8a2fe4a296d7f9f72e60bb26a25975bab890b75e0ae3deaaac30c28372c6b7&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165065&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=EVBtTL63vMezPTNftqhbFVVvjrJY5eZmd8n4LEXKvVvdQW4ePjXdDlEQvHGUQYWG7hWxLz2i59xIKLZDC47lZYDxA72zLmV%7EFrdtWRqhSRmO4sLSDyjCH8M-z1TAYqOr9ew7ffOqDMEXIYLgz7JO2VDqGPUsvQzWN44NDQAo1q4AcGdmoCdCC2On9C94mS8hv3rl8gXvDn95xnt1NmFZWK5Z56UDGFWe5FTK1FklGPlCYpSJj553HRack3Uh83KGqrTNXNdSv9i-nY9nLjum-eet10EOPHPQWgW-HzdaRt4R9xZ%7E81sv4%7EWXrHn6naTuJBBO5nel7I86BMPFd5Pp4w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:06,317 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:06,344 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:06,689 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:06,718 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:07,065 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:07,095 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:08,758 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:08,786 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:09,134 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:09,164 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:09,518 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:09,546 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164922Z&X-Amz-Expires=3600&X-Amz-Signature=0ef9f98eae63daf38e7cbd30eb36b2b3b992f78c48eb06f089df450889fd9771&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164962&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qqb0xNSHKl%7Exm7lSTlkZux6I-zFigiR4q6C0a5sV7d%7EKB71pNy8soWVxnHRjb4ujuCYpu5JqGEO%7Echmji47jhu8NF3yFwGA9TPqM5OneWIvA1P1sBLNO9pPVEoFKDIzxm4hvxIm6J%7EXdwbPM4pysT%7EylmKtjpxlnyRmLc3aAyNkTImLgEJvW67ZAJ7dBY7KzESXO4HHvPh4jMtKqw-LiIE0CuInU2pQDvm40VYVSoTI7GINgt4qr5y7ysAehZ1I4PmvJwSaPr9KupTIGQpYugtEhhd--GMO1qOHLh0XPt8IYwTA8GNuwOZlv7EdkOFjEL7fq6md8wzeth%7EKsfFRI7A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:11,202 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:11,229 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164924Z&X-Amz-Expires=3600&X-Amz-Signature=1a53b0f7acdb736bfe01f4286cbb84faad56abc8878ee3673e08e118a3b7ab3c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164964&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ORwFy65TRAwZjsWcXcOGDem9Sazqd2Nt1qUNN5o99ywG9Q63ZYEj6Jk3A703%7Ee0H1oQT2JQ87EjGTgtFsvzbjc9UAVrpzfLPYc5bciZJOSvEnGCvRefzAGabGPkdfIO6Zic06KSy4-cR7cDd97Iol5jKlr%7EEM1Ime72ZE0p%7EptarJn9GdtsbXwont3e2vZSW3NSGytF7YMixFGWI1Uk9cv30T%7EVMQJz4cQ1hoyrDm4xdEsImnUu1g4LsECnjQE2Zd4GgdkY86MyKGBx-9qhZ6NC0JXIOkvs1h%7EsSQ%7EFNuTq3YnWhCBU7cKtqN6J8mkEGasuLczTjdzcqqt9mPj9Qhw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:11,578 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:11,606 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164945Z&X-Amz-Expires=3600&X-Amz-Signature=d871f9ec5eb0a103c5ae8c01f5dde59a4035fc91ba1f9fe6ce9eef304485b5ad&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164985&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=WHVuv53ZVTcW3XfnyRZH-2FTIx6xVdbUAojvx6H99XOmwjFfmy6STct67RnHxMw0LmA1HqPWcan7udLXZGV9T3Q1k754OOw8PhUtJM0ynXRLE%7ERS62%7E4GQpbonrm20%7EPxX9s8IMTOUSH3a6C6Xrti0M6wzX6GCCZFtRf4R3mzZK87QsNVw96aykjHYytY2wnRxidlL5UaDVFGl6Jr67tPAT-maW95YBoSbPum9-YxwGmBaBAUi0jbEYLacAsbgtBlFNCjSB3NZPps3FWeFUaB5s-89KgvDbkSEZtwxH0QcCfq1UY1Ak62HXoiFcgtULJHcuAkbWv3W08cSa5bkYM1A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:13,211 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:13,239 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:13,586 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:13,615 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:13,994 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:14,023 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:15,746 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:15,774 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:16,112 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:16,142 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:17,821 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:17,849 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:18,457 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:18,485 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164926Z&X-Amz-Expires=3600&X-Amz-Signature=44f67da82abd048d8f1be759caa5365112719b3561e8c1c712cd744d02bb717a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164966&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=jxXe2l%7Ef5PmduF7IyXap1k1HzYVzq9YxsQYqzAz0OGBk5S-XOTQ4RuZ8kIOofahzny3O2yBec-ash%7EC4X1s5qr4SZWO-g8cbKhxu1txqdrEx8AQ6Okjmc67eYyFgMY%7Eko1-Sc7SUSVsjTlW-LLVUQQZLQFxOGMUljTwhGCgZBxpYcdGl%7EyWaGBEsKrbpKPY0wU%7EX4D5gyt4jM90n%7E9kDbHH9wLAGujh56ZJAYVGa%7EkLRbrlfA%7EL9%7ECjYNXd0l9%7ETfBJjJUVU1q-cWtulo9yu%7ElRxkzpwBCyZbJ1ZbOZbCsJguTvMxsM0ID58NQl2tUQR1d5w4FTj4MJSjjnH8yY5jg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:18,829 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:18,857 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164924Z&X-Amz-Expires=3600&X-Amz-Signature=1a53b0f7acdb736bfe01f4286cbb84faad56abc8878ee3673e08e118a3b7ab3c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164964&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ORwFy65TRAwZjsWcXcOGDem9Sazqd2Nt1qUNN5o99ywG9Q63ZYEj6Jk3A703%7Ee0H1oQT2JQ87EjGTgtFsvzbjc9UAVrpzfLPYc5bciZJOSvEnGCvRefzAGabGPkdfIO6Zic06KSy4-cR7cDd97Iol5jKlr%7EEM1Ime72ZE0p%7EptarJn9GdtsbXwont3e2vZSW3NSGytF7YMixFGWI1Uk9cv30T%7EVMQJz4cQ1hoyrDm4xdEsImnUu1g4LsECnjQE2Zd4GgdkY86MyKGBx-9qhZ6NC0JXIOkvs1h%7EsSQ%7EFNuTq3YnWhCBU7cKtqN6J8mkEGasuLczTjdzcqqt9mPj9Qhw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:20,512 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:20,540 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:20,943 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:20,972 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:22,659 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:22,686 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:23,059 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:23,087 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164956Z&X-Amz-Expires=3600&X-Amz-Signature=4f4fb625970267852cf4bf6866a8f08b18a7cbc778ecefb247352acaf59f80db&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164996&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=cgbu5soHeq5wKWJWSOEcI6NX181xCUaRdYKEeUco8VaaIgikuYpYbVF36eXJ4%7Eqgh94ccZLMYenH3jBM3kzYVp003Kr2%7E8kZKmCMZYtOaRGYqB8%7EMoC7ZP-QSmcE5HfMthWBmOvbnRX0m2JfUDdvhJr9rYaVCF6SRBL9WT1cZn-7fQ%7EhrBLx-iiVZjYoWHDqRHC8DPSSGslmQdappt%7EyPibS5UKuxRd6QAGbuTOj1DHhkvxkse5CGFP%7ELC1jpFiIm082FPVxgcG1DOhnC88ml7T4rITJVjxFQS44JYv0Pwf2zJaGtdtfl8F0JjDxqVf91o2cNMjN1tds60r-ySJhGQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:23,442 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:23,471 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164907Z&X-Amz-Expires=3600&X-Amz-Signature=aac0613fdec64253032fafc479236254c538fcd492ab9db878971b6f3ef4e995&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164947&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=k-jTgMm0HsHqTt9QEy8vIY0KrvCPMl423iG%7E7WOfjkXNR9QGTdu5NSL78fBEsgLoeetvpWn-t7mLP7UsT9ugwFFgkiGvu-RrekLMwW8kc7boFgZvcQTb8sDbhrB-BtqGLG7wzWy1ffNIQOcJi9QlBRdI33PaJ9GrziKVbdtAhvbMnczlFMyOzg7Ezz9yH5cObsRu%7Esxx6j07UTXlKcUs7mJshfEcQqyz9Rk2U9JqxaAS-QwvZ%7E9Gm8DrGGdMWjQT9ZyaWUhe0Bq-YzKLNkj42DF6DG7%7EWTgUjxmnBP3kOkE5keyx6rXeRhK7qzn-KX1PL4hJkSoE6o-tRcLU1IFMBw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:25,132 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:25,163 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:25,504 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:25,534 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165000Z&X-Amz-Expires=3600&X-Amz-Signature=265567c42d4d3684b8d90591704f9f16f83020b48b0d5100aa75f11afe3d430a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165000&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=q6u3CGwZXTLZ4tYbtx9DyN1tRCIRZi6wSeK3a8pCQuitQkFPuiEPGQYs3Wm5PbfV3zxKUh38P61p76TcQApnmLMGGYx0MqYv38UcLrlznQaw%7EMaepktsG%7EB43oL5WldIzhoqSxNO5KLINB0I8UAhkIAPtcH7hb51Aio5VGNEWMBKfMleobg10wVUG9CQRBCZm%7EO4PzSeMHZ82I%7Eb5sTBk6tiMYvO1%7EmEqleODWOSswCF7BpXJuXgd0Bx8nVVK27KSWsetIScidCRZZVuO-WN1zLXlEaasCb4Z1J7KoGVXTT5Dd0ihFPOS0niGGDmwvtAYrL8HJP4lt22zCfruXDJwA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:25,891 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:25,924 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164904Z&X-Amz-Expires=3600&X-Amz-Signature=9658fb7bc1163bb7c6e86b6016f5ee0a99ac5c424163e25c315113c97c0c429f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164944&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uit2GOG9tDlzgtZGuDBRSwu9VT8mYBZJNpNPpLgKug0mi3IFWANzXcWAArQYjUpulhhz2duyXVXquDLicViP8XkyX7G3qgcS3NjgAeJm2-Pj2taP3h0ANpEmhx0adbgV4HzMjcS7-TUtqio7jRXbq4dlxFzWM9ysufCUMMHbaz6D5gnNz7Y1f25FNYkYlXNuIJsNd7rVwi1w%7EWf-rNv%7ET-O6gjvFpyNlPmUyLkk2yqYjihWozifa%7Ey6Sv5srl8d6oXYkxRLJp3hS4nhfeDRFHjXazTzPxPZCTE0fYKB%7EOD76dBZJ4aY-yZn8Tq4zt97LcC6dmw3UH8wEOqojkOdfuQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:27,607 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:27,634 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164953Z&X-Amz-Expires=3600&X-Amz-Signature=f7fd3c7a222c306acb7d3364c5ace3e38bf742b1e02c56ad89843c110bde2fe9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164993&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I1ZH%7EaLFC5S%7ECKITvLatHMxqti-jdWRyaJaIJQwPqns46Ie3xgZbyxhqbfo3u5aoWfTWRYIuC4VjYmloAY1BYleDqDQugYEjr42989crrBJdKwRLrIt9APPRwS1tD-vDbUtK0k-8ZtyphHZQtD-l7YgdJhnPQx7TZpw5uDKbHHrU5TQBy0clVj1CpApmIKorjZH5HvFKi9mgmmHqQ1ndk-UYZFGQpgQqSMpvKLr456h96EtcH7cnSQLFwEPinOXwF2YPkvcnmj7HMQ1KPog%7EBvZgQswj1KHacj3EXCxIUFh%7EEtp9N4ge1g5TOVRn8tIVY15qUwFKY-VZbng3XOtkrw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:27,989 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:28,016 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:29,646 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:29,673 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:30,237 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:30,266 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:31,944 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:31,974 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165105Z&X-Amz-Expires=3600&X-Amz-Signature=9c8a2fe4a296d7f9f72e60bb26a25975bab890b75e0ae3deaaac30c28372c6b7&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165065&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=EVBtTL63vMezPTNftqhbFVVvjrJY5eZmd8n4LEXKvVvdQW4ePjXdDlEQvHGUQYWG7hWxLz2i59xIKLZDC47lZYDxA72zLmV%7EFrdtWRqhSRmO4sLSDyjCH8M-z1TAYqOr9ew7ffOqDMEXIYLgz7JO2VDqGPUsvQzWN44NDQAo1q4AcGdmoCdCC2On9C94mS8hv3rl8gXvDn95xnt1NmFZWK5Z56UDGFWe5FTK1FklGPlCYpSJj553HRack3Uh83KGqrTNXNdSv9i-nY9nLjum-eet10EOPHPQWgW-HzdaRt4R9xZ%7E81sv4%7EWXrHn6naTuJBBO5nel7I86BMPFd5Pp4w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:32,337 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:32,365 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:32,704 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:32,733 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:34,390 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:34,417 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164951Z&X-Amz-Expires=3600&X-Amz-Signature=146ed1281884a4e6e2b5009c86ab59907b57acb0354ea873f2f032132be83d1d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164991&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=U3PFdTaPhqPoMohi3mGoyl1dCb4KS3x0u4JsgNrOn0idctpoOrx778pIDxFt-rNQVRL8V9g1E5Sn3F4UGxoR%7Eg3KTxLEydCUZ8AqUAP1YM0KMNBJ2QJX%7EyExfWrVtnSxoJ55hv0FcM5C535WGfj2qb97FkRznNmAQunvZfkmDGwb3HJbtq%7EgWJqR4aKfLJ3F3ULT9iBwx0o-grsW%7E6agjFCVklgJv2u4GRkJSebh%7EF5Y5yKqJKdKEbmox-CHsEzmOPlZV6-PsAO4FnlacRONNALTsnbXO5%7E2Tf1gNFEGx8s4Pcm061V8gAC9qzvQZItSwEygSinu9YCQdF4rdb1BLQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:34,742 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:34,771 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:36,446 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:36,474 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:36,882 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:36,911 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164921Z&X-Amz-Expires=3600&X-Amz-Signature=9160e1be6f1fc5b8479b633f5d135954745d9d65fa01a9bdbd2a311560e93f25&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164961&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Dw-MaGIEKUlJhcil5BvERw6IusxhkiGePhgU6XH8inCxxEa42ktZg2GjVJ8Dzq06JmtRavEIc2d3u81OFoF3Q4YIodw-nLbTdJjQw1gGtbXGS6xwDYAB30RqRMpZPQ%7E4nQLltWzZ5z8b97hmuoepAlHdjlpOlRUvoJBk5WEAN-%7E48ECktVjosXdoOdYysjHiyBZa%7E5-UvOgA0XBHsLunMnSYD2Cv65N6geb7jmx%7ElHHVlBz0UDyP3pCUgW8GwlgKupP6oq4-P859o%7EiK-qvm-u4Ud1dtAwKmfm%7EKimZ8Z8uol-1hujvRa1kgvzyqUyg%7E47-7ef9DWLFyRSjCQF8rTg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:38,569 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:38,597 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165029Z&X-Amz-Expires=3600&X-Amz-Signature=a8ce0ef238f67d54874b68020161c9a86fd6ce876b15fb3c9d1e0f4c29dda38d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165029&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAyOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=VKRVjxPNY4IqrEX5z615RWcJ%7EA4JF%7E4mYgm6ZUG5pK2btsT80jYRwgUO6lfX7olQnxLYbxj2eFsJqudmWu-2ZLfMA7joH-1uRcjgzO%7ExOWBT9XCy%7E-1TT7-kbtFKo8OWe-HWtPeV392An5Hq7qO2oQh8A3IieG%7EGe-L15acp--Ccz8z80h-IF7lXLAj%7Ec-jsg32TDagyO7CCSlw7Ho5irUYjW36ROD4%7EOVcqCp0ZLIB0B7vp9N%7Ez3icijoXhw9kLseiRhRllNe0ZcPOZ2Fv5EETpiCVCPCcnCnAb0G36EU1r4t2IMm8GCIES0oA2LglWABP4gmZ0yhg5c-vHZJr0xw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:38,936 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:38,965 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165102Z&X-Amz-Expires=3600&X-Amz-Signature=92e09699433ddcc9418a1f69524aafa6533ca12490ea725f1d7082ab8e25b57e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165062&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I%7EKjfauuw3SUKf91rKXaUGquqw4KjfYRlfpgYcjkPJB1W5MnR-3gvK0gF3lmyvY0Xvcu97iNpY2G%7Eb7sQ8dNLfQMaa49WtvAV55xRillZIwrLmz3ZTsfyAo82Zy1wkzlK3Tyg3xRyq3a8M4mwXtYlb7YMQsVZBvI-E4UKHlxuXGz9WRIfFtq1W7qkEgB9WcmFBSzNNK68GT5T9VF2M1nYo-qaeAl06uPez%7ExOGzNZsPlLH2LXMMlmnEupsRzhfXeoer3w1QMp3V7oJQ9F5A6ZrQ8XDKzdng6RFbFCA5cqx0h-6myGLBQ8qbtc-mnvrsx2ZEa%7EpVxtNyD-Ai0t6jfPg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:40,593 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:40,622 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:40,985 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:41,015 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164847Z&X-Amz-Expires=3600&X-Amz-Signature=1a7270a4eb00fe9cda5646ffebe9e3a02e336f79aba64e0c073eac935171d677&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164927&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZqAyEpKJXF3Q8zGf3kr1emFj3aNO7zQefGyrv7W0g%7EiH7uzwsH2Zkwcm9aiSzn84v4mDgYqk-ZlfJRVX1hMMwBYDl22XRcvMrOE2RQmoTbZKV8m4NDZYJvxzjxSxS0Wt27yNpwUBEeNuQkLm-J1CPwcrRmpex2Qq-0JamhNLnTDb92U8uu2OI9nrLwG-s55REgtQxuPNAUQAd05%7Eo%7E29IWR-IXYZ5xUJ3UpKcDWgy2fVPbVrObt9laKJXDBECE0t1JBMi2j0vT2ebNkV2fKgvN7RU6kPPrOJoLrVrpfN1BAqyk3r9hgl%7EXJa2dEkO0fm8y3%7EWaKUuyyQUpkpavtcUA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:41,372 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:41,402 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:43,063 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:43,090 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:43,730 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:43,759 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:45,432 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:45,460 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:45,884 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:45,912 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164926Z&X-Amz-Expires=3600&X-Amz-Signature=44f67da82abd048d8f1be759caa5365112719b3561e8c1c712cd744d02bb717a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164966&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=jxXe2l%7Ef5PmduF7IyXap1k1HzYVzq9YxsQYqzAz0OGBk5S-XOTQ4RuZ8kIOofahzny3O2yBec-ash%7EC4X1s5qr4SZWO-g8cbKhxu1txqdrEx8AQ6Okjmc67eYyFgMY%7Eko1-Sc7SUSVsjTlW-LLVUQQZLQFxOGMUljTwhGCgZBxpYcdGl%7EyWaGBEsKrbpKPY0wU%7EX4D5gyt4jM90n%7E9kDbHH9wLAGujh56ZJAYVGa%7EkLRbrlfA%7EL9%7ECjYNXd0l9%7ETfBJjJUVU1q-cWtulo9yu%7ElRxkzpwBCyZbJ1ZbOZbCsJguTvMxsM0ID58NQl2tUQR1d5w4FTj4MJSjjnH8yY5jg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:46,267 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:46,296 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:47,956 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:47,985 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:48,339 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:48,368 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:50,045 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:50,073 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:50,417 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:50,446 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:50,798 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:50,828 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:52,457 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:52,484 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:52,829 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:52,859 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:54,535 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:54,562 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:55,153 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:55,182 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:07:55,550 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:55,580 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164948Z&X-Amz-Expires=3600&X-Amz-Signature=72927c204cf5d05d66b4ae6cb6c92dd3acd3652eecf835e959edf03835c4f608&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164988&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Oo7DLCqZkWdW7uKIjZHI5XBsqBlnf9NvL22FcRUsHsgYrt0UmXkirpxeqb6IyPxbNWIuz1c-BlxAWJJNAmW0egxBdGK8JHwWfbrr37q3D9kuueif-t8nEgqEitYDqx80Jp0HtXoBoQ7hOfehFANbrmveeWezOGCVUGKEDJiU1DRrlLhhu9ea%7E2-ecwuWLMwqpHrborZQ-Js9wOcN0TpQEWPk%7Efx9LrbhiGiJ39QzhGa4NNNX1%7EG0zG93sApIbfGapHHGBmfrmiMXHx3mVOM6-b56SUiGJlCmGTvZfGlNsh7eO-uSbggfBI4JnJ5zfiG2VAAaE3gMGCCmekPaKW-Mrg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:57,273 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:57,302 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:57,657 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:57,685 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164922Z&X-Amz-Expires=3600&X-Amz-Signature=0ef9f98eae63daf38e7cbd30eb36b2b3b992f78c48eb06f089df450889fd9771&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164962&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qqb0xNSHKl%7Exm7lSTlkZux6I-zFigiR4q6C0a5sV7d%7EKB71pNy8soWVxnHRjb4ujuCYpu5JqGEO%7Echmji47jhu8NF3yFwGA9TPqM5OneWIvA1P1sBLNO9pPVEoFKDIzxm4hvxIm6J%7EXdwbPM4pysT%7EylmKtjpxlnyRmLc3aAyNkTImLgEJvW67ZAJ7dBY7KzESXO4HHvPh4jMtKqw-LiIE0CuInU2pQDvm40VYVSoTI7GINgt4qr5y7ysAehZ1I4PmvJwSaPr9KupTIGQpYugtEhhd--GMO1qOHLh0XPt8IYwTA8GNuwOZlv7EdkOFjEL7fq6md8wzeth%7EKsfFRI7A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:59,297 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:59,327 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:07:59,695 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:07:59,724 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164904Z&X-Amz-Expires=3600&X-Amz-Signature=9658fb7bc1163bb7c6e86b6016f5ee0a99ac5c424163e25c315113c97c0c429f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164944&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uit2GOG9tDlzgtZGuDBRSwu9VT8mYBZJNpNPpLgKug0mi3IFWANzXcWAArQYjUpulhhz2duyXVXquDLicViP8XkyX7G3qgcS3NjgAeJm2-Pj2taP3h0ANpEmhx0adbgV4HzMjcS7-TUtqio7jRXbq4dlxFzWM9ysufCUMMHbaz6D5gnNz7Y1f25FNYkYlXNuIJsNd7rVwi1w%7EWf-rNv%7ET-O6gjvFpyNlPmUyLkk2yqYjihWozifa%7Ey6Sv5srl8d6oXYkxRLJp3hS4nhfeDRFHjXazTzPxPZCTE0fYKB%7EOD76dBZJ4aY-yZn8Tq4zt97LcC6dmw3UH8wEOqojkOdfuQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:00,086 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:00,114 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:01,795 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:01,824 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:02,181 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:02,211 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165018Z&X-Amz-Expires=3600&X-Amz-Signature=a513a929cad1eb953829918b3116bd66035db2390f5d4dcc7b04aa1d0ab41a68&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165018&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vztRNHLUk5FwDk829E3KX-PO8c10zNaHLYS1C7EKrFuLEXl9CvAdfwUaFPvCtS9yXplqQkxWTHUGS925kFFvdBtSAhYG1CNgUltE3HN67Zl9x205i8BoFlwaC-V7VRCIl-ODKJdSOL3W-fWdC5nEmYcrL%7EBrWQ0gwaUrjfiE%7Ewkh0JzWYvGTRTGSjDW4HJ5D7RSlBpvyFu9LTFpC3wooybk6m2LuauLI-Ttmk0uchD9C03c34EO8JmZCNSwmZfO6GfRB2WcztQf0Qcvdo-w9HJ1L-bYzL3vV6vl3PxuSizS8zZkekAYjcCtkTe4DUMzkfUEyxgHk195%7Et%7EuKjhmQqg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:02,559 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:02,587 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164843Z&X-Amz-Expires=3600&X-Amz-Signature=8b3cc9fd6536ab6eeb767c2be1e91497fa5e9b444c235cb617b7f2be2d7e747c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164923&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=LdOeimts8e3vZqbJ9cqJQgpF17pZTA6ys45Y%7EclX4eO23K25%7EOmPPDDDMrUV18%7EMy6BGotPqkvsBN2Jxkgyhl-K-39frN3yj7u9TAin8qau8HmO3oCRD%7EqvAJdC7cUZdESAgr98bjzfJuH1lLBtXIhwAC0M1brADCAFYJkD%7E0PSLeihgerHANUab-XPciwJhkb5cZOzHjYlcvWw%7EmRCkPAnuKariWMzHAOHJw4B4fdFgriHE2fnISSRafap1r6KHmqHf2IAV88d5wl%7EFoBcsXovoSOF4W-EU%7EoL-WlyQ9YewS3qVQRacVPU4klpPNkSTl0gBtJHkf5KhhMJMHQnrww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:04,250 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:04,277 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:04,621 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:04,650 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:06,292 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:06,319 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:06,677 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:06,705 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164911Z&X-Amz-Expires=3600&X-Amz-Signature=5b0f708b22e568efd4e49bc642f073030c3a54f6f04ee91639200fc52503810c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164951&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Cmqx2UJJ9pvpvFe4X72TN5bqATvAkROk-WJYTevB1G9ahGOrIuHKaUSJPyplm1Cxm78nzEOSYXCQkkg66ZeFmlyHo4CqRjZgIXTAH%7EBYQ-GAtWvWoZqc8hOgpJRN9BU0JkxnCvVagI3MD0squGU8XOon9hNUBc3022tU6iFbG4jkFHFROcpnIl-bh0pQPRnZOOlCIRUAL-OVFVPnWlT9UFVT8VE6BibxJfBLd9qsKR50tzw-L3Q2I850gS4TdRKTNvYtsSxd2cqhWYdQImSxZjtwUmB62a6rmZ5SuwpKQAn1A34kjeQjxCZGhHeNYmxaXkyDehsywLMBjiP955OsUg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:07,070 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:07,099 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:08,799 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:08,826 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:09,201 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:09,231 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165013Z&X-Amz-Expires=3600&X-Amz-Signature=05c11c34bcf372e398340065d5cb54b23413d1b0274dc4871e79331007edb7e8&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165013&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=arOsNLTBfg7qWDrQBmE4ayeWJW1qFVnJ99iTdgQPqaoKM3w5-7VUb6ywBPYIzsBC4ueeTbL25-mg-btrEn-acVrCa8QgyXqOW75Thyx7D-bkNcmV%7EQ09PW3TqzhclYKqkjysK4ZoBwoH1AaRe2cBW8EfBkaPzshvXCW5%7EFMyYrweRl4BxTv2RylhyS06yIfhP6%7E7aEwPZdcqws66lc%7EgbuXR0%7Eph7I0U-XdICHWJzwgvWfA0tTxLcQ203P5agRjaHWIAWmZFCTwS7OVDSCnhhhPk1unRIdDEDz6o8jPzFJmkALExsnwp5PNKyjjeqDd6UrosUYbUQuby694SuF5jhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:09,625 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:09,654 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:11,483 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:11,510 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:11,887 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:11,915 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:12,308 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:12,337 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:14,180 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:14,208 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:14,581 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:14,608 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165013Z&X-Amz-Expires=3600&X-Amz-Signature=05c11c34bcf372e398340065d5cb54b23413d1b0274dc4871e79331007edb7e8&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165013&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=arOsNLTBfg7qWDrQBmE4ayeWJW1qFVnJ99iTdgQPqaoKM3w5-7VUb6ywBPYIzsBC4ueeTbL25-mg-btrEn-acVrCa8QgyXqOW75Thyx7D-bkNcmV%7EQ09PW3TqzhclYKqkjysK4ZoBwoH1AaRe2cBW8EfBkaPzshvXCW5%7EFMyYrweRl4BxTv2RylhyS06yIfhP6%7E7aEwPZdcqws66lc%7EgbuXR0%7Eph7I0U-XdICHWJzwgvWfA0tTxLcQ203P5agRjaHWIAWmZFCTwS7OVDSCnhhhPk1unRIdDEDz6o8jPzFJmkALExsnwp5PNKyjjeqDd6UrosUYbUQuby694SuF5jhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:14,987 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:15,016 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:16,855 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:16,884 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:17,501 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:17,530 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164908Z&X-Amz-Expires=3600&X-Amz-Signature=20f22178c452ca04cebc9b2011c34c84d98af83da0acaf893c0d03dabb013fa3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164948&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=p6MrMBKhN%7Ez1fJ-QRTkx3BAZ-UCIeMtbvf%7EV3Oz%7E4QiKhypYeoiaicczwZSlD-pRQBLWw%7ENq7u%7EPRMqhRoKpymjlZSMDHpFhmIWGpMWGJ9bqXDSRUSOJSU8hWbfRaVElZiOhjf1pgkkug-U6ldsgOZrS9pOepBpuoadEyRuqiUX5CM8poDpxQL7qiXJlEZ%7EvMIXVQkCOVQophMW3eC8LDz9-3bQZeWOMiXE1OhjSVw4n6r2cTgYHnrj2uhs7utwYhOTSQ1fts5tQwPuBX4cibIZ20KdPmpih43EL%7EibhGXvEEOo1Won6kCkkls1FJgHnsfEIAB-DnecPQ52E1it4bw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:17,984 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:18,012 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164843Z&X-Amz-Expires=3600&X-Amz-Signature=8b3cc9fd6536ab6eeb767c2be1e91497fa5e9b444c235cb617b7f2be2d7e747c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164923&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=LdOeimts8e3vZqbJ9cqJQgpF17pZTA6ys45Y%7EclX4eO23K25%7EOmPPDDDMrUV18%7EMy6BGotPqkvsBN2Jxkgyhl-K-39frN3yj7u9TAin8qau8HmO3oCRD%7EqvAJdC7cUZdESAgr98bjzfJuH1lLBtXIhwAC0M1brADCAFYJkD%7E0PSLeihgerHANUab-XPciwJhkb5cZOzHjYlcvWw%7EmRCkPAnuKariWMzHAOHJw4B4fdFgriHE2fnISSRafap1r6KHmqHf2IAV88d5wl%7EFoBcsXovoSOF4W-EU%7EoL-WlyQ9YewS3qVQRacVPU4klpPNkSTl0gBtJHkf5KhhMJMHQnrww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:19,894 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:19,921 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:20,279 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:20,308 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:20,772 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:20,817 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:22,648 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:22,676 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164924Z&X-Amz-Expires=3600&X-Amz-Signature=1a53b0f7acdb736bfe01f4286cbb84faad56abc8878ee3673e08e118a3b7ab3c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164964&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ORwFy65TRAwZjsWcXcOGDem9Sazqd2Nt1qUNN5o99ywG9Q63ZYEj6Jk3A703%7Ee0H1oQT2JQ87EjGTgtFsvzbjc9UAVrpzfLPYc5bciZJOSvEnGCvRefzAGabGPkdfIO6Zic06KSy4-cR7cDd97Iol5jKlr%7EEM1Ime72ZE0p%7EptarJn9GdtsbXwont3e2vZSW3NSGytF7YMixFGWI1Uk9cv30T%7EVMQJz4cQ1hoyrDm4xdEsImnUu1g4LsECnjQE2Zd4GgdkY86MyKGBx-9qhZ6NC0JXIOkvs1h%7EsSQ%7EFNuTq3YnWhCBU7cKtqN6J8mkEGasuLczTjdzcqqt9mPj9Qhw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:23,026 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:23,056 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:24,673 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:24,701 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:25,303 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:25,333 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:25,704 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:25,734 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:27,536 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:27,564 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:28,014 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:28,042 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:29,787 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:29,817 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164910Z&X-Amz-Expires=3600&X-Amz-Signature=7d796df1f99337c9382655ee00a0d8f2fa90c55a6cb30895450850855c6bcc1c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164950&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vN-Ggabl0DGtdHFkE5Clm606imHbEOHGm1MniPE7Rxpks3KYXgDgx40%7EZ8B%7EK9Y-D2pl7gCulBnTz4I3%7ElrS0h3MvOzj0jLi3096N2yL5Ma%7E0n%7Epb3H-PuQ-o-SvLVH9VLyclTqM0RA68JZ232x8hAAjVPVtymJJ1JyrTE5SAT01F5UZOA6s4oQsRYHXR%7Ejy%7E3RJsZLXYwGrX%7EaVCwRf3CDkvGSCLWE0T2B5T-IVKb27BAgzYpU6pSyU0TRaX02zgFAskKB6YFqlF8eC5FVUFi6l21emo8IebNW4MQypVTtMRILJOSLfQqCKp8JRb7QHWIn3zAtWE8SqmzWlv11YTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:30,171 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:30,200 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:30,731 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:30,761 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:32,395 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:32,423 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:32,749 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:32,780 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:34,410 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:34,437 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:34,784 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:34,813 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:35,378 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:35,406 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:37,057 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:37,085 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164830Z&X-Amz-Expires=3600&X-Amz-Signature=d9710b51534f046c9b5a69add0b62156182c9aa44d7d10f26517ecab728a7bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164910&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=RsdgA7YrqukMmZlfXbiZKPAcjAn6rSzGOYIX%7EzNCQK0RSzvShEQT-cVH-xMpZ4xlHtK9NTNF%7E1%7EEn6h81xgnSKFLevVBaK03Rl2XuGqu08HlGKTeiH7YvpsN1UACH8Nr5I5WWSGCGgd3TubnEm6H3XvhtUKxzEpZc0l1%7EWaHc6IlTPjAQhD7rP7KRWDn6drLGu8BtRxngr7S4lzXgidtrnBtgS9w35X961JvuJ3uuasT-paT5jpH0e9OdvyuRKf%7EZRWGZl95eay4lfevt0uNxxMQP-ea2cxOsUtpyLbZMs4G0IjDFkuFUwGr%7EAyD4Ko04VwmKrsZjbFtiyuloS-15w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:37,457 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:37,486 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:37,898 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:37,926 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164921Z&X-Amz-Expires=3600&X-Amz-Signature=9160e1be6f1fc5b8479b633f5d135954745d9d65fa01a9bdbd2a311560e93f25&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164961&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Dw-MaGIEKUlJhcil5BvERw6IusxhkiGePhgU6XH8inCxxEa42ktZg2GjVJ8Dzq06JmtRavEIc2d3u81OFoF3Q4YIodw-nLbTdJjQw1gGtbXGS6xwDYAB30RqRMpZPQ%7E4nQLltWzZ5z8b97hmuoepAlHdjlpOlRUvoJBk5WEAN-%7E48ECktVjosXdoOdYysjHiyBZa%7E5-UvOgA0XBHsLunMnSYD2Cv65N6geb7jmx%7ElHHVlBz0UDyP3pCUgW8GwlgKupP6oq4-P859o%7EiK-qvm-u4Ud1dtAwKmfm%7EKimZ8Z8uol-1hujvRa1kgvzyqUyg%7E47-7ef9DWLFyRSjCQF8rTg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:39,663 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:39,691 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164940Z&X-Amz-Expires=3600&X-Amz-Signature=310c7bcd2db700084b82dce4d141b4412aa90f4e4dc4ff26bb517785812cbca3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164980&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=P9iYn0qfBeIaF6rVqK0gnrRDR2VTqQa36ObsIeijRaNOpRLcCNKaW8u415y6qrjo6zBnQcwCpijnLMJJioEty7THWL4KuC0I1cetgr%7E3zMI0PbFvqI1mEeqIy1pHEzQFW9dsfcLpowFk0wc8LYyfIxnF4RqnejRUBNNvN9vXENZmreF7JWlGrSwbGDmLpEj3JNzdU-c1OSnAj6wyStkBEWV0OtYaDMhtKOC3qPCWG6DV7OZlRXXWyswGQBpPoZPkYqPjtYzVLldglQe8A%7EgUaE2q4dconqvW3-i-74zIQCMdzZ0kbOEsalvSPXZ7NSAFgIYI3pGEcIGl3GmADKHlbQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:40,115 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:40,144 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:40,504 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:40,534 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:40,889 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:40,918 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:41,285 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:41,314 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:41,678 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:41,706 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:42,071 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:42,100 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:42,454 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:42,483 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:42,847 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:42,875 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:43,231 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:43,260 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:45,401 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:45,429 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:46,023 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:46,053 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:46,410 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:46,439 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:46,822 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:46,851 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:47,228 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:47,259 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:47,661 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:47,689 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:48,055 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:48,084 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:48,454 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:48,483 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:48,828 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:48,856 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164908Z&X-Amz-Expires=3600&X-Amz-Signature=20f22178c452ca04cebc9b2011c34c84d98af83da0acaf893c0d03dabb013fa3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164948&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=p6MrMBKhN%7Ez1fJ-QRTkx3BAZ-UCIeMtbvf%7EV3Oz%7E4QiKhypYeoiaicczwZSlD-pRQBLWw%7ENq7u%7EPRMqhRoKpymjlZSMDHpFhmIWGpMWGJ9bqXDSRUSOJSU8hWbfRaVElZiOhjf1pgkkug-U6ldsgOZrS9pOepBpuoadEyRuqiUX5CM8poDpxQL7qiXJlEZ%7EvMIXVQkCOVQophMW3eC8LDz9-3bQZeWOMiXE1OhjSVw4n6r2cTgYHnrj2uhs7utwYhOTSQ1fts5tQwPuBX4cibIZ20KdPmpih43EL%7EibhGXvEEOo1Won6kCkkls1FJgHnsfEIAB-DnecPQ52E1it4bw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:50,948 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:50,976 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:51,336 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:51,364 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:51,728 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:51,761 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:52,112 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:52,141 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:52,501 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:52,529 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:52,897 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:52,925 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:53,286 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:53,315 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:53,682 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:53,712 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:54,077 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:54,106 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:56,107 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:56,137 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:56,529 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:56,557 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:08:56,906 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:56,935 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:57,533 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:57,562 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:57,931 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:57,960 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:58,312 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:58,340 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:58,701 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:58,731 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:59,081 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:59,109 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164940Z&X-Amz-Expires=3600&X-Amz-Signature=310c7bcd2db700084b82dce4d141b4412aa90f4e4dc4ff26bb517785812cbca3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164980&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=P9iYn0qfBeIaF6rVqK0gnrRDR2VTqQa36ObsIeijRaNOpRLcCNKaW8u415y6qrjo6zBnQcwCpijnLMJJioEty7THWL4KuC0I1cetgr%7E3zMI0PbFvqI1mEeqIy1pHEzQFW9dsfcLpowFk0wc8LYyfIxnF4RqnejRUBNNvN9vXENZmreF7JWlGrSwbGDmLpEj3JNzdU-c1OSnAj6wyStkBEWV0OtYaDMhtKOC3qPCWG6DV7OZlRXXWyswGQBpPoZPkYqPjtYzVLldglQe8A%7EgUaE2q4dconqvW3-i-74zIQCMdzZ0kbOEsalvSPXZ7NSAFgIYI3pGEcIGl3GmADKHlbQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:08:59,472 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:08:59,502 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:01,484 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:01,511 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164907Z&X-Amz-Expires=3600&X-Amz-Signature=aac0613fdec64253032fafc479236254c538fcd492ab9db878971b6f3ef4e995&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164947&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=k-jTgMm0HsHqTt9QEy8vIY0KrvCPMl423iG%7E7WOfjkXNR9QGTdu5NSL78fBEsgLoeetvpWn-t7mLP7UsT9ugwFFgkiGvu-RrekLMwW8kc7boFgZvcQTb8sDbhrB-BtqGLG7wzWy1ffNIQOcJi9QlBRdI33PaJ9GrziKVbdtAhvbMnczlFMyOzg7Ezz9yH5cObsRu%7Esxx6j07UTXlKcUs7mJshfEcQqyz9Rk2U9JqxaAS-QwvZ%7E9Gm8DrGGdMWjQT9ZyaWUhe0Bq-YzKLNkj42DF6DG7%7EWTgUjxmnBP3kOkE5keyx6rXeRhK7qzn-KX1PL4hJkSoE6o-tRcLU1IFMBw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:01,917 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:01,946 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:02,320 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:02,350 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:02,696 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:02,725 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164946Z&X-Amz-Expires=3600&X-Amz-Signature=d201c252ff82b15e08318ad752d2bede31b87efd6d20c64e7f2bdf32cb956c97&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164986&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=R7KilVJxDsxFZpscSdDLDFnOE2pgfrPqLgaJNXrss-SerwcOJiiXWDjn-aMXbdJ3G1exoVxzszI5sZPfu3sey3YvVCMZRHHKwm-9FSW9DJXpfOxvCwmwxy7UgVJoEbzuWZqbbKKuySAeLTx6Twa%7EFjUeSUwEoa1OhubyVlK0yYTRwVa6NNIP-06qPjzUNdgYfVB7EP-dgBhlSLjWbuyJ3PwkOwhOZSlXeYAzkZDf%7Eiw0bzlacCPSEWZRo5MVwhRadQmghskcREXpMVWZVuIi124xrD8lPkJ1jVWVfC-qq7ymaPMuuZMuGc6dqE9-1Gsb8zHmFn7H9LjScutf-KT2Ww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:03,083 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:03,112 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164956Z&X-Amz-Expires=3600&X-Amz-Signature=4f4fb625970267852cf4bf6866a8f08b18a7cbc778ecefb247352acaf59f80db&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164996&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=cgbu5soHeq5wKWJWSOEcI6NX181xCUaRdYKEeUco8VaaIgikuYpYbVF36eXJ4%7Eqgh94ccZLMYenH3jBM3kzYVp003Kr2%7E8kZKmCMZYtOaRGYqB8%7EMoC7ZP-QSmcE5HfMthWBmOvbnRX0m2JfUDdvhJr9rYaVCF6SRBL9WT1cZn-7fQ%7EhrBLx-iiVZjYoWHDqRHC8DPSSGslmQdappt%7EyPibS5UKuxRd6QAGbuTOj1DHhkvxkse5CGFP%7ELC1jpFiIm082FPVxgcG1DOhnC88ml7T4rITJVjxFQS44JYv0Pwf2zJaGtdtfl8F0JjDxqVf91o2cNMjN1tds60r-ySJhGQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:03,483 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:03,510 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164945Z&X-Amz-Expires=3600&X-Amz-Signature=d871f9ec5eb0a103c5ae8c01f5dde59a4035fc91ba1f9fe6ce9eef304485b5ad&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164985&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=WHVuv53ZVTcW3XfnyRZH-2FTIx6xVdbUAojvx6H99XOmwjFfmy6STct67RnHxMw0LmA1HqPWcan7udLXZGV9T3Q1k754OOw8PhUtJM0ynXRLE%7ERS62%7E4GQpbonrm20%7EPxX9s8IMTOUSH3a6C6Xrti0M6wzX6GCCZFtRf4R3mzZK87QsNVw96aykjHYytY2wnRxidlL5UaDVFGl6Jr67tPAT-maW95YBoSbPum9-YxwGmBaBAUi0jbEYLacAsbgtBlFNCjSB3NZPps3FWeFUaB5s-89KgvDbkSEZtwxH0QcCfq1UY1Ak62HXoiFcgtULJHcuAkbWv3W08cSa5bkYM1A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:03,882 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:03,912 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:05,812 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:05,839 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:06,211 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:06,240 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164927Z&X-Amz-Expires=3600&X-Amz-Signature=aa66129c869ed1df67475fc33167228c2377e2bceb3d52ffb023b019d0223ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164967&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MLxfOfva9ER5O%7EtpqiCBdv1gpyO5Si7TpPGmGRN9xy6bILPCvyWEmB4ZDo8Z5S8wf1bWSFrdoQsQ519hYVmHnCwNJ3WOVsY-YJFzOpDDZcAGodtNW9dQ5fX3fbs%7EuQYn9a62nbSp%7EUGqdJLD2%7EYg5zublogyVLXDgD1%7EjXL8kPp4xheD%7EhJaP5vXPPWKKZW66nVBrEXh9tIPlDuR7a2auw8amK1WYFlS6RCuo5Un6b75adwiCHU85-zWpJU%7E3Crm4QPgFcRLtUWer-TNUxNIcO9DcOjGd7Qnnthw7wjZA2V-X7jWO73ktg0EBbm11DkS%7Ed0oD9xu%7ENHkL5-8lLBHQQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:06,604 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:06,632 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164847Z&X-Amz-Expires=3600&X-Amz-Signature=1a7270a4eb00fe9cda5646ffebe9e3a02e336f79aba64e0c073eac935171d677&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164927&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZqAyEpKJXF3Q8zGf3kr1emFj3aNO7zQefGyrv7W0g%7EiH7uzwsH2Zkwcm9aiSzn84v4mDgYqk-ZlfJRVX1hMMwBYDl22XRcvMrOE2RQmoTbZKV8m4NDZYJvxzjxSxS0Wt27yNpwUBEeNuQkLm-J1CPwcrRmpex2Qq-0JamhNLnTDb92U8uu2OI9nrLwG-s55REgtQxuPNAUQAd05%7Eo%7E29IWR-IXYZ5xUJ3UpKcDWgy2fVPbVrObt9laKJXDBECE0t1JBMi2j0vT2ebNkV2fKgvN7RU6kPPrOJoLrVrpfN1BAqyk3r9hgl%7EXJa2dEkO0fm8y3%7EWaKUuyyQUpkpavtcUA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:07,005 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:07,033 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:07,431 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:07,460 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:07,862 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:07,890 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:08,267 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:08,295 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:08,707 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:08,737 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164910Z&X-Amz-Expires=3600&X-Amz-Signature=7d796df1f99337c9382655ee00a0d8f2fa90c55a6cb30895450850855c6bcc1c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164950&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vN-Ggabl0DGtdHFkE5Clm606imHbEOHGm1MniPE7Rxpks3KYXgDgx40%7EZ8B%7EK9Y-D2pl7gCulBnTz4I3%7ElrS0h3MvOzj0jLi3096N2yL5Ma%7E0n%7Epb3H-PuQ-o-SvLVH9VLyclTqM0RA68JZ232x8hAAjVPVtymJJ1JyrTE5SAT01F5UZOA6s4oQsRYHXR%7Ejy%7E3RJsZLXYwGrX%7EaVCwRf3CDkvGSCLWE0T2B5T-IVKb27BAgzYpU6pSyU0TRaX02zgFAskKB6YFqlF8eC5FVUFi6l21emo8IebNW4MQypVTtMRILJOSLfQqCKp8JRb7QHWIn3zAtWE8SqmzWlv11YTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:09,103 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:09,133 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165018Z&X-Amz-Expires=3600&X-Amz-Signature=a513a929cad1eb953829918b3116bd66035db2390f5d4dcc7b04aa1d0ab41a68&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165018&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vztRNHLUk5FwDk829E3KX-PO8c10zNaHLYS1C7EKrFuLEXl9CvAdfwUaFPvCtS9yXplqQkxWTHUGS925kFFvdBtSAhYG1CNgUltE3HN67Zl9x205i8BoFlwaC-V7VRCIl-ODKJdSOL3W-fWdC5nEmYcrL%7EBrWQ0gwaUrjfiE%7Ewkh0JzWYvGTRTGSjDW4HJ5D7RSlBpvyFu9LTFpC3wooybk6m2LuauLI-Ttmk0uchD9C03c34EO8JmZCNSwmZfO6GfRB2WcztQf0Qcvdo-w9HJ1L-bYzL3vV6vl3PxuSizS8zZkekAYjcCtkTe4DUMzkfUEyxgHk195%7Et%7EuKjhmQqg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:11,094 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:11,122 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164924Z&X-Amz-Expires=3600&X-Amz-Signature=1a53b0f7acdb736bfe01f4286cbb84faad56abc8878ee3673e08e118a3b7ab3c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164964&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ORwFy65TRAwZjsWcXcOGDem9Sazqd2Nt1qUNN5o99ywG9Q63ZYEj6Jk3A703%7Ee0H1oQT2JQ87EjGTgtFsvzbjc9UAVrpzfLPYc5bciZJOSvEnGCvRefzAGabGPkdfIO6Zic06KSy4-cR7cDd97Iol5jKlr%7EEM1Ime72ZE0p%7EptarJn9GdtsbXwont3e2vZSW3NSGytF7YMixFGWI1Uk9cv30T%7EVMQJz4cQ1hoyrDm4xdEsImnUu1g4LsECnjQE2Zd4GgdkY86MyKGBx-9qhZ6NC0JXIOkvs1h%7EsSQ%7EFNuTq3YnWhCBU7cKtqN6J8mkEGasuLczTjdzcqqt9mPj9Qhw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:11,521 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:11,549 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165000Z&X-Amz-Expires=3600&X-Amz-Signature=265567c42d4d3684b8d90591704f9f16f83020b48b0d5100aa75f11afe3d430a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165000&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=q6u3CGwZXTLZ4tYbtx9DyN1tRCIRZi6wSeK3a8pCQuitQkFPuiEPGQYs3Wm5PbfV3zxKUh38P61p76TcQApnmLMGGYx0MqYv38UcLrlznQaw%7EMaepktsG%7EB43oL5WldIzhoqSxNO5KLINB0I8UAhkIAPtcH7hb51Aio5VGNEWMBKfMleobg10wVUG9CQRBCZm%7EO4PzSeMHZ82I%7Eb5sTBk6tiMYvO1%7EmEqleODWOSswCF7BpXJuXgd0Bx8nVVK27KSWsetIScidCRZZVuO-WN1zLXlEaasCb4Z1J7KoGVXTT5Dd0ihFPOS0niGGDmwvtAYrL8HJP4lt22zCfruXDJwA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:11,925 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:11,953 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:13,784 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:13,812 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:14,201 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:14,309 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:14,702 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:14,732 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:15,128 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:15,157 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164924Z&X-Amz-Expires=3600&X-Amz-Signature=1a53b0f7acdb736bfe01f4286cbb84faad56abc8878ee3673e08e118a3b7ab3c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164964&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ORwFy65TRAwZjsWcXcOGDem9Sazqd2Nt1qUNN5o99ywG9Q63ZYEj6Jk3A703%7Ee0H1oQT2JQ87EjGTgtFsvzbjc9UAVrpzfLPYc5bciZJOSvEnGCvRefzAGabGPkdfIO6Zic06KSy4-cR7cDd97Iol5jKlr%7EEM1Ime72ZE0p%7EptarJn9GdtsbXwont3e2vZSW3NSGytF7YMixFGWI1Uk9cv30T%7EVMQJz4cQ1hoyrDm4xdEsImnUu1g4LsECnjQE2Zd4GgdkY86MyKGBx-9qhZ6NC0JXIOkvs1h%7EsSQ%7EFNuTq3YnWhCBU7cKtqN6J8mkEGasuLczTjdzcqqt9mPj9Qhw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:16,913 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:16,941 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165018Z&X-Amz-Expires=3600&X-Amz-Signature=a513a929cad1eb953829918b3116bd66035db2390f5d4dcc7b04aa1d0ab41a68&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165018&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vztRNHLUk5FwDk829E3KX-PO8c10zNaHLYS1C7EKrFuLEXl9CvAdfwUaFPvCtS9yXplqQkxWTHUGS925kFFvdBtSAhYG1CNgUltE3HN67Zl9x205i8BoFlwaC-V7VRCIl-ODKJdSOL3W-fWdC5nEmYcrL%7EBrWQ0gwaUrjfiE%7Ewkh0JzWYvGTRTGSjDW4HJ5D7RSlBpvyFu9LTFpC3wooybk6m2LuauLI-Ttmk0uchD9C03c34EO8JmZCNSwmZfO6GfRB2WcztQf0Qcvdo-w9HJ1L-bYzL3vV6vl3PxuSizS8zZkekAYjcCtkTe4DUMzkfUEyxgHk195%7Et%7EuKjhmQqg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:17,374 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:17,403 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:17,783 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:17,811 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:19,553 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:19,582 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:19,982 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:20,010 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:20,376 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:20,404 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:22,290 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:22,318 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164946Z&X-Amz-Expires=3600&X-Amz-Signature=d201c252ff82b15e08318ad752d2bede31b87efd6d20c64e7f2bdf32cb956c97&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164986&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=R7KilVJxDsxFZpscSdDLDFnOE2pgfrPqLgaJNXrss-SerwcOJiiXWDjn-aMXbdJ3G1exoVxzszI5sZPfu3sey3YvVCMZRHHKwm-9FSW9DJXpfOxvCwmwxy7UgVJoEbzuWZqbbKKuySAeLTx6Twa%7EFjUeSUwEoa1OhubyVlK0yYTRwVa6NNIP-06qPjzUNdgYfVB7EP-dgBhlSLjWbuyJ3PwkOwhOZSlXeYAzkZDf%7Eiw0bzlacCPSEWZRo5MVwhRadQmghskcREXpMVWZVuIi124xrD8lPkJ1jVWVfC-qq7ymaPMuuZMuGc6dqE9-1Gsb8zHmFn7H9LjScutf-KT2Ww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:22,934 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:22,966 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:23,362 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:23,392 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164856Z&X-Amz-Expires=3600&X-Amz-Signature=b098fd544980e399444b4703e278b94f81964ba5702db39bb7f82dabe97f8bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164936&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=fOeZU2NZ6ZtK1uS4LNagqtyR2zWXVB18ot9ee9d-d6GTWiHLjtAMXknsJoNt2uzkVbe1WHxkUbHWuPLCilzY0ax2a6yX%7ERNbKDph%7E2KblYrf0Qs6d2KjgObSCcUKCjgFTFybZGUWmvygTWqIp6oxAWoUxTA4jOWHofQvpwZD-K9yeG921ScVn5Rk-eW3rhIdaoq-DieIsVW6Mh9nUd7u8YmgB3CZn76ygqzm-ozz8ycuyot9AhIKM-yP2RSGv6pow1ba6udrblalHkGqTl5IVyJcf21bU-A1q5jGsZivqfZmLjVVhX-hLa7RzbUhi8bX96mpa9oVCkWIsFNpGuigig__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:23,795 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:23,824 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165029Z&X-Amz-Expires=3600&X-Amz-Signature=a8ce0ef238f67d54874b68020161c9a86fd6ce876b15fb3c9d1e0f4c29dda38d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165029&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAyOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=VKRVjxPNY4IqrEX5z615RWcJ%7EA4JF%7E4mYgm6ZUG5pK2btsT80jYRwgUO6lfX7olQnxLYbxj2eFsJqudmWu-2ZLfMA7joH-1uRcjgzO%7ExOWBT9XCy%7E-1TT7-kbtFKo8OWe-HWtPeV392An5Hq7qO2oQh8A3IieG%7EGe-L15acp--Ccz8z80h-IF7lXLAj%7Ec-jsg32TDagyO7CCSlw7Ho5irUYjW36ROD4%7EOVcqCp0ZLIB0B7vp9N%7Ez3icijoXhw9kLseiRhRllNe0ZcPOZ2Fv5EETpiCVCPCcnCnAb0G36EU1r4t2IMm8GCIES0oA2LglWABP4gmZ0yhg5c-vHZJr0xw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:25,583 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:25,611 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164843Z&X-Amz-Expires=3600&X-Amz-Signature=8b3cc9fd6536ab6eeb767c2be1e91497fa5e9b444c235cb617b7f2be2d7e747c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164923&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=LdOeimts8e3vZqbJ9cqJQgpF17pZTA6ys45Y%7EclX4eO23K25%7EOmPPDDDMrUV18%7EMy6BGotPqkvsBN2Jxkgyhl-K-39frN3yj7u9TAin8qau8HmO3oCRD%7EqvAJdC7cUZdESAgr98bjzfJuH1lLBtXIhwAC0M1brADCAFYJkD%7E0PSLeihgerHANUab-XPciwJhkb5cZOzHjYlcvWw%7EmRCkPAnuKariWMzHAOHJw4B4fdFgriHE2fnISSRafap1r6KHmqHf2IAV88d5wl%7EFoBcsXovoSOF4W-EU%7EoL-WlyQ9YewS3qVQRacVPU4klpPNkSTl0gBtJHkf5KhhMJMHQnrww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:26,027 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:26,056 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:26,545 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:26,574 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164948Z&X-Amz-Expires=3600&X-Amz-Signature=72927c204cf5d05d66b4ae6cb6c92dd3acd3652eecf835e959edf03835c4f608&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164988&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Oo7DLCqZkWdW7uKIjZHI5XBsqBlnf9NvL22FcRUsHsgYrt0UmXkirpxeqb6IyPxbNWIuz1c-BlxAWJJNAmW0egxBdGK8JHwWfbrr37q3D9kuueif-t8nEgqEitYDqx80Jp0HtXoBoQ7hOfehFANbrmveeWezOGCVUGKEDJiU1DRrlLhhu9ea%7E2-ecwuWLMwqpHrborZQ-Js9wOcN0TpQEWPk%7Efx9LrbhiGiJ39QzhGa4NNNX1%7EG0zG93sApIbfGapHHGBmfrmiMXHx3mVOM6-b56SUiGJlCmGTvZfGlNsh7eO-uSbggfBI4JnJ5zfiG2VAAaE3gMGCCmekPaKW-Mrg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:28,337 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:28,365 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164843Z&X-Amz-Expires=3600&X-Amz-Signature=8b3cc9fd6536ab6eeb767c2be1e91497fa5e9b444c235cb617b7f2be2d7e747c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164923&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=LdOeimts8e3vZqbJ9cqJQgpF17pZTA6ys45Y%7EclX4eO23K25%7EOmPPDDDMrUV18%7EMy6BGotPqkvsBN2Jxkgyhl-K-39frN3yj7u9TAin8qau8HmO3oCRD%7EqvAJdC7cUZdESAgr98bjzfJuH1lLBtXIhwAC0M1brADCAFYJkD%7E0PSLeihgerHANUab-XPciwJhkb5cZOzHjYlcvWw%7EmRCkPAnuKariWMzHAOHJw4B4fdFgriHE2fnISSRafap1r6KHmqHf2IAV88d5wl%7EFoBcsXovoSOF4W-EU%7EoL-WlyQ9YewS3qVQRacVPU4klpPNkSTl0gBtJHkf5KhhMJMHQnrww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:28,805 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:28,835 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165102Z&X-Amz-Expires=3600&X-Amz-Signature=92e09699433ddcc9418a1f69524aafa6533ca12490ea725f1d7082ab8e25b57e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165062&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I%7EKjfauuw3SUKf91rKXaUGquqw4KjfYRlfpgYcjkPJB1W5MnR-3gvK0gF3lmyvY0Xvcu97iNpY2G%7Eb7sQ8dNLfQMaa49WtvAV55xRillZIwrLmz3ZTsfyAo82Zy1wkzlK3Tyg3xRyq3a8M4mwXtYlb7YMQsVZBvI-E4UKHlxuXGz9WRIfFtq1W7qkEgB9WcmFBSzNNK68GT5T9VF2M1nYo-qaeAl06uPez%7ExOGzNZsPlLH2LXMMlmnEupsRzhfXeoer3w1QMp3V7oJQ9F5A6ZrQ8XDKzdng6RFbFCA5cqx0h-6myGLBQ8qbtc-mnvrsx2ZEa%7EpVxtNyD-Ai0t6jfPg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:29,221 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:29,250 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164946Z&X-Amz-Expires=3600&X-Amz-Signature=d201c252ff82b15e08318ad752d2bede31b87efd6d20c64e7f2bdf32cb956c97&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164986&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=R7KilVJxDsxFZpscSdDLDFnOE2pgfrPqLgaJNXrss-SerwcOJiiXWDjn-aMXbdJ3G1exoVxzszI5sZPfu3sey3YvVCMZRHHKwm-9FSW9DJXpfOxvCwmwxy7UgVJoEbzuWZqbbKKuySAeLTx6Twa%7EFjUeSUwEoa1OhubyVlK0yYTRwVa6NNIP-06qPjzUNdgYfVB7EP-dgBhlSLjWbuyJ3PwkOwhOZSlXeYAzkZDf%7Eiw0bzlacCPSEWZRo5MVwhRadQmghskcREXpMVWZVuIi124xrD8lPkJ1jVWVfC-qq7ymaPMuuZMuGc6dqE9-1Gsb8zHmFn7H9LjScutf-KT2Ww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:31,006 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:31,035 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:31,407 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:31,437 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:31,841 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:31,868 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:33,660 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:33,689 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:34,325 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:34,354 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165105Z&X-Amz-Expires=3600&X-Amz-Signature=9c8a2fe4a296d7f9f72e60bb26a25975bab890b75e0ae3deaaac30c28372c6b7&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165065&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=EVBtTL63vMezPTNftqhbFVVvjrJY5eZmd8n4LEXKvVvdQW4ePjXdDlEQvHGUQYWG7hWxLz2i59xIKLZDC47lZYDxA72zLmV%7EFrdtWRqhSRmO4sLSDyjCH8M-z1TAYqOr9ew7ffOqDMEXIYLgz7JO2VDqGPUsvQzWN44NDQAo1q4AcGdmoCdCC2On9C94mS8hv3rl8gXvDn95xnt1NmFZWK5Z56UDGFWe5FTK1FklGPlCYpSJj553HRack3Uh83KGqrTNXNdSv9i-nY9nLjum-eet10EOPHPQWgW-HzdaRt4R9xZ%7E81sv4%7EWXrHn6naTuJBBO5nel7I86BMPFd5Pp4w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:34,751 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:34,780 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:35,151 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:35,183 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:36,926 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:36,953 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164920Z&X-Amz-Expires=3600&X-Amz-Signature=87fd528b97f0eebf5715221db1ef194ea14cc352a874ca1f94971b32cb27fb0d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164960&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=KWOp2dImaZUtVrbVzDFysXphEs39fFqtWBo2LRoIbGW9b3uiyOPUrVR6FHsHqQIw41zz2fQnvK5PrrE-joePkuDT0jdN3X1sAHf7Lx%7EiWUy1RLcxBlE036UoRXDqKqQnHuQMBCjxG2ISA2Fjl2s6OoLEan8UtNbFjbE4rmtjF8awEZLbhmQ7RR2ekDQpfvdq2D2w39sN5jNcKPyApQK1MmHSJ5hL-SM1NuJOqadr4FcGshk3hUflrgvBzZJISW6fCEUW8G4q%7El1ZOpJJ59VUHgGaqL7nJuyn44L1pnvVK5GsAyxQtHROnaeR5QZPuYvlVAPrz8-qSErxwstJ1j0HmA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:37,304 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:37,334 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:37,673 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:37,701 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:39,470 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:39,499 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:39,873 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:39,902 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164953Z&X-Amz-Expires=3600&X-Amz-Signature=f7fd3c7a222c306acb7d3364c5ace3e38bf742b1e02c56ad89843c110bde2fe9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164993&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I1ZH%7EaLFC5S%7ECKITvLatHMxqti-jdWRyaJaIJQwPqns46Ie3xgZbyxhqbfo3u5aoWfTWRYIuC4VjYmloAY1BYleDqDQugYEjr42989crrBJdKwRLrIt9APPRwS1tD-vDbUtK0k-8ZtyphHZQtD-l7YgdJhnPQx7TZpw5uDKbHHrU5TQBy0clVj1CpApmIKorjZH5HvFKi9mgmmHqQ1ndk-UYZFGQpgQqSMpvKLr456h96EtcH7cnSQLFwEPinOXwF2YPkvcnmj7HMQ1KPog%7EBvZgQswj1KHacj3EXCxIUFh%7EEtp9N4ge1g5TOVRn8tIVY15qUwFKY-VZbng3XOtkrw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:40,300 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:40,330 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:42,056 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:42,084 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164945Z&X-Amz-Expires=3600&X-Amz-Signature=d871f9ec5eb0a103c5ae8c01f5dde59a4035fc91ba1f9fe6ce9eef304485b5ad&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164985&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=WHVuv53ZVTcW3XfnyRZH-2FTIx6xVdbUAojvx6H99XOmwjFfmy6STct67RnHxMw0LmA1HqPWcan7udLXZGV9T3Q1k754OOw8PhUtJM0ynXRLE%7ERS62%7E4GQpbonrm20%7EPxX9s8IMTOUSH3a6C6Xrti0M6wzX6GCCZFtRf4R3mzZK87QsNVw96aykjHYytY2wnRxidlL5UaDVFGl6Jr67tPAT-maW95YBoSbPum9-YxwGmBaBAUi0jbEYLacAsbgtBlFNCjSB3NZPps3FWeFUaB5s-89KgvDbkSEZtwxH0QcCfq1UY1Ak62HXoiFcgtULJHcuAkbWv3W08cSa5bkYM1A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:42,416 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:42,444 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:42,814 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:42,842 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:44,516 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:44,544 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:44,922 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:44,951 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164922Z&X-Amz-Expires=3600&X-Amz-Signature=0ef9f98eae63daf38e7cbd30eb36b2b3b992f78c48eb06f089df450889fd9771&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164962&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qqb0xNSHKl%7Exm7lSTlkZux6I-zFigiR4q6C0a5sV7d%7EKB71pNy8soWVxnHRjb4ujuCYpu5JqGEO%7Echmji47jhu8NF3yFwGA9TPqM5OneWIvA1P1sBLNO9pPVEoFKDIzxm4hvxIm6J%7EXdwbPM4pysT%7EylmKtjpxlnyRmLc3aAyNkTImLgEJvW67ZAJ7dBY7KzESXO4HHvPh4jMtKqw-LiIE0CuInU2pQDvm40VYVSoTI7GINgt4qr5y7ysAehZ1I4PmvJwSaPr9KupTIGQpYugtEhhd--GMO1qOHLh0XPt8IYwTA8GNuwOZlv7EdkOFjEL7fq6md8wzeth%7EKsfFRI7A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:46,663 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:46,691 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:47,060 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:47,088 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165048Z&X-Amz-Expires=3600&X-Amz-Signature=aafd5d6186f5309e9584ca3ef00eaed7751fd4f69ede7a62178913bf2458ed28&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165048&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GsxUZaYZSUrWmcPZC6EMEOhivVCSRVTQ4MbTQPcvoYVjIH7BaATwHHrSI3SkeLfM8%7ETpE2E6nMi9V3O9r1Dy5eno-tpf8dbvJJW25TcTkIDT3kihiE%7Ex%7EB-fj5nHDmnnsHUpvNRazDKbrBeNks3NZV9b5uxCP0bjP-BUKPVfrPUMrNuyJ-vM5yb1Ostn3waU02nNLSfJFDjMi%7ED%7EYRs2d3kCBGzKrXn1Io9LcS-HP6-OgZK3UaG8JUuPVjFcVgZM-5GjwzyXE2NuDd7BMvD8dl9ad-JrFB4m3epqLaJKIbOegmHrBG-FFQcMkJrfOtd-rlDFWqosEknttn59OrTG5A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:47,780 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:47,810 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164830Z&X-Amz-Expires=3600&X-Amz-Signature=d9710b51534f046c9b5a69add0b62156182c9aa44d7d10f26517ecab728a7bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164910&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=RsdgA7YrqukMmZlfXbiZKPAcjAn6rSzGOYIX%7EzNCQK0RSzvShEQT-cVH-xMpZ4xlHtK9NTNF%7E1%7EEn6h81xgnSKFLevVBaK03Rl2XuGqu08HlGKTeiH7YvpsN1UACH8Nr5I5WWSGCGgd3TubnEm6H3XvhtUKxzEpZc0l1%7EWaHc6IlTPjAQhD7rP7KRWDn6drLGu8BtRxngr7S4lzXgidtrnBtgS9w35X961JvuJ3uuasT-paT5jpH0e9OdvyuRKf%7EZRWGZl95eay4lfevt0uNxxMQP-ea2cxOsUtpyLbZMs4G0IjDFkuFUwGr%7EAyD4Ko04VwmKrsZjbFtiyuloS-15w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:49,548 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:49,575 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:49,964 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:49,991 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:50,369 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:50,396 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:52,155 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:52,185 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:52,611 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:52,640 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164946Z&X-Amz-Expires=3600&X-Amz-Signature=d201c252ff82b15e08318ad752d2bede31b87efd6d20c64e7f2bdf32cb956c97&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164986&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=R7KilVJxDsxFZpscSdDLDFnOE2pgfrPqLgaJNXrss-SerwcOJiiXWDjn-aMXbdJ3G1exoVxzszI5sZPfu3sey3YvVCMZRHHKwm-9FSW9DJXpfOxvCwmwxy7UgVJoEbzuWZqbbKKuySAeLTx6Twa%7EFjUeSUwEoa1OhubyVlK0yYTRwVa6NNIP-06qPjzUNdgYfVB7EP-dgBhlSLjWbuyJ3PwkOwhOZSlXeYAzkZDf%7Eiw0bzlacCPSEWZRo5MVwhRadQmghskcREXpMVWZVuIi124xrD8lPkJ1jVWVfC-qq7ymaPMuuZMuGc6dqE9-1Gsb8zHmFn7H9LjScutf-KT2Ww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:53,023 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:53,053 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164911Z&X-Amz-Expires=3600&X-Amz-Signature=5b0f708b22e568efd4e49bc642f073030c3a54f6f04ee91639200fc52503810c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164951&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Cmqx2UJJ9pvpvFe4X72TN5bqATvAkROk-WJYTevB1G9ahGOrIuHKaUSJPyplm1Cxm78nzEOSYXCQkkg66ZeFmlyHo4CqRjZgIXTAH%7EBYQ-GAtWvWoZqc8hOgpJRN9BU0JkxnCvVagI3MD0squGU8XOon9hNUBc3022tU6iFbG4jkFHFROcpnIl-bh0pQPRnZOOlCIRUAL-OVFVPnWlT9UFVT8VE6BibxJfBLd9qsKR50tzw-L3Q2I850gS4TdRKTNvYtsSxd2cqhWYdQImSxZjtwUmB62a6rmZ5SuwpKQAn1A34kjeQjxCZGhHeNYmxaXkyDehsywLMBjiP955OsUg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:54,847 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:54,874 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164904Z&X-Amz-Expires=3600&X-Amz-Signature=9658fb7bc1163bb7c6e86b6016f5ee0a99ac5c424163e25c315113c97c0c429f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164944&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uit2GOG9tDlzgtZGuDBRSwu9VT8mYBZJNpNPpLgKug0mi3IFWANzXcWAArQYjUpulhhz2duyXVXquDLicViP8XkyX7G3qgcS3NjgAeJm2-Pj2taP3h0ANpEmhx0adbgV4HzMjcS7-TUtqio7jRXbq4dlxFzWM9ysufCUMMHbaz6D5gnNz7Y1f25FNYkYlXNuIJsNd7rVwi1w%7EWf-rNv%7ET-O6gjvFpyNlPmUyLkk2yqYjihWozifa%7Ey6Sv5srl8d6oXYkxRLJp3hS4nhfeDRFHjXazTzPxPZCTE0fYKB%7EOD76dBZJ4aY-yZn8Tq4zt97LcC6dmw3UH8wEOqojkOdfuQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:55,244 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:55,273 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:55,638 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:55,667 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:56,043 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:56,073 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:57,835 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:57,862 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:09:58,231 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:58,260 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165302Z&X-Amz-Expires=3600&X-Amz-Signature=81d4fa15e32497a40a33dae36d636015ad4a63b58460e01f2b92a7eaded566e4&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165182&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZSIExexQGsb6BNZRE9cwInpaJQe-Y%7EYc7Jm4qeMklkZ9lBl7V6wdFcykL2kr3zuxxUq6q1iGm4zgKRf5F5eTe9wYbx3RPrJtp%7En-T2uKLhVZxwxrkrsEsO-Em86EmVWpScEd5a8NmCHmuJF4tK2r2maLO2a6jOPMMYh7i9j1AhO7xnASSkN2NhpeIiRy5y-q2iZ6Z51rsaLeyfaHHhnVKbd6xuvx6dHMDdBWuN2KW8-w85rM4EbQX0AnA-AXK6Z5zUVWpehYQBD2lnsvbeSVyjz%7En4xkTq8ZpvOCl5g1UdX674p4pyXMNhalurwHnzDdXZBA6Yx91aB6VEpp-mHKRQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:09:58,658 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:09:58,687 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164910Z&X-Amz-Expires=3600&X-Amz-Signature=7d796df1f99337c9382655ee00a0d8f2fa90c55a6cb30895450850855c6bcc1c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164950&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vN-Ggabl0DGtdHFkE5Clm606imHbEOHGm1MniPE7Rxpks3KYXgDgx40%7EZ8B%7EK9Y-D2pl7gCulBnTz4I3%7ElrS0h3MvOzj0jLi3096N2yL5Ma%7E0n%7Epb3H-PuQ-o-SvLVH9VLyclTqM0RA68JZ232x8hAAjVPVtymJJ1JyrTE5SAT01F5UZOA6s4oQsRYHXR%7Ejy%7E3RJsZLXYwGrX%7EaVCwRf3CDkvGSCLWE0T2B5T-IVKb27BAgzYpU6pSyU0TRaX02zgFAskKB6YFqlF8eC5FVUFi6l21emo8IebNW4MQypVTtMRILJOSLfQqCKp8JRb7QHWIn3zAtWE8SqmzWlv11YTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:00,442 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:00,470 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:01,107 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:01,135 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164834Z&X-Amz-Expires=3600&X-Amz-Signature=52f0589a2a77a0f18376f129eac344f12823df56d79df219c8ea791a56059728&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164914&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=iCa4I8zZpL-o%7EQvwKCa5eMli7HuzW-FvmVvr6D9NDMgaIQhu1Vn-9YONWVytTl2IbgpCUaLocq0M8idCpxqRLippI2ZU6EjUqaIxLtU7mrMOsWwzzV%7EdPD15PRHEdjhArjptV-m9Zq-bkL7IQgct2gByeaC8o8CcGUwoGXGXxAnMRV1G74hUYSaTy4c2WI2DqkolnoTK9naoHDK1DqQ1HcvxOk-SOhU4FRlGkDbAjyoZoe6AljxuufNt1Z%7EEgEwJenO%7Es9mUNnShgPC5AJ6k9rQkmAqvIZKl7EGo%7ECSr5OCtoTthQV0NZxLRvc3cXwAuXJUF6gWGKPUYCrwTP-EuDA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:01,560 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:01,588 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:01,998 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:02,026 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:03,866 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:03,893 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:04,316 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:04,344 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164910Z&X-Amz-Expires=3600&X-Amz-Signature=7d796df1f99337c9382655ee00a0d8f2fa90c55a6cb30895450850855c6bcc1c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164950&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vN-Ggabl0DGtdHFkE5Clm606imHbEOHGm1MniPE7Rxpks3KYXgDgx40%7EZ8B%7EK9Y-D2pl7gCulBnTz4I3%7ElrS0h3MvOzj0jLi3096N2yL5Ma%7E0n%7Epb3H-PuQ-o-SvLVH9VLyclTqM0RA68JZ232x8hAAjVPVtymJJ1JyrTE5SAT01F5UZOA6s4oQsRYHXR%7Ejy%7E3RJsZLXYwGrX%7EaVCwRf3CDkvGSCLWE0T2B5T-IVKb27BAgzYpU6pSyU0TRaX02zgFAskKB6YFqlF8eC5FVUFi6l21emo8IebNW4MQypVTtMRILJOSLfQqCKp8JRb7QHWIn3zAtWE8SqmzWlv11YTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:04,766 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:04,796 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:05,244 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:05,273 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164905Z&X-Amz-Expires=3600&X-Amz-Signature=32624530b60ba9040fdc3c46bf0f88ce29ebbfa95ca84bce4366bd34749a1c5b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164945&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=olVcg02NkLU22MhC6NBXxhPweNm03FzNtOyccuWPU7FaiQbjOA9OEO74SeVjPzsH7wWZ6NQn5Wo65q40g1tbxfU0qAW8OQw8UVtqbDXnfn9ijM5HnDdrlnoBwoprlyfh4RhlJJa5mM1DDjoF9K-1F%7EKdXcfRUA54oZ7ivjKTfppHGXGIvUV36Mp5n3qvzwEQdn93VBI30GDhybFINq%7Ece8Yco7hZgVtdioRC5QYPFBPcdRP7usY9C4D%7EsQhfeL9l0Y4GzZFVouPnQap92IRokQhz%7ENsuiHJvqfyr1PjHNE77fLMYflsml5tsSR3dTbRirl8YydhAqcQBjskuEB%7EB8g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:07,217 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:07,245 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:07,636 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:07,665 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:08,068 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:08,095 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:08,452 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:08,480 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:10,386 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:10,415 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165321Z&X-Amz-Expires=3600&X-Amz-Signature=5d00390cc2dbe30a35574d650a82d92ee9120b4a8702d36c0805415c78f3a95e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165201&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTIwMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=mZjfqjoyOgvovT3bGsMYEqHEZPmxnY0R3twmTWElygaFaTiIH8RwomP9lEhUbf6Vi54jzAlOjtQ3Df4-W%7EiT78an3NbYpTQBpmBJwHxquGl%7EmtISsXpn-4L6IxhZD2aMHkDrNd%7EwLFi-c6PfK0xmCUoPulOlFtZa3BABHiIahWFQmVdpvPi4K52mbf3FADnQMx275XuHqiG5OvVz-WzZNWvmhGgSuNgnjT63Dkx-TZfT5NtTpSA1mj0t%7E3JDvHmD17PJkDoRIsZUlNwgW7ZH-vQ1FDWJrFu0SIG1IqwN85ohUVbNCXjTok4u4T232gBampIBBHPk72R5S1qMder7Cw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:10,804 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:10,833 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165102Z&X-Amz-Expires=3600&X-Amz-Signature=92e09699433ddcc9418a1f69524aafa6533ca12490ea725f1d7082ab8e25b57e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165062&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I%7EKjfauuw3SUKf91rKXaUGquqw4KjfYRlfpgYcjkPJB1W5MnR-3gvK0gF3lmyvY0Xvcu97iNpY2G%7Eb7sQ8dNLfQMaa49WtvAV55xRillZIwrLmz3ZTsfyAo82Zy1wkzlK3Tyg3xRyq3a8M4mwXtYlb7YMQsVZBvI-E4UKHlxuXGz9WRIfFtq1W7qkEgB9WcmFBSzNNK68GT5T9VF2M1nYo-qaeAl06uPez%7ExOGzNZsPlLH2LXMMlmnEupsRzhfXeoer3w1QMp3V7oJQ9F5A6ZrQ8XDKzdng6RFbFCA5cqx0h-6myGLBQ8qbtc-mnvrsx2ZEa%7EpVxtNyD-Ai0t6jfPg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:11,262 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:11,289 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:13,068 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:13,096 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:13,467 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:13,496 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164921Z&X-Amz-Expires=3600&X-Amz-Signature=9160e1be6f1fc5b8479b633f5d135954745d9d65fa01a9bdbd2a311560e93f25&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164961&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Dw-MaGIEKUlJhcil5BvERw6IusxhkiGePhgU6XH8inCxxEa42ktZg2GjVJ8Dzq06JmtRavEIc2d3u81OFoF3Q4YIodw-nLbTdJjQw1gGtbXGS6xwDYAB30RqRMpZPQ%7E4nQLltWzZ5z8b97hmuoepAlHdjlpOlRUvoJBk5WEAN-%7E48ECktVjosXdoOdYysjHiyBZa%7E5-UvOgA0XBHsLunMnSYD2Cv65N6geb7jmx%7ElHHVlBz0UDyP3pCUgW8GwlgKupP6oq4-P859o%7EiK-qvm-u4Ud1dtAwKmfm%7EKimZ8Z8uol-1hujvRa1kgvzyqUyg%7E47-7ef9DWLFyRSjCQF8rTg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:13,869 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:13,899 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:15,650 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:15,678 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:16,475 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:16,503 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:16,938 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:16,966 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:18,733 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:18,768 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:19,198 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:19,228 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:19,626 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:19,656 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:20,107 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:20,136 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:21,908 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:21,937 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:22,332 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:22,367 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:22,762 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:22,793 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:24,513 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:24,541 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:24,924 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:24,954 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:26,704 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:26,732 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:27,133 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:27,162 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:27,549 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:27,577 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165514Z&X-Amz-Expires=3600&X-Amz-Signature=e380e30cdbebccb5998dc17bd6f9e9d6f8adf2fc617569893709b005dd997aac&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165314&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTMxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qzdrkqhzRyWYyTOy-Ul6vy20L1kp5dqCOgao9%7EM4-GEhdn010Gz6ZpbRY1OrRF%7EJ5JeVgIzEw-uM64o3PSC-8NcynmaIXf29z-QKOeSIUPg7FbMBE0CXP0YaVLXwNQqKlSia5k6k0owWX%7EHoHz4TaPBSEWUu4o61zW%7EPDM-YeaNgm32aklfHGYOCQc4IWovgZ%7EolYUQYCXZnsAenTn5usqqhsTclkr6IfN4QCvROVbQ0eAA0XPAOOUOpWnZ-2%7E75Gij21VxXMR%7EmgUMCGioQi8DKTbOH0ti3o-Kqi0zJKtRU26ZcYS7JFqVozXT9DHzH4T1ZvFrJYTPO-71hijUCgQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:29,316 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:29,343 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164922Z&X-Amz-Expires=3600&X-Amz-Signature=0ef9f98eae63daf38e7cbd30eb36b2b3b992f78c48eb06f089df450889fd9771&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164962&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qqb0xNSHKl%7Exm7lSTlkZux6I-zFigiR4q6C0a5sV7d%7EKB71pNy8soWVxnHRjb4ujuCYpu5JqGEO%7Echmji47jhu8NF3yFwGA9TPqM5OneWIvA1P1sBLNO9pPVEoFKDIzxm4hvxIm6J%7EXdwbPM4pysT%7EylmKtjpxlnyRmLc3aAyNkTImLgEJvW67ZAJ7dBY7KzESXO4HHvPh4jMtKqw-LiIE0CuInU2pQDvm40VYVSoTI7GINgt4qr5y7ysAehZ1I4PmvJwSaPr9KupTIGQpYugtEhhd--GMO1qOHLh0XPt8IYwTA8GNuwOZlv7EdkOFjEL7fq6md8wzeth%7EKsfFRI7A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:29,750 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:29,779 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165321Z&X-Amz-Expires=3600&X-Amz-Signature=5d00390cc2dbe30a35574d650a82d92ee9120b4a8702d36c0805415c78f3a95e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165201&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTIwMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=mZjfqjoyOgvovT3bGsMYEqHEZPmxnY0R3twmTWElygaFaTiIH8RwomP9lEhUbf6Vi54jzAlOjtQ3Df4-W%7EiT78an3NbYpTQBpmBJwHxquGl%7EmtISsXpn-4L6IxhZD2aMHkDrNd%7EwLFi-c6PfK0xmCUoPulOlFtZa3BABHiIahWFQmVdpvPi4K52mbf3FADnQMx275XuHqiG5OvVz-WzZNWvmhGgSuNgnjT63Dkx-TZfT5NtTpSA1mj0t%7E3JDvHmD17PJkDoRIsZUlNwgW7ZH-vQ1FDWJrFu0SIG1IqwN85ohUVbNCXjTok4u4T232gBampIBBHPk72R5S1qMder7Cw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:30,181 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:30,211 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:30,609 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:30,638 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165000Z&X-Amz-Expires=3600&X-Amz-Signature=265567c42d4d3684b8d90591704f9f16f83020b48b0d5100aa75f11afe3d430a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165000&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=q6u3CGwZXTLZ4tYbtx9DyN1tRCIRZi6wSeK3a8pCQuitQkFPuiEPGQYs3Wm5PbfV3zxKUh38P61p76TcQApnmLMGGYx0MqYv38UcLrlznQaw%7EMaepktsG%7EB43oL5WldIzhoqSxNO5KLINB0I8UAhkIAPtcH7hb51Aio5VGNEWMBKfMleobg10wVUG9CQRBCZm%7EO4PzSeMHZ82I%7Eb5sTBk6tiMYvO1%7EmEqleODWOSswCF7BpXJuXgd0Bx8nVVK27KSWsetIScidCRZZVuO-WN1zLXlEaasCb4Z1J7KoGVXTT5Dd0ihFPOS0niGGDmwvtAYrL8HJP4lt22zCfruXDJwA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:32,406 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:32,437 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164945Z&X-Amz-Expires=3600&X-Amz-Signature=d871f9ec5eb0a103c5ae8c01f5dde59a4035fc91ba1f9fe6ce9eef304485b5ad&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164985&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=WHVuv53ZVTcW3XfnyRZH-2FTIx6xVdbUAojvx6H99XOmwjFfmy6STct67RnHxMw0LmA1HqPWcan7udLXZGV9T3Q1k754OOw8PhUtJM0ynXRLE%7ERS62%7E4GQpbonrm20%7EPxX9s8IMTOUSH3a6C6Xrti0M6wzX6GCCZFtRf4R3mzZK87QsNVw96aykjHYytY2wnRxidlL5UaDVFGl6Jr67tPAT-maW95YBoSbPum9-YxwGmBaBAUi0jbEYLacAsbgtBlFNCjSB3NZPps3FWeFUaB5s-89KgvDbkSEZtwxH0QcCfq1UY1Ak62HXoiFcgtULJHcuAkbWv3W08cSa5bkYM1A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:32,811 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:32,839 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:33,279 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:33,308 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164926Z&X-Amz-Expires=3600&X-Amz-Signature=44f67da82abd048d8f1be759caa5365112719b3561e8c1c712cd744d02bb717a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164966&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=jxXe2l%7Ef5PmduF7IyXap1k1HzYVzq9YxsQYqzAz0OGBk5S-XOTQ4RuZ8kIOofahzny3O2yBec-ash%7EC4X1s5qr4SZWO-g8cbKhxu1txqdrEx8AQ6Okjmc67eYyFgMY%7Eko1-Sc7SUSVsjTlW-LLVUQQZLQFxOGMUljTwhGCgZBxpYcdGl%7EyWaGBEsKrbpKPY0wU%7EX4D5gyt4jM90n%7E9kDbHH9wLAGujh56ZJAYVGa%7EkLRbrlfA%7EL9%7ECjYNXd0l9%7ETfBJjJUVU1q-cWtulo9yu%7ElRxkzpwBCyZbJ1ZbOZbCsJguTvMxsM0ID58NQl2tUQR1d5w4FTj4MJSjjnH8yY5jg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:35,066 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:35,094 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:35,493 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:35,520 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164922Z&X-Amz-Expires=3600&X-Amz-Signature=0ef9f98eae63daf38e7cbd30eb36b2b3b992f78c48eb06f089df450889fd9771&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164962&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qqb0xNSHKl%7Exm7lSTlkZux6I-zFigiR4q6C0a5sV7d%7EKB71pNy8soWVxnHRjb4ujuCYpu5JqGEO%7Echmji47jhu8NF3yFwGA9TPqM5OneWIvA1P1sBLNO9pPVEoFKDIzxm4hvxIm6J%7EXdwbPM4pysT%7EylmKtjpxlnyRmLc3aAyNkTImLgEJvW67ZAJ7dBY7KzESXO4HHvPh4jMtKqw-LiIE0CuInU2pQDvm40VYVSoTI7GINgt4qr5y7ysAehZ1I4PmvJwSaPr9KupTIGQpYugtEhhd--GMO1qOHLh0XPt8IYwTA8GNuwOZlv7EdkOFjEL7fq6md8wzeth%7EKsfFRI7A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:35,906 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:35,935 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164907Z&X-Amz-Expires=3600&X-Amz-Signature=aac0613fdec64253032fafc479236254c538fcd492ab9db878971b6f3ef4e995&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164947&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=k-jTgMm0HsHqTt9QEy8vIY0KrvCPMl423iG%7E7WOfjkXNR9QGTdu5NSL78fBEsgLoeetvpWn-t7mLP7UsT9ugwFFgkiGvu-RrekLMwW8kc7boFgZvcQTb8sDbhrB-BtqGLG7wzWy1ffNIQOcJi9QlBRdI33PaJ9GrziKVbdtAhvbMnczlFMyOzg7Ezz9yH5cObsRu%7Esxx6j07UTXlKcUs7mJshfEcQqyz9Rk2U9JqxaAS-QwvZ%7E9Gm8DrGGdMWjQT9ZyaWUhe0Bq-YzKLNkj42DF6DG7%7EWTgUjxmnBP3kOkE5keyx6rXeRhK7qzn-KX1PL4hJkSoE6o-tRcLU1IFMBw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:37,674 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:37,703 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164945Z&X-Amz-Expires=3600&X-Amz-Signature=d871f9ec5eb0a103c5ae8c01f5dde59a4035fc91ba1f9fe6ce9eef304485b5ad&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164985&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=WHVuv53ZVTcW3XfnyRZH-2FTIx6xVdbUAojvx6H99XOmwjFfmy6STct67RnHxMw0LmA1HqPWcan7udLXZGV9T3Q1k754OOw8PhUtJM0ynXRLE%7ERS62%7E4GQpbonrm20%7EPxX9s8IMTOUSH3a6C6Xrti0M6wzX6GCCZFtRf4R3mzZK87QsNVw96aykjHYytY2wnRxidlL5UaDVFGl6Jr67tPAT-maW95YBoSbPum9-YxwGmBaBAUi0jbEYLacAsbgtBlFNCjSB3NZPps3FWeFUaB5s-89KgvDbkSEZtwxH0QcCfq1UY1Ak62HXoiFcgtULJHcuAkbWv3W08cSa5bkYM1A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:38,111 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:38,141 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164927Z&X-Amz-Expires=3600&X-Amz-Signature=aa66129c869ed1df67475fc33167228c2377e2bceb3d52ffb023b019d0223ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164967&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MLxfOfva9ER5O%7EtpqiCBdv1gpyO5Si7TpPGmGRN9xy6bILPCvyWEmB4ZDo8Z5S8wf1bWSFrdoQsQ519hYVmHnCwNJ3WOVsY-YJFzOpDDZcAGodtNW9dQ5fX3fbs%7EuQYn9a62nbSp%7EUGqdJLD2%7EYg5zublogyVLXDgD1%7EjXL8kPp4xheD%7EhJaP5vXPPWKKZW66nVBrEXh9tIPlDuR7a2auw8amK1WYFlS6RCuo5Un6b75adwiCHU85-zWpJU%7E3Crm4QPgFcRLtUWer-TNUxNIcO9DcOjGd7Qnnthw7wjZA2V-X7jWO73ktg0EBbm11DkS%7Ed0oD9xu%7ENHkL5-8lLBHQQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:38,571 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:38,600 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:40,376 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:40,404 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:40,805 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:40,835 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164836Z&X-Amz-Expires=3600&X-Amz-Signature=64ba0fb3b82944dfad9cb3e0f88ce25685fea606a7e2da8f706fcc944980e272&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164916&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=E53hRFcTDwAppJv37lB2xc%7Eyjvlxo2DX04mSwb9Il5VK3b8swJ%7EGKVKLXxUsNLkQqWhz9C5px3Q0D303vSQfEkEDtZnoW%7EJpWLhL5uHlC-lvMnhvZkUn0Worj0AGfN6TPWKUU68mYhwIyo-Pab6a0l9iHrsEKbTyp-9v2Ja86SdQuPFSslNXQnFTNDD8RuCiPszuhAd1pRkOPJXHyBCjTrzatTBY9VtH1w1p0wJrdj8-N%7EL0qv9g603aGUn0JH1k7AnaLNK6JmlpHitgXZa%7Ec%7EN%7ET-FC-5AOtJN-gTNjwcd6w%7EERexCB7A4CQ3jxad8xWHsu9LlM6KblA5bKZYSAow__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:41,228 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:41,257 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:43,036 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:43,064 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:43,453 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:43,483 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:43,900 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:43,929 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:45,781 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:45,809 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:46,413 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:46,442 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:46,845 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:46,874 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:48,634 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:48,662 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:49,047 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:49,075 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:49,476 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:49,505 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:51,212 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:51,240 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:51,635 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:51,663 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:52,019 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:52,047 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164847Z&X-Amz-Expires=3600&X-Amz-Signature=1a7270a4eb00fe9cda5646ffebe9e3a02e336f79aba64e0c073eac935171d677&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164927&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZqAyEpKJXF3Q8zGf3kr1emFj3aNO7zQefGyrv7W0g%7EiH7uzwsH2Zkwcm9aiSzn84v4mDgYqk-ZlfJRVX1hMMwBYDl22XRcvMrOE2RQmoTbZKV8m4NDZYJvxzjxSxS0Wt27yNpwUBEeNuQkLm-J1CPwcrRmpex2Qq-0JamhNLnTDb92U8uu2OI9nrLwG-s55REgtQxuPNAUQAd05%7Eo%7E29IWR-IXYZ5xUJ3UpKcDWgy2fVPbVrObt9laKJXDBECE0t1JBMi2j0vT2ebNkV2fKgvN7RU6kPPrOJoLrVrpfN1BAqyk3r9hgl%7EXJa2dEkO0fm8y3%7EWaKUuyyQUpkpavtcUA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:53,838 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:53,865 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164907Z&X-Amz-Expires=3600&X-Amz-Signature=aac0613fdec64253032fafc479236254c538fcd492ab9db878971b6f3ef4e995&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164947&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=k-jTgMm0HsHqTt9QEy8vIY0KrvCPMl423iG%7E7WOfjkXNR9QGTdu5NSL78fBEsgLoeetvpWn-t7mLP7UsT9ugwFFgkiGvu-RrekLMwW8kc7boFgZvcQTb8sDbhrB-BtqGLG7wzWy1ffNIQOcJi9QlBRdI33PaJ9GrziKVbdtAhvbMnczlFMyOzg7Ezz9yH5cObsRu%7Esxx6j07UTXlKcUs7mJshfEcQqyz9Rk2U9JqxaAS-QwvZ%7E9Gm8DrGGdMWjQT9ZyaWUhe0Bq-YzKLNkj42DF6DG7%7EWTgUjxmnBP3kOkE5keyx6rXeRhK7qzn-KX1PL4hJkSoE6o-tRcLU1IFMBw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:54,272 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:54,301 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164956Z&X-Amz-Expires=3600&X-Amz-Signature=4f4fb625970267852cf4bf6866a8f08b18a7cbc778ecefb247352acaf59f80db&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164996&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=cgbu5soHeq5wKWJWSOEcI6NX181xCUaRdYKEeUco8VaaIgikuYpYbVF36eXJ4%7Eqgh94ccZLMYenH3jBM3kzYVp003Kr2%7E8kZKmCMZYtOaRGYqB8%7EMoC7ZP-QSmcE5HfMthWBmOvbnRX0m2JfUDdvhJr9rYaVCF6SRBL9WT1cZn-7fQ%7EhrBLx-iiVZjYoWHDqRHC8DPSSGslmQdappt%7EyPibS5UKuxRd6QAGbuTOj1DHhkvxkse5CGFP%7ELC1jpFiIm082FPVxgcG1DOhnC88ml7T4rITJVjxFQS44JYv0Pwf2zJaGtdtfl8F0JjDxqVf91o2cNMjN1tds60r-ySJhGQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:54,703 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:54,731 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164920Z&X-Amz-Expires=3600&X-Amz-Signature=87fd528b97f0eebf5715221db1ef194ea14cc352a874ca1f94971b32cb27fb0d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164960&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=KWOp2dImaZUtVrbVzDFysXphEs39fFqtWBo2LRoIbGW9b3uiyOPUrVR6FHsHqQIw41zz2fQnvK5PrrE-joePkuDT0jdN3X1sAHf7Lx%7EiWUy1RLcxBlE036UoRXDqKqQnHuQMBCjxG2ISA2Fjl2s6OoLEan8UtNbFjbE4rmtjF8awEZLbhmQ7RR2ekDQpfvdq2D2w39sN5jNcKPyApQK1MmHSJ5hL-SM1NuJOqadr4FcGshk3hUflrgvBzZJISW6fCEUW8G4q%7El1ZOpJJ59VUHgGaqL7nJuyn44L1pnvVK5GsAyxQtHROnaeR5QZPuYvlVAPrz8-qSErxwstJ1j0HmA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:56,478 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:56,508 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164903Z&X-Amz-Expires=3600&X-Amz-Signature=228b089ee4e8da375a115e1a81344059fd7bbb3532d81ad77c0fb976b1a1ae17&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164943&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ey2ICn-CEt229scXoJixqP2HyinKCnNPMJd3a1pehyRjGqSL8vEl13AisXavlH-rMwl0j8nu2bVQhiLKuCtEtE3OSvkyHc1P%7EyjluVn7cTDUDJ4D1ALipFzY4ExUECVK8kRFvkwa2vDvzxu%7EFkdIM8EcjYd91OXWPHyGf2iThsLpexWctnxlxMEN5PLuLmEswYqldUHciIjn46450KfVgTpUi4bswmNThI1MrvqkOQmMw1cQGJWX9XEzXTUsl9BdmmvnievVWs1-awvOz4bBooYS45ifFQxu%7E006bRsdUObcUDeLlnsHnZ8opEQqSemvz2T2c9TTryX9ckw7MDF0%7Eg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:56,915 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:56,944 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:57,326 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:57,354 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:59,089 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:59,116 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:10:59,496 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:59,525 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164845Z&X-Amz-Expires=3600&X-Amz-Signature=00534dbb782cffb543c3d81e9a4a23ed23a333162a77854943da7c59f0d24293&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164925&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=O86tlDY1HpUNwTVqH6B2TfU6-Lx0KI67nmR-YeQD2X%7EKzodQ%7EOtchtgEgou6SxbeyQt%7Eh4mCWavDKd-M7iM9HxpktdWfKmRkA%7ElmgVRIf-nSf8YLyvvIMHfBFLryq9dzRfEmazV2FVSWMqSkMp0CslTft4c7sPYyJ9K1MWBv9Nrtvytzck4FmvYOiuK7PlUoaZK7lk9q0O%7EaiJInETMsRPoDKIchIZMAGCtyoZPkLBKiHmtQuB9jcYheCMhmPxtjzPKwOhJ5u50ExNzUs2yWeMJdXPBhe784ElktD2fPcN7peybYDlmj9m%7ERrlGsolDgARGmSh1DWJS%7EocHkRTGFFw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:10:59,930 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:10:59,960 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:01,702 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:01,730 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165000Z&X-Amz-Expires=3600&X-Amz-Signature=265567c42d4d3684b8d90591704f9f16f83020b48b0d5100aa75f11afe3d430a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165000&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=q6u3CGwZXTLZ4tYbtx9DyN1tRCIRZi6wSeK3a8pCQuitQkFPuiEPGQYs3Wm5PbfV3zxKUh38P61p76TcQApnmLMGGYx0MqYv38UcLrlznQaw%7EMaepktsG%7EB43oL5WldIzhoqSxNO5KLINB0I8UAhkIAPtcH7hb51Aio5VGNEWMBKfMleobg10wVUG9CQRBCZm%7EO4PzSeMHZ82I%7Eb5sTBk6tiMYvO1%7EmEqleODWOSswCF7BpXJuXgd0Bx8nVVK27KSWsetIScidCRZZVuO-WN1zLXlEaasCb4Z1J7KoGVXTT5Dd0ihFPOS0niGGDmwvtAYrL8HJP4lt22zCfruXDJwA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:02,120 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:02,150 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165308Z&X-Amz-Expires=3600&X-Amz-Signature=5eec888133448d39b31dbdef4c8b2478498b8835c56c95739b249b3212ea7d93&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165188&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uolWNtqTUeVMjL0X1p%7EbgTGrJBdoNBKY6bN2%7EkwjS%7EnRX%7ELNKe3JC6vvO7kalDTJQMPtcaajl%7EKKvJ9kl4XU%7EPUnfJmosSx5AjIU0E1fqfPj4WNawM7HglAVRSvOHGR02DJbplJyK7YFMC-iqg508mgp4kMYaS4UEaNbnoX7c%7EUrstw32A08KB6iXyxDZ4wjzSbIei-Xmu6bX%7EqfqP%7EsE2jYiWWsrkgK9V89z-g3RoMNqCnJJhC35xi%7Ey5aFDym5zEJ7lZRzFFXYr5v3ujoUJEE9V6gpj0OSMfsOCfbBkbWInG8WaN-5jjHt9DqUTdt1b-oLIUPR8u5TLmtBB0%7Etkg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:02,504 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:02,536 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:04,328 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:04,355 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:04,777 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:04,806 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164903Z&X-Amz-Expires=3600&X-Amz-Signature=228b089ee4e8da375a115e1a81344059fd7bbb3532d81ad77c0fb976b1a1ae17&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164943&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ey2ICn-CEt229scXoJixqP2HyinKCnNPMJd3a1pehyRjGqSL8vEl13AisXavlH-rMwl0j8nu2bVQhiLKuCtEtE3OSvkyHc1P%7EyjluVn7cTDUDJ4D1ALipFzY4ExUECVK8kRFvkwa2vDvzxu%7EFkdIM8EcjYd91OXWPHyGf2iThsLpexWctnxlxMEN5PLuLmEswYqldUHciIjn46450KfVgTpUi4bswmNThI1MrvqkOQmMw1cQGJWX9XEzXTUsl9BdmmvnievVWs1-awvOz4bBooYS45ifFQxu%7E006bRsdUObcUDeLlnsHnZ8opEQqSemvz2T2c9TTryX9ckw7MDF0%7Eg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:05,268 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:05,297 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:07,198 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:07,226 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165029Z&X-Amz-Expires=3600&X-Amz-Signature=a8ce0ef238f67d54874b68020161c9a86fd6ce876b15fb3c9d1e0f4c29dda38d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165029&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAyOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=VKRVjxPNY4IqrEX5z615RWcJ%7EA4JF%7E4mYgm6ZUG5pK2btsT80jYRwgUO6lfX7olQnxLYbxj2eFsJqudmWu-2ZLfMA7joH-1uRcjgzO%7ExOWBT9XCy%7E-1TT7-kbtFKo8OWe-HWtPeV392An5Hq7qO2oQh8A3IieG%7EGe-L15acp--Ccz8z80h-IF7lXLAj%7Ec-jsg32TDagyO7CCSlw7Ho5irUYjW36ROD4%7EOVcqCp0ZLIB0B7vp9N%7Ez3icijoXhw9kLseiRhRllNe0ZcPOZ2Fv5EETpiCVCPCcnCnAb0G36EU1r4t2IMm8GCIES0oA2LglWABP4gmZ0yhg5c-vHZJr0xw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:07,915 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:07,942 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164956Z&X-Amz-Expires=3600&X-Amz-Signature=4f4fb625970267852cf4bf6866a8f08b18a7cbc778ecefb247352acaf59f80db&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164996&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=cgbu5soHeq5wKWJWSOEcI6NX181xCUaRdYKEeUco8VaaIgikuYpYbVF36eXJ4%7Eqgh94ccZLMYenH3jBM3kzYVp003Kr2%7E8kZKmCMZYtOaRGYqB8%7EMoC7ZP-QSmcE5HfMthWBmOvbnRX0m2JfUDdvhJr9rYaVCF6SRBL9WT1cZn-7fQ%7EhrBLx-iiVZjYoWHDqRHC8DPSSGslmQdappt%7EyPibS5UKuxRd6QAGbuTOj1DHhkvxkse5CGFP%7ELC1jpFiIm082FPVxgcG1DOhnC88ml7T4rITJVjxFQS44JYv0Pwf2zJaGtdtfl8F0JjDxqVf91o2cNMjN1tds60r-ySJhGQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:09,713 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:09,742 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165031Z&X-Amz-Expires=3600&X-Amz-Signature=eaf53bb17c4b1fb8f314d6cf1454e84963f726118c52d540f406ee201cc95a8a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165031&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I8hetGdI-ySgJpUtNYe7gdgn74K%7EHIpOPB6W5aeIApqKTyn%7ELKTS9q4xfwpa9xUvNyHVeHTiU9jcfVt9Etb2irE2e%7EKBy%7Ec8%7E6FiaRhsCztyQJZ2bi1o8d6MM89asb3GZAH8xyL9haiF8MwLY2JWQpXS5QqUqK1yPhSSBjiK5jKMJuAwmVv73kCmdzsI4y1Z3ZjQIjSo1v-Rt9vfDDDbQ7y2sPcUsSdyiUjSsZQym4Pl0GiSsuBB35zHZkP8FmwBN4BeQeRfEq9nRumOq%7EETMveUUfGL5vnLjkcWnDwPWkYUeQ8QSreSLs4UJSo5HqogwXS8IofYpg-M4wVXRwJXPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:10,176 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:10,204 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:10,645 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:10,673 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:12,405 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:12,433 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165031Z&X-Amz-Expires=3600&X-Amz-Signature=eaf53bb17c4b1fb8f314d6cf1454e84963f726118c52d540f406ee201cc95a8a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165031&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I8hetGdI-ySgJpUtNYe7gdgn74K%7EHIpOPB6W5aeIApqKTyn%7ELKTS9q4xfwpa9xUvNyHVeHTiU9jcfVt9Etb2irE2e%7EKBy%7Ec8%7E6FiaRhsCztyQJZ2bi1o8d6MM89asb3GZAH8xyL9haiF8MwLY2JWQpXS5QqUqK1yPhSSBjiK5jKMJuAwmVv73kCmdzsI4y1Z3ZjQIjSo1v-Rt9vfDDDbQ7y2sPcUsSdyiUjSsZQym4Pl0GiSsuBB35zHZkP8FmwBN4BeQeRfEq9nRumOq%7EETMveUUfGL5vnLjkcWnDwPWkYUeQ8QSreSLs4UJSo5HqogwXS8IofYpg-M4wVXRwJXPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:12,832 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:12,861 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:14,604 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:14,631 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:15,025 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:15,055 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:15,460 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:15,488 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:17,220 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:17,247 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164847Z&X-Amz-Expires=3600&X-Amz-Signature=1a7270a4eb00fe9cda5646ffebe9e3a02e336f79aba64e0c073eac935171d677&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164927&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ZqAyEpKJXF3Q8zGf3kr1emFj3aNO7zQefGyrv7W0g%7EiH7uzwsH2Zkwcm9aiSzn84v4mDgYqk-ZlfJRVX1hMMwBYDl22XRcvMrOE2RQmoTbZKV8m4NDZYJvxzjxSxS0Wt27yNpwUBEeNuQkLm-J1CPwcrRmpex2Qq-0JamhNLnTDb92U8uu2OI9nrLwG-s55REgtQxuPNAUQAd05%7Eo%7E29IWR-IXYZ5xUJ3UpKcDWgy2fVPbVrObt9laKJXDBECE0t1JBMi2j0vT2ebNkV2fKgvN7RU6kPPrOJoLrVrpfN1BAqyk3r9hgl%7EXJa2dEkO0fm8y3%7EWaKUuyyQUpkpavtcUA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:17,661 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:17,691 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:18,107 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:18,136 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:19,852 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:19,881 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:20,493 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:20,521 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164843Z&X-Amz-Expires=3600&X-Amz-Signature=8b3cc9fd6536ab6eeb767c2be1e91497fa5e9b444c235cb617b7f2be2d7e747c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164923&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyM319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=LdOeimts8e3vZqbJ9cqJQgpF17pZTA6ys45Y%7EclX4eO23K25%7EOmPPDDDMrUV18%7EMy6BGotPqkvsBN2Jxkgyhl-K-39frN3yj7u9TAin8qau8HmO3oCRD%7EqvAJdC7cUZdESAgr98bjzfJuH1lLBtXIhwAC0M1brADCAFYJkD%7E0PSLeihgerHANUab-XPciwJhkb5cZOzHjYlcvWw%7EmRCkPAnuKariWMzHAOHJw4B4fdFgriHE2fnISSRafap1r6KHmqHf2IAV88d5wl%7EFoBcsXovoSOF4W-EU%7EoL-WlyQ9YewS3qVQRacVPU4klpPNkSTl0gBtJHkf5KhhMJMHQnrww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:20,968 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:20,999 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164848Z&X-Amz-Expires=3600&X-Amz-Signature=8d97893b04cadd2bfb6d409da7211fe9e67f6d9434d19c9134ef3605f0339a99&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164928&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=FU-Md1fsTPzu2B347lM89LkD5Qt87nPq%7EBS0Vp6ddLDat-rYTmO9nbGZ7XRzaGUHuVi693NN1EMH3tyI5KgYMuFcdyiujYOExrQ%7E163B23ejdTHUgsNctDPZsqlUbfKT6Srg5mBjeH4TmoLIIXFfkGZUnO9NJLQWvHnrWhLxZR9Q-%7ERpEfBW4bDgDb%7E5N8TZcON2Ktnb7d9MMKOX3dOuMIZS9ircRijDCPOmk1B7vJwRCGpBnEb-8visCpzmWRgFOUJiL9hVG7gKYQ%7EjAxdBEmRkBKUdbFkHP5zDtOLetwBrTR%7EcI-0WPRkHiZJAuGKHXxNFpwHtPTMsWhwcWzi74g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:22,791 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:22,820 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164912Z&X-Amz-Expires=3600&X-Amz-Signature=6fd5deb68614c6aac58a5963e38f9e7ed1333325af19cbd92ee51b2ab2c9c148&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164952&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=grhDvilt1c9NKRA1CrQ83x9QmZ3oa6dzF9c290SjucuJWM8gNuQoa7R49KgUxdjG8psYoAGgC4-zYROu8kdBGoMPakTCFQUXDNklzAGemDKkaGNS6MG81ACS0iPN30CakIpglWiRQQ86OpWG%7EszJBCq-zh11LZZnjaaNYIjrEaBzfCYq7Y-L2ap%7EGnaOZ1v2xTs7IwhCA355gXIW2GKuJAIpLiv6Mdg1hZmaedT-grMIjC4gQLN5HBzJJv-VwJmbApvn4exVI-MBI3MtBq1nB9lpen1A%7EW%7EKjjuxeCCyYHvIZbYXmqeLZVa6VPKg4uyzHpNsuwaPSC02XtfHtgifeg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:23,199 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:23,229 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:23,626 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:23,654 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:25,438 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:25,466 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164930Z&X-Amz-Expires=3600&X-Amz-Signature=4a058babf4011161fcda0df9d54a72922ccbb271450a89be5f7611d69f2caf30&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164970&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=bUKrPfgjAnBWaSHcFDWgrQ22ZSRHcwV37NI2SVbRgA57vK4c9pk5ipcEYQnHlbssV2FyxL6ISeiI9aj9PbgR%7EUsbLuiyh6Gh6M%7EzaS%7EkJS5vjHqKXHJ8kHM9sUqc8RLdOHi0G2u1nG3wI0x95%7EOE0BsveuNUowZWgXg7Bq%7ESHRQD8YYEcbEsC8svh5x0Jpse%7E0ndZtGsL4N6ytyyfSycXFnvtKCHdGtS5yRmrZo8bOw3Pl0baEYxGyL4DyG3Ffx9c2zatbUxFr%7EizDamnLyHVXOddfSnZNblkjuc3CRJ4pg16Aic3ZSokS3fCZzqjFl8xWi%7EPr%7EbKZN7Uiq%7E-1yoTQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:25,855 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:25,891 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:26,308 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:26,336 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164903Z&X-Amz-Expires=3600&X-Amz-Signature=228b089ee4e8da375a115e1a81344059fd7bbb3532d81ad77c0fb976b1a1ae17&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164943&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ey2ICn-CEt229scXoJixqP2HyinKCnNPMJd3a1pehyRjGqSL8vEl13AisXavlH-rMwl0j8nu2bVQhiLKuCtEtE3OSvkyHc1P%7EyjluVn7cTDUDJ4D1ALipFzY4ExUECVK8kRFvkwa2vDvzxu%7EFkdIM8EcjYd91OXWPHyGf2iThsLpexWctnxlxMEN5PLuLmEswYqldUHciIjn46450KfVgTpUi4bswmNThI1MrvqkOQmMw1cQGJWX9XEzXTUsl9BdmmvnievVWs1-awvOz4bBooYS45ifFQxu%7E006bRsdUObcUDeLlnsHnZ8opEQqSemvz2T2c9TTryX9ckw7MDF0%7Eg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:28,094 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:28,122 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165029Z&X-Amz-Expires=3600&X-Amz-Signature=a8ce0ef238f67d54874b68020161c9a86fd6ce876b15fb3c9d1e0f4c29dda38d&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165029&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAyOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=VKRVjxPNY4IqrEX5z615RWcJ%7EA4JF%7E4mYgm6ZUG5pK2btsT80jYRwgUO6lfX7olQnxLYbxj2eFsJqudmWu-2ZLfMA7joH-1uRcjgzO%7ExOWBT9XCy%7E-1TT7-kbtFKo8OWe-HWtPeV392An5Hq7qO2oQh8A3IieG%7EGe-L15acp--Ccz8z80h-IF7lXLAj%7Ec-jsg32TDagyO7CCSlw7Ho5irUYjW36ROD4%7EOVcqCp0ZLIB0B7vp9N%7Ez3icijoXhw9kLseiRhRllNe0ZcPOZ2Fv5EETpiCVCPCcnCnAb0G36EU1r4t2IMm8GCIES0oA2LglWABP4gmZ0yhg5c-vHZJr0xw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:28,504 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:28,532 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:28,909 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:28,938 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:30,704 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:30,732 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:31,371 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:31,404 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:31,823 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:31,851 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:33,626 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:33,655 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:34,051 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:34,079 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:34,495 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:34,523 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164940Z&X-Amz-Expires=3600&X-Amz-Signature=310c7bcd2db700084b82dce4d141b4412aa90f4e4dc4ff26bb517785812cbca3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164980&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=P9iYn0qfBeIaF6rVqK0gnrRDR2VTqQa36ObsIeijRaNOpRLcCNKaW8u415y6qrjo6zBnQcwCpijnLMJJioEty7THWL4KuC0I1cetgr%7E3zMI0PbFvqI1mEeqIy1pHEzQFW9dsfcLpowFk0wc8LYyfIxnF4RqnejRUBNNvN9vXENZmreF7JWlGrSwbGDmLpEj3JNzdU-c1OSnAj6wyStkBEWV0OtYaDMhtKOC3qPCWG6DV7OZlRXXWyswGQBpPoZPkYqPjtYzVLldglQe8A%7EgUaE2q4dconqvW3-i-74zIQCMdzZ0kbOEsalvSPXZ7NSAFgIYI3pGEcIGl3GmADKHlbQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:34,908 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:34,937 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:36,792 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:36,820 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:37,182 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:37,211 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:37,600 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:37,629 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:39,384 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:39,413 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:39,837 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:39,865 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165102Z&X-Amz-Expires=3600&X-Amz-Signature=92e09699433ddcc9418a1f69524aafa6533ca12490ea725f1d7082ab8e25b57e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165062&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I%7EKjfauuw3SUKf91rKXaUGquqw4KjfYRlfpgYcjkPJB1W5MnR-3gvK0gF3lmyvY0Xvcu97iNpY2G%7Eb7sQ8dNLfQMaa49WtvAV55xRillZIwrLmz3ZTsfyAo82Zy1wkzlK3Tyg3xRyq3a8M4mwXtYlb7YMQsVZBvI-E4UKHlxuXGz9WRIfFtq1W7qkEgB9WcmFBSzNNK68GT5T9VF2M1nYo-qaeAl06uPez%7ExOGzNZsPlLH2LXMMlmnEupsRzhfXeoer3w1QMp3V7oJQ9F5A6ZrQ8XDKzdng6RFbFCA5cqx0h-6myGLBQ8qbtc-mnvrsx2ZEa%7EpVxtNyD-Ai0t6jfPg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:40,275 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:40,305 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:42,038 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:42,065 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:42,494 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:42,522 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:42,937 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:42,966 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164924Z&X-Amz-Expires=3600&X-Amz-Signature=1a53b0f7acdb736bfe01f4286cbb84faad56abc8878ee3673e08e118a3b7ab3c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164964&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ORwFy65TRAwZjsWcXcOGDem9Sazqd2Nt1qUNN5o99ywG9Q63ZYEj6Jk3A703%7Ee0H1oQT2JQ87EjGTgtFsvzbjc9UAVrpzfLPYc5bciZJOSvEnGCvRefzAGabGPkdfIO6Zic06KSy4-cR7cDd97Iol5jKlr%7EEM1Ime72ZE0p%7EptarJn9GdtsbXwont3e2vZSW3NSGytF7YMixFGWI1Uk9cv30T%7EVMQJz4cQ1hoyrDm4xdEsImnUu1g4LsECnjQE2Zd4GgdkY86MyKGBx-9qhZ6NC0JXIOkvs1h%7EsSQ%7EFNuTq3YnWhCBU7cKtqN6J8mkEGasuLczTjdzcqqt9mPj9Qhw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:44,739 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:44,767 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164834Z&X-Amz-Expires=3600&X-Amz-Signature=52f0589a2a77a0f18376f129eac344f12823df56d79df219c8ea791a56059728&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164914&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=iCa4I8zZpL-o%7EQvwKCa5eMli7HuzW-FvmVvr6D9NDMgaIQhu1Vn-9YONWVytTl2IbgpCUaLocq0M8idCpxqRLippI2ZU6EjUqaIxLtU7mrMOsWwzzV%7EdPD15PRHEdjhArjptV-m9Zq-bkL7IQgct2gByeaC8o8CcGUwoGXGXxAnMRV1G74hUYSaTy4c2WI2DqkolnoTK9naoHDK1DqQ1HcvxOk-SOhU4FRlGkDbAjyoZoe6AljxuufNt1Z%7EEgEwJenO%7Es9mUNnShgPC5AJ6k9rQkmAqvIZKl7EGo%7ECSr5OCtoTthQV0NZxLRvc3cXwAuXJUF6gWGKPUYCrwTP-EuDA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:45,191 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:45,221 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164851Z&X-Amz-Expires=3600&X-Amz-Signature=4f017520bde20dc7e64d91d468837825ba3eceb9b785fcd5b06a5696459b6742&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164931&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=HoDmnrD0O-XFRD0yqQOoJ6XF7V7EUBxsouWW1qrKiPi8kZVNdsQbuOTXLLemQctUCAFOn49pUfxciBIcKvWrD%7EAsx1ZLF8vCDDrraiu1ihLReLtAGKFXH-4jbhAEU7RBNIBjUZXaB6aGGtGHkYbPyX-0M8I5UXxLnIhOCQPN9NNkZqTLOSfsHBUf0pbfWIq8AX%7EGhk30UGKNMUYk0AjvCedBBzhCu99L5Bi1kSeQSFwhVZHg6uM8ATjd8pNizFdU%7EUoGQ2PRqoybSIhM7ia4EmCQAsG%7ETk7DDjcvzf2mOX5YhGsSI97idG8qrAVKo0e7%7EHOyCVZo7SYRztzz%7EP9tPA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:45,653 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:45,681 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:47,553 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:47,582 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165048Z&X-Amz-Expires=3600&X-Amz-Signature=aafd5d6186f5309e9584ca3ef00eaed7751fd4f69ede7a62178913bf2458ed28&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165048&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GsxUZaYZSUrWmcPZC6EMEOhivVCSRVTQ4MbTQPcvoYVjIH7BaATwHHrSI3SkeLfM8%7ETpE2E6nMi9V3O9r1Dy5eno-tpf8dbvJJW25TcTkIDT3kihiE%7Ex%7EB-fj5nHDmnnsHUpvNRazDKbrBeNks3NZV9b5uxCP0bjP-BUKPVfrPUMrNuyJ-vM5yb1Ostn3waU02nNLSfJFDjMi%7ED%7EYRs2d3kCBGzKrXn1Io9LcS-HP6-OgZK3UaG8JUuPVjFcVgZM-5GjwzyXE2NuDd7BMvD8dl9ad-JrFB4m3epqLaJKIbOegmHrBG-FFQcMkJrfOtd-rlDFWqosEknttn59OrTG5A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:47,986 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:48,014 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164926Z&X-Amz-Expires=3600&X-Amz-Signature=44f67da82abd048d8f1be759caa5365112719b3561e8c1c712cd744d02bb717a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164966&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=jxXe2l%7Ef5PmduF7IyXap1k1HzYVzq9YxsQYqzAz0OGBk5S-XOTQ4RuZ8kIOofahzny3O2yBec-ash%7EC4X1s5qr4SZWO-g8cbKhxu1txqdrEx8AQ6Okjmc67eYyFgMY%7Eko1-Sc7SUSVsjTlW-LLVUQQZLQFxOGMUljTwhGCgZBxpYcdGl%7EyWaGBEsKrbpKPY0wU%7EX4D5gyt4jM90n%7E9kDbHH9wLAGujh56ZJAYVGa%7EkLRbrlfA%7EL9%7ECjYNXd0l9%7ETfBJjJUVU1q-cWtulo9yu%7ElRxkzpwBCyZbJ1ZbOZbCsJguTvMxsM0ID58NQl2tUQR1d5w4FTj4MJSjjnH8yY5jg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:48,418 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:48,446 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:48,858 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:48,886 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:50,797 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:50,825 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164904Z&X-Amz-Expires=3600&X-Amz-Signature=9658fb7bc1163bb7c6e86b6016f5ee0a99ac5c424163e25c315113c97c0c429f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164944&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uit2GOG9tDlzgtZGuDBRSwu9VT8mYBZJNpNPpLgKug0mi3IFWANzXcWAArQYjUpulhhz2duyXVXquDLicViP8XkyX7G3qgcS3NjgAeJm2-Pj2taP3h0ANpEmhx0adbgV4HzMjcS7-TUtqio7jRXbq4dlxFzWM9ysufCUMMHbaz6D5gnNz7Y1f25FNYkYlXNuIJsNd7rVwi1w%7EWf-rNv%7ET-O6gjvFpyNlPmUyLkk2yqYjihWozifa%7Ey6Sv5srl8d6oXYkxRLJp3hS4nhfeDRFHjXazTzPxPZCTE0fYKB%7EOD76dBZJ4aY-yZn8Tq4zt97LcC6dmw3UH8wEOqojkOdfuQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:51,250 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:51,278 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165321Z&X-Amz-Expires=3600&X-Amz-Signature=5d00390cc2dbe30a35574d650a82d92ee9120b4a8702d36c0805415c78f3a95e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165201&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTIwMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=mZjfqjoyOgvovT3bGsMYEqHEZPmxnY0R3twmTWElygaFaTiIH8RwomP9lEhUbf6Vi54jzAlOjtQ3Df4-W%7EiT78an3NbYpTQBpmBJwHxquGl%7EmtISsXpn-4L6IxhZD2aMHkDrNd%7EwLFi-c6PfK0xmCUoPulOlFtZa3BABHiIahWFQmVdpvPi4K52mbf3FADnQMx275XuHqiG5OvVz-WzZNWvmhGgSuNgnjT63Dkx-TZfT5NtTpSA1mj0t%7E3JDvHmD17PJkDoRIsZUlNwgW7ZH-vQ1FDWJrFu0SIG1IqwN85ohUVbNCXjTok4u4T232gBampIBBHPk72R5S1qMder7Cw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:51,726 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:51,754 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164907Z&X-Amz-Expires=3600&X-Amz-Signature=aac0613fdec64253032fafc479236254c538fcd492ab9db878971b6f3ef4e995&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164947&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=k-jTgMm0HsHqTt9QEy8vIY0KrvCPMl423iG%7E7WOfjkXNR9QGTdu5NSL78fBEsgLoeetvpWn-t7mLP7UsT9ugwFFgkiGvu-RrekLMwW8kc7boFgZvcQTb8sDbhrB-BtqGLG7wzWy1ffNIQOcJi9QlBRdI33PaJ9GrziKVbdtAhvbMnczlFMyOzg7Ezz9yH5cObsRu%7Esxx6j07UTXlKcUs7mJshfEcQqyz9Rk2U9JqxaAS-QwvZ%7E9Gm8DrGGdMWjQT9ZyaWUhe0Bq-YzKLNkj42DF6DG7%7EWTgUjxmnBP3kOkE5keyx6rXeRhK7qzn-KX1PL4hJkSoE6o-tRcLU1IFMBw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:53,694 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:53,721 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:54,357 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:54,386 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:54,795 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:54,823 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:55,226 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:55,255 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:11:57,206 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:57,234 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165018Z&X-Amz-Expires=3600&X-Amz-Signature=a513a929cad1eb953829918b3116bd66035db2390f5d4dcc7b04aa1d0ab41a68&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165018&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vztRNHLUk5FwDk829E3KX-PO8c10zNaHLYS1C7EKrFuLEXl9CvAdfwUaFPvCtS9yXplqQkxWTHUGS925kFFvdBtSAhYG1CNgUltE3HN67Zl9x205i8BoFlwaC-V7VRCIl-ODKJdSOL3W-fWdC5nEmYcrL%7EBrWQ0gwaUrjfiE%7Ewkh0JzWYvGTRTGSjDW4HJ5D7RSlBpvyFu9LTFpC3wooybk6m2LuauLI-Ttmk0uchD9C03c34EO8JmZCNSwmZfO6GfRB2WcztQf0Qcvdo-w9HJ1L-bYzL3vV6vl3PxuSizS8zZkekAYjcCtkTe4DUMzkfUEyxgHk195%7Et%7EuKjhmQqg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:57,647 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:57,676 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:58,066 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:58,095 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164834Z&X-Amz-Expires=3600&X-Amz-Signature=52f0589a2a77a0f18376f129eac344f12823df56d79df219c8ea791a56059728&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164914&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=iCa4I8zZpL-o%7EQvwKCa5eMli7HuzW-FvmVvr6D9NDMgaIQhu1Vn-9YONWVytTl2IbgpCUaLocq0M8idCpxqRLippI2ZU6EjUqaIxLtU7mrMOsWwzzV%7EdPD15PRHEdjhArjptV-m9Zq-bkL7IQgct2gByeaC8o8CcGUwoGXGXxAnMRV1G74hUYSaTy4c2WI2DqkolnoTK9naoHDK1DqQ1HcvxOk-SOhU4FRlGkDbAjyoZoe6AljxuufNt1Z%7EEgEwJenO%7Es9mUNnShgPC5AJ6k9rQkmAqvIZKl7EGo%7ECSr5OCtoTthQV0NZxLRvc3cXwAuXJUF6gWGKPUYCrwTP-EuDA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:11:58,483 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:11:58,511 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164924Z&X-Amz-Expires=3600&X-Amz-Signature=1a53b0f7acdb736bfe01f4286cbb84faad56abc8878ee3673e08e118a3b7ab3c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164964&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ORwFy65TRAwZjsWcXcOGDem9Sazqd2Nt1qUNN5o99ywG9Q63ZYEj6Jk3A703%7Ee0H1oQT2JQ87EjGTgtFsvzbjc9UAVrpzfLPYc5bciZJOSvEnGCvRefzAGabGPkdfIO6Zic06KSy4-cR7cDd97Iol5jKlr%7EEM1Ime72ZE0p%7EptarJn9GdtsbXwont3e2vZSW3NSGytF7YMixFGWI1Uk9cv30T%7EVMQJz4cQ1hoyrDm4xdEsImnUu1g4LsECnjQE2Zd4GgdkY86MyKGBx-9qhZ6NC0JXIOkvs1h%7EsSQ%7EFNuTq3YnWhCBU7cKtqN6J8mkEGasuLczTjdzcqqt9mPj9Qhw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:00,388 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:00,417 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:00,751 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:00,779 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:01,196 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:01,225 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:02,936 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:02,965 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165514Z&X-Amz-Expires=3600&X-Amz-Signature=e380e30cdbebccb5998dc17bd6f9e9d6f8adf2fc617569893709b005dd997aac&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165314&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTMxNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qzdrkqhzRyWYyTOy-Ul6vy20L1kp5dqCOgao9%7EM4-GEhdn010Gz6ZpbRY1OrRF%7EJ5JeVgIzEw-uM64o3PSC-8NcynmaIXf29z-QKOeSIUPg7FbMBE0CXP0YaVLXwNQqKlSia5k6k0owWX%7EHoHz4TaPBSEWUu4o61zW%7EPDM-YeaNgm32aklfHGYOCQc4IWovgZ%7EolYUQYCXZnsAenTn5usqqhsTclkr6IfN4QCvROVbQ0eAA0XPAOOUOpWnZ-2%7E75Gij21VxXMR%7EmgUMCGioQi8DKTbOH0ti3o-Kqi0zJKtRU26ZcYS7JFqVozXT9DHzH4T1ZvFrJYTPO-71hijUCgQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:03,332 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:03,362 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:03,731 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:03,762 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164948Z&X-Amz-Expires=3600&X-Amz-Signature=72927c204cf5d05d66b4ae6cb6c92dd3acd3652eecf835e959edf03835c4f608&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164988&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Oo7DLCqZkWdW7uKIjZHI5XBsqBlnf9NvL22FcRUsHsgYrt0UmXkirpxeqb6IyPxbNWIuz1c-BlxAWJJNAmW0egxBdGK8JHwWfbrr37q3D9kuueif-t8nEgqEitYDqx80Jp0HtXoBoQ7hOfehFANbrmveeWezOGCVUGKEDJiU1DRrlLhhu9ea%7E2-ecwuWLMwqpHrborZQ-Js9wOcN0TpQEWPk%7Efx9LrbhiGiJ39QzhGa4NNNX1%7EG0zG93sApIbfGapHHGBmfrmiMXHx3mVOM6-b56SUiGJlCmGTvZfGlNsh7eO-uSbggfBI4JnJ5zfiG2VAAaE3gMGCCmekPaKW-Mrg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:05,474 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:05,502 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164956Z&X-Amz-Expires=3600&X-Amz-Signature=4f4fb625970267852cf4bf6866a8f08b18a7cbc778ecefb247352acaf59f80db&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164996&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=cgbu5soHeq5wKWJWSOEcI6NX181xCUaRdYKEeUco8VaaIgikuYpYbVF36eXJ4%7Eqgh94ccZLMYenH3jBM3kzYVp003Kr2%7E8kZKmCMZYtOaRGYqB8%7EMoC7ZP-QSmcE5HfMthWBmOvbnRX0m2JfUDdvhJr9rYaVCF6SRBL9WT1cZn-7fQ%7EhrBLx-iiVZjYoWHDqRHC8DPSSGslmQdappt%7EyPibS5UKuxRd6QAGbuTOj1DHhkvxkse5CGFP%7ELC1jpFiIm082FPVxgcG1DOhnC88ml7T4rITJVjxFQS44JYv0Pwf2zJaGtdtfl8F0JjDxqVf91o2cNMjN1tds60r-ySJhGQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:06,104 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:06,133 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:06,508 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:06,537 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:08,292 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:08,320 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:08,673 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:08,704 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:09,092 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:09,121 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:10,862 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:10,889 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:11,264 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:11,292 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:11,668 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:11,697 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:13,416 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:13,445 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:13,805 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:13,834 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164830Z&X-Amz-Expires=3600&X-Amz-Signature=d9710b51534f046c9b5a69add0b62156182c9aa44d7d10f26517ecab728a7bc0&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164910&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=RsdgA7YrqukMmZlfXbiZKPAcjAn6rSzGOYIX%7EzNCQK0RSzvShEQT-cVH-xMpZ4xlHtK9NTNF%7E1%7EEn6h81xgnSKFLevVBaK03Rl2XuGqu08HlGKTeiH7YvpsN1UACH8Nr5I5WWSGCGgd3TubnEm6H3XvhtUKxzEpZc0l1%7EWaHc6IlTPjAQhD7rP7KRWDn6drLGu8BtRxngr7S4lzXgidtrnBtgS9w35X961JvuJ3uuasT-paT5jpH0e9OdvyuRKf%7EZRWGZl95eay4lfevt0uNxxMQP-ea2cxOsUtpyLbZMs4G0IjDFkuFUwGr%7EAyD4Ko04VwmKrsZjbFtiyuloS-15w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:14,214 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:14,244 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164956Z&X-Amz-Expires=3600&X-Amz-Signature=4f4fb625970267852cf4bf6866a8f08b18a7cbc778ecefb247352acaf59f80db&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164996&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=cgbu5soHeq5wKWJWSOEcI6NX181xCUaRdYKEeUco8VaaIgikuYpYbVF36eXJ4%7Eqgh94ccZLMYenH3jBM3kzYVp003Kr2%7E8kZKmCMZYtOaRGYqB8%7EMoC7ZP-QSmcE5HfMthWBmOvbnRX0m2JfUDdvhJr9rYaVCF6SRBL9WT1cZn-7fQ%7EhrBLx-iiVZjYoWHDqRHC8DPSSGslmQdappt%7EyPibS5UKuxRd6QAGbuTOj1DHhkvxkse5CGFP%7ELC1jpFiIm082FPVxgcG1DOhnC88ml7T4rITJVjxFQS44JYv0Pwf2zJaGtdtfl8F0JjDxqVf91o2cNMjN1tds60r-ySJhGQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:15,952 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:15,981 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164836Z&X-Amz-Expires=3600&X-Amz-Signature=64ba0fb3b82944dfad9cb3e0f88ce25685fea606a7e2da8f706fcc944980e272&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164916&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=E53hRFcTDwAppJv37lB2xc%7Eyjvlxo2DX04mSwb9Il5VK3b8swJ%7EGKVKLXxUsNLkQqWhz9C5px3Q0D303vSQfEkEDtZnoW%7EJpWLhL5uHlC-lvMnhvZkUn0Worj0AGfN6TPWKUU68mYhwIyo-Pab6a0l9iHrsEKbTyp-9v2Ja86SdQuPFSslNXQnFTNDD8RuCiPszuhAd1pRkOPJXHyBCjTrzatTBY9VtH1w1p0wJrdj8-N%7EL0qv9g603aGUn0JH1k7AnaLNK6JmlpHitgXZa%7Ec%7EN%7ET-FC-5AOtJN-gTNjwcd6w%7EERexCB7A4CQ3jxad8xWHsu9LlM6KblA5bKZYSAow__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:16,340 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:16,368 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164922Z&X-Amz-Expires=3600&X-Amz-Signature=0ef9f98eae63daf38e7cbd30eb36b2b3b992f78c48eb06f089df450889fd9771&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164962&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2Mn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=qqb0xNSHKl%7Exm7lSTlkZux6I-zFigiR4q6C0a5sV7d%7EKB71pNy8soWVxnHRjb4ujuCYpu5JqGEO%7Echmji47jhu8NF3yFwGA9TPqM5OneWIvA1P1sBLNO9pPVEoFKDIzxm4hvxIm6J%7EXdwbPM4pysT%7EylmKtjpxlnyRmLc3aAyNkTImLgEJvW67ZAJ7dBY7KzESXO4HHvPh4jMtKqw-LiIE0CuInU2pQDvm40VYVSoTI7GINgt4qr5y7ysAehZ1I4PmvJwSaPr9KupTIGQpYugtEhhd--GMO1qOHLh0XPt8IYwTA8GNuwOZlv7EdkOFjEL7fq6md8wzeth%7EKsfFRI7A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:16,737 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:16,766 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:18,512 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:18,540 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164933Z&X-Amz-Expires=3600&X-Amz-Signature=62ca9a42d88cca67e42df582f4f1ff0996cd8f1ff880830f45c8e0863c320039&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164973&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TWbJLw4S30WOtcm26UNCEMhMJZx3vmGba-kx4yaEuLYzkuUszIOOsOmopEh4D2bXZb9TRlXk-6%7ErMc-HnrHiW2oIRxSj2wM48SQKhC%7EF7tw9MdQ9yUQsPXNhDTJ1cSaFbW8wO4C92cUJXfyrskCNcUJRYR6lffN4YiQ8t%7EYQDZ%7ELTFgweCGvzV1JKDvNK55nv1M3HTCjaEWfFfYlu97lEK1Zs6uFMsn2lhTAKXPd4C%7EaZs9KxCfyHnP9eB7nSSUu-iQtoxPcCBwk4dJ0IdHltk6RRm7k7qvuwl6JIpizyh%7EbdPr9ba1ayGMcJKn3WVEra8ygEpp9d3mYgDkgqVi4Jw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:19,031 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:19,060 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:19,430 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:19,458 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:19,878 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:19,907 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164903Z&X-Amz-Expires=3600&X-Amz-Signature=228b089ee4e8da375a115e1a81344059fd7bbb3532d81ad77c0fb976b1a1ae17&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164943&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ey2ICn-CEt229scXoJixqP2HyinKCnNPMJd3a1pehyRjGqSL8vEl13AisXavlH-rMwl0j8nu2bVQhiLKuCtEtE3OSvkyHc1P%7EyjluVn7cTDUDJ4D1ALipFzY4ExUECVK8kRFvkwa2vDvzxu%7EFkdIM8EcjYd91OXWPHyGf2iThsLpexWctnxlxMEN5PLuLmEswYqldUHciIjn46450KfVgTpUi4bswmNThI1MrvqkOQmMw1cQGJWX9XEzXTUsl9BdmmvnievVWs1-awvOz4bBooYS45ifFQxu%7E006bRsdUObcUDeLlnsHnZ8opEQqSemvz2T2c9TTryX9ckw7MDF0%7Eg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:20,292 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:20,321 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:20,702 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:20,731 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:21,147 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:21,177 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:21,628 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:21,656 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:22,017 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:22,046 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:24,046 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:24,075 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165048Z&X-Amz-Expires=3600&X-Amz-Signature=aafd5d6186f5309e9584ca3ef00eaed7751fd4f69ede7a62178913bf2458ed28&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165048&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA0OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GsxUZaYZSUrWmcPZC6EMEOhivVCSRVTQ4MbTQPcvoYVjIH7BaATwHHrSI3SkeLfM8%7ETpE2E6nMi9V3O9r1Dy5eno-tpf8dbvJJW25TcTkIDT3kihiE%7Ex%7EB-fj5nHDmnnsHUpvNRazDKbrBeNks3NZV9b5uxCP0bjP-BUKPVfrPUMrNuyJ-vM5yb1Ostn3waU02nNLSfJFDjMi%7ED%7EYRs2d3kCBGzKrXn1Io9LcS-HP6-OgZK3UaG8JUuPVjFcVgZM-5GjwzyXE2NuDd7BMvD8dl9ad-JrFB4m3epqLaJKIbOegmHrBG-FFQcMkJrfOtd-rlDFWqosEknttn59OrTG5A__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:24,454 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:24,483 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164846Z&X-Amz-Expires=3600&X-Amz-Signature=f30235aa8c9af41a083ec24b387cf5dc278f82eefa1af42def3230f1b1310d98&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164926&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=GwwhI6Kzjqe0Z7OCE%7E41u7ByQrGmzy2fYvQkvBRn8gQvc9AVnwNzzGA8ARQhGK51BWSL5jQbUj9EORFzbTT%7EP-FrzuBFxwigg1s3RYIXTkevUfaNfiwOBYinL4BV4A7ZElRaxWUg3LzECpsd1TOSBkCpH0ita-C4V4QN7fYUjROoQrGAmvP%7EK9%7EY09mHPuOlD30g0Nd7OG3DmpP5Bw%7Eo3aoWuFlLqcJ6VW9xa8hkYPiwbRF2ZorXdN0Mgj%7EIJoWBFrOaxnXKTldvZXPPzeHUK5mliiQCDkzLsx3oXE6a4e69%7EVvX8xrGyINPMo7k3MmdfcnlczMqpNqS4OA%7ExeFfvQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:24,880 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:24,908 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:25,291 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:25,321 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:25,685 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:25,715 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164940Z&X-Amz-Expires=3600&X-Amz-Signature=310c7bcd2db700084b82dce4d141b4412aa90f4e4dc4ff26bb517785812cbca3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164980&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=P9iYn0qfBeIaF6rVqK0gnrRDR2VTqQa36ObsIeijRaNOpRLcCNKaW8u415y6qrjo6zBnQcwCpijnLMJJioEty7THWL4KuC0I1cetgr%7E3zMI0PbFvqI1mEeqIy1pHEzQFW9dsfcLpowFk0wc8LYyfIxnF4RqnejRUBNNvN9vXENZmreF7JWlGrSwbGDmLpEj3JNzdU-c1OSnAj6wyStkBEWV0OtYaDMhtKOC3qPCWG6DV7OZlRXXWyswGQBpPoZPkYqPjtYzVLldglQe8A%7EgUaE2q4dconqvW3-i-74zIQCMdzZ0kbOEsalvSPXZ7NSAFgIYI3pGEcIGl3GmADKHlbQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:26,085 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:26,114 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164953Z&X-Amz-Expires=3600&X-Amz-Signature=f7fd3c7a222c306acb7d3364c5ace3e38bf742b1e02c56ad89843c110bde2fe9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164993&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk5M319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=I1ZH%7EaLFC5S%7ECKITvLatHMxqti-jdWRyaJaIJQwPqns46Ie3xgZbyxhqbfo3u5aoWfTWRYIuC4VjYmloAY1BYleDqDQugYEjr42989crrBJdKwRLrIt9APPRwS1tD-vDbUtK0k-8ZtyphHZQtD-l7YgdJhnPQx7TZpw5uDKbHHrU5TQBy0clVj1CpApmIKorjZH5HvFKi9mgmmHqQ1ndk-UYZFGQpgQqSMpvKLr456h96EtcH7cnSQLFwEPinOXwF2YPkvcnmj7HMQ1KPog%7EBvZgQswj1KHacj3EXCxIUFh%7EEtp9N4ge1g5TOVRn8tIVY15qUwFKY-VZbng3XOtkrw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:26,494 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:26,526 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:26,990 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:27,019 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:27,392 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:27,420 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:27,805 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:27,833 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164921Z&X-Amz-Expires=3600&X-Amz-Signature=9160e1be6f1fc5b8479b633f5d135954745d9d65fa01a9bdbd2a311560e93f25&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164961&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2MX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=Dw-MaGIEKUlJhcil5BvERw6IusxhkiGePhgU6XH8inCxxEa42ktZg2GjVJ8Dzq06JmtRavEIc2d3u81OFoF3Q4YIodw-nLbTdJjQw1gGtbXGS6xwDYAB30RqRMpZPQ%7E4nQLltWzZ5z8b97hmuoepAlHdjlpOlRUvoJBk5WEAN-%7E48ECktVjosXdoOdYysjHiyBZa%7E5-UvOgA0XBHsLunMnSYD2Cv65N6geb7jmx%7ElHHVlBz0UDyP3pCUgW8GwlgKupP6oq4-P859o%7EiK-qvm-u4Ud1dtAwKmfm%7EKimZ8Z8uol-1hujvRa1kgvzyqUyg%7E47-7ef9DWLFyRSjCQF8rTg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:29,986 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:30,015 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:30,456 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:30,486 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:30,883 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:30,912 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:31,301 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:31,330 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:31,729 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:31,759 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:32,144 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:32,173 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165105Z&X-Amz-Expires=3600&X-Amz-Signature=9c8a2fe4a296d7f9f72e60bb26a25975bab890b75e0ae3deaaac30c28372c6b7&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165065&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTA2NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=EVBtTL63vMezPTNftqhbFVVvjrJY5eZmd8n4LEXKvVvdQW4ePjXdDlEQvHGUQYWG7hWxLz2i59xIKLZDC47lZYDxA72zLmV%7EFrdtWRqhSRmO4sLSDyjCH8M-z1TAYqOr9ew7ffOqDMEXIYLgz7JO2VDqGPUsvQzWN44NDQAo1q4AcGdmoCdCC2On9C94mS8hv3rl8gXvDn95xnt1NmFZWK5Z56UDGFWe5FTK1FklGPlCYpSJj553HRack3Uh83KGqrTNXNdSv9i-nY9nLjum-eet10EOPHPQWgW-HzdaRt4R9xZ%7E81sv4%7EWXrHn6naTuJBBO5nel7I86BMPFd5Pp4w__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:32,635 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:32,663 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:33,057 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:33,086 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:33,480 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:33,508 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164831Z&X-Amz-Expires=3600&X-Amz-Signature=439fe5239faa08f27c6bfafecaef4ddd3cb514fe824233ca490e752557649348&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164911&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=MfF2DZZPMpiNzyJG8KM7aGuNlxRG--MlwUBThkXpcHIEVA5I7EdM4DLdpFd2PQNc1EfB630ps013y9UlB-5l0vFccCmG4oFrhhyg51PvuqkTfwAxKN12Hl2KVgyusD51q009-trlgPUMLZtvsIFYIaPHP4gx6N51d99dI1OvqFZdkDstTICkKkgd933qtzQ-I9keIo1%7E80CMGIVd1wiKfk--xKCt5KBhUuMwBico5qPoi9l2-SQ87Dh%7EOHmNGUOhzyyjDEKbDprCZ%7EC-bGGjle7-AYVB4zEXj1UOPRjiQisIM%7Eacz2y-O4KhVahHUSvOIjICkAcF6zONXPkc4zYbhg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:33,890 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:33,921 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:34,304 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:34,332 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:36,465 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:36,493 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:36,950 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:36,977 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164940Z&X-Amz-Expires=3600&X-Amz-Signature=310c7bcd2db700084b82dce4d141b4412aa90f4e4dc4ff26bb517785812cbca3&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164980&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4MH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=P9iYn0qfBeIaF6rVqK0gnrRDR2VTqQa36ObsIeijRaNOpRLcCNKaW8u415y6qrjo6zBnQcwCpijnLMJJioEty7THWL4KuC0I1cetgr%7E3zMI0PbFvqI1mEeqIy1pHEzQFW9dsfcLpowFk0wc8LYyfIxnF4RqnejRUBNNvN9vXENZmreF7JWlGrSwbGDmLpEj3JNzdU-c1OSnAj6wyStkBEWV0OtYaDMhtKOC3qPCWG6DV7OZlRXXWyswGQBpPoZPkYqPjtYzVLldglQe8A%7EgUaE2q4dconqvW3-i-74zIQCMdzZ0kbOEsalvSPXZ7NSAFgIYI3pGEcIGl3GmADKHlbQ__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:37,340 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:37,369 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164924Z&X-Amz-Expires=3600&X-Amz-Signature=1a53b0f7acdb736bfe01f4286cbb84faad56abc8878ee3673e08e118a3b7ab3c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164964&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ORwFy65TRAwZjsWcXcOGDem9Sazqd2Nt1qUNN5o99ywG9Q63ZYEj6Jk3A703%7Ee0H1oQT2JQ87EjGTgtFsvzbjc9UAVrpzfLPYc5bciZJOSvEnGCvRefzAGabGPkdfIO6Zic06KSy4-cR7cDd97Iol5jKlr%7EEM1Ime72ZE0p%7EptarJn9GdtsbXwont3e2vZSW3NSGytF7YMixFGWI1Uk9cv30T%7EVMQJz4cQ1hoyrDm4xdEsImnUu1g4LsECnjQE2Zd4GgdkY86MyKGBx-9qhZ6NC0JXIOkvs1h%7EsSQ%7EFNuTq3YnWhCBU7cKtqN6J8mkEGasuLczTjdzcqqt9mPj9Qhw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:37,747 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:37,776 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164924Z&X-Amz-Expires=3600&X-Amz-Signature=1a53b0f7acdb736bfe01f4286cbb84faad56abc8878ee3673e08e118a3b7ab3c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164964&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ORwFy65TRAwZjsWcXcOGDem9Sazqd2Nt1qUNN5o99ywG9Q63ZYEj6Jk3A703%7Ee0H1oQT2JQ87EjGTgtFsvzbjc9UAVrpzfLPYc5bciZJOSvEnGCvRefzAGabGPkdfIO6Zic06KSy4-cR7cDd97Iol5jKlr%7EEM1Ime72ZE0p%7EptarJn9GdtsbXwont3e2vZSW3NSGytF7YMixFGWI1Uk9cv30T%7EVMQJz4cQ1hoyrDm4xdEsImnUu1g4LsECnjQE2Zd4GgdkY86MyKGBx-9qhZ6NC0JXIOkvs1h%7EsSQ%7EFNuTq3YnWhCBU7cKtqN6J8mkEGasuLczTjdzcqqt9mPj9Qhw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:38,161 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:38,189 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164836Z&X-Amz-Expires=3600&X-Amz-Signature=64ba0fb3b82944dfad9cb3e0f88ce25685fea606a7e2da8f706fcc944980e272&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164916&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=E53hRFcTDwAppJv37lB2xc%7Eyjvlxo2DX04mSwb9Il5VK3b8swJ%7EGKVKLXxUsNLkQqWhz9C5px3Q0D303vSQfEkEDtZnoW%7EJpWLhL5uHlC-lvMnhvZkUn0Worj0AGfN6TPWKUU68mYhwIyo-Pab6a0l9iHrsEKbTyp-9v2Ja86SdQuPFSslNXQnFTNDD8RuCiPszuhAd1pRkOPJXHyBCjTrzatTBY9VtH1w1p0wJrdj8-N%7EL0qv9g603aGUn0JH1k7AnaLNK6JmlpHitgXZa%7Ec%7EN%7ET-FC-5AOtJN-gTNjwcd6w%7EERexCB7A4CQ3jxad8xWHsu9LlM6KblA5bKZYSAow__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:38,559 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:38,589 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:38,955 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:38,984 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:39,329 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:39,360 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164850Z&X-Amz-Expires=3600&X-Amz-Signature=9f208b8cb57af2e7c5146c970dfca7921567320a99e069a6188fa93f5bc10d06&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164930&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzMH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=TBYazEIdlQmktRxfLonukMkbruRA-xDVTvPKcLhQS8zYJXBLspQPQLoK-269RerRTcau9POli6ySNbW7DpnWsQ6gdOKDvh%7EP5YeBZnNeppOUleqkZArRNvbdd25SaRq7QRYVyIss7i333aTIOpGYKljPqshG9Aa3fIKCVWEqvLlb8pGyTK0I%7EgGfRt6owHEHTjlK9jCAyzEmMkyDk1p0Lp0vRqfiOlUNJNfepSOk5oQEW0Eu2nemNwbDtnADJmi6y6swMX8O-PJNYA6N9oKi-v9XcGeADj1Uz2qkUqn456xy0Gl6VaocJYo5cb9jrvt4EUOnwTscgDjmPWL%7EOfxAtw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:39,721 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:39,749 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164907Z&X-Amz-Expires=3600&X-Amz-Signature=aac0613fdec64253032fafc479236254c538fcd492ab9db878971b6f3ef4e995&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164947&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk0N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=k-jTgMm0HsHqTt9QEy8vIY0KrvCPMl423iG%7E7WOfjkXNR9QGTdu5NSL78fBEsgLoeetvpWn-t7mLP7UsT9ugwFFgkiGvu-RrekLMwW8kc7boFgZvcQTb8sDbhrB-BtqGLG7wzWy1ffNIQOcJi9QlBRdI33PaJ9GrziKVbdtAhvbMnczlFMyOzg7Ezz9yH5cObsRu%7Esxx6j07UTXlKcUs7mJshfEcQqyz9Rk2U9JqxaAS-QwvZ%7E9Gm8DrGGdMWjQT9ZyaWUhe0Bq-YzKLNkj42DF6DG7%7EWTgUjxmnBP3kOkE5keyx6rXeRhK7qzn-KX1PL4hJkSoE6o-tRcLU1IFMBw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:40,089 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:40,119 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165321Z&X-Amz-Expires=3600&X-Amz-Signature=5d00390cc2dbe30a35574d650a82d92ee9120b4a8702d36c0805415c78f3a95e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165201&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTIwMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=mZjfqjoyOgvovT3bGsMYEqHEZPmxnY0R3twmTWElygaFaTiIH8RwomP9lEhUbf6Vi54jzAlOjtQ3Df4-W%7EiT78an3NbYpTQBpmBJwHxquGl%7EmtISsXpn-4L6IxhZD2aMHkDrNd%7EwLFi-c6PfK0xmCUoPulOlFtZa3BABHiIahWFQmVdpvPi4K52mbf3FADnQMx275XuHqiG5OvVz-WzZNWvmhGgSuNgnjT63Dkx-TZfT5NtTpSA1mj0t%7E3JDvHmD17PJkDoRIsZUlNwgW7ZH-vQ1FDWJrFu0SIG1IqwN85ohUVbNCXjTok4u4T232gBampIBBHPk72R5S1qMder7Cw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:42,349 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:42,378 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164835Z&X-Amz-Expires=3600&X-Amz-Signature=b3ce7b51fe1962bc0878bf2cc8eabc7647b03feefcc25afdaff5dbdc11d38ae9&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164915&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=C9CSl4EJd%7EVPAgpMnfT2w%7ECSgd70KFsyCN4cVI%7E3UPWWNuDBNq3OC8mMhFa-LaY0Pw14eDauxVJcZHKWDk8jgnrnAJnOwSgA%7EWZunEMf%7EBZuscXxQLCIo34LQ8P1iCaxz6YKsMQOM95kRnktGQ641y8h8iHBe3cFk9d4-skedmn06JzUQn6LT7U1CMouY8LF9qYepkyb1jBDlgQLPMGde68lO%7EjFe94jWVdi6cPo2OIpGyADkFcnPVuLvBvIhkSYkAiKzdRJnZxNxY6xcddSufVkR8COivXFi-AhuLZnfD3QI8B9RQRE%7EA6iLbjDS43dQi7xOptMOyD0r31wv4ctWA__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:42,760 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:42,788 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164924Z&X-Amz-Expires=3600&X-Amz-Signature=1a53b0f7acdb736bfe01f4286cbb84faad56abc8878ee3673e08e118a3b7ab3c&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164964&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk2NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ORwFy65TRAwZjsWcXcOGDem9Sazqd2Nt1qUNN5o99ywG9Q63ZYEj6Jk3A703%7Ee0H1oQT2JQ87EjGTgtFsvzbjc9UAVrpzfLPYc5bciZJOSvEnGCvRefzAGabGPkdfIO6Zic06KSy4-cR7cDd97Iol5jKlr%7EEM1Ime72ZE0p%7EptarJn9GdtsbXwont3e2vZSW3NSGytF7YMixFGWI1Uk9cv30T%7EVMQJz4cQ1hoyrDm4xdEsImnUu1g4LsECnjQE2Zd4GgdkY86MyKGBx-9qhZ6NC0JXIOkvs1h%7EsSQ%7EFNuTq3YnWhCBU7cKtqN6J8mkEGasuLczTjdzcqqt9mPj9Qhw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:43,136 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:43,165 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164842Z&X-Amz-Expires=3600&X-Amz-Signature=8ba62af30a23108b315608c386f01f7ec700d1e53db423c7ed5328cd0fff714b&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164922&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkyMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=sQ1KXb6F27dr6NGlc1SN05MFgjMhjDgAq9cJXf93OewDq%7EQXkEn%7E3wpLEs1GAzGXfmsG42oQy-7GNt5ttewvq8YFGJYKdIYLkvUc9Ln%7E12E6X%7Ed8%7EwjYJvFfh3fGOLG6g-bypOV48WiNuoVBF26-6v%7Et2cXzd6tA3MoSSWmpACAX55gEPaFZPpet4TsOaQ9Hq-Imic1kdwro0gmPwY3vQEXDjbQ-fOgq5aDhTg5kXLYEKuHmqioX-rZspA77tb6mUlO%7ENfUw0Vlmu8z%7EW8mvGbAVLWvhXPVL-4XFPO5nOkYqncjCb-pcwe-CG2WwgSPE1Xlzh0WnXKsPwNKoKS%7EGfg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:43,559 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:43,589 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:43,944 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:43,974 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:44,367 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:44,395 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:44,773 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:44,802 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164937Z&X-Amz-Expires=3600&X-Amz-Signature=a88c120e903985896c47c55e74d0f07174d89882d2d8ef21adf41e2723ff1979&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164977&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk3N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=BrQWoGTTK7p6xP3jtqjYJaX%7EnLktDwcPRqRkvV7inX4GMpEjEDJdKtg6c9J18lVSnqK0yhZ1r3ozG%7EKJl5cgsWvw4fEfJLVCqoxooPtxzQyz-fSW3%7E2kuRi89BOYkZQh32uTDjWB3IPIxQSc6M21253F4OrTmjEO-BI0UPNDB-suV%7E8OwKKFcDw5I5QDSIVe7NRzHuaTTcfBou9m1bTvEYCoqwv-kn%7E12LNwbVZ1XY221BMTGp4qrjC9i9Iu3bTJOJ3NQLl691MvoKwHlSg4zxdqqDhsORs1ivanHEToPhgtLPFFUy55E3BN68VbsnnY24KYU-zVlj634o5Siz2NKw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:45,194 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:45,223 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164915Z&X-Amz-Expires=3600&X-Amz-Signature=6cf483f6b875f41149df76206941913ed5ac4c3e31593b4d66c5f7383bf48e8f&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164955&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk1NX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=ENZJNIUIawifUDAbYdviumOM1iQ-jK%7EmBObiepTSAOEK8qeLrp1dwT9jbFU2gj3c9OAqqt1qAsvXDJjUzgg9f4clkzIH4TmSeD59y9wki91SJw6gDJQV1Gcof3QGGeIIYYCAos0dt1YHwzKUQMvEZ74x3cQowEPVW52rVHX-gy-Mk-xgKbWNc1V0MW5Dp8Y1pf6dUkgTvVmPpjEq2VpWAskiVnillwjRvLEExt8DIEWv%7EtHkB%7ExLT5-fmyRsk880azIG5eNzTHuTabmkGJMvlx6vTDqqaxoFDLDxjbE7hPK9EelNCjxLTzBpTID3JL9c1qpUQU7vZnahAe%7EkmWJdXw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:45,609 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:45,638 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:46,011 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:46,039 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:48,088 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:48,115 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:48,511 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:48,542 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164854Z&X-Amz-Expires=3600&X-Amz-Signature=410f542e71b02db828bba4cb5840d31bd9d1953a9c5ea580acb666d34340a104&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164934&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzNH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YC%7EVFgX38Ktseg-byer3FazNH4vpS3HY%7E%7Ed1HFmoZR0DW7JBqhPdAtbaPd5IO3A9vq2aMtMNC3a1K20vM5Co8xLjCDHsZUMdsVXTCQTajRMjJ5KdA3W-Hfnq-kgqQ%7ELSv2PnbKacOv64yOctRpYJhIbl0y85o6vGUdXSRfcCSnmnn4z08uMF0dt5xz8A1E61lTNyBrPmhKPo2a8XVA4zrNirxz3VOhufNqAEs-Zrv3BT59jr46TklbbMj2NphORR8NB3MxAV1bsmS9PpfXif9aOBTVwdTlgLmVym4oRQdmprYPPoIKIsgVh-lJvXl0NpiJxJO0nSwfvRYyiH0c5Nbw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:48,971 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:48,999 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165321Z&X-Amz-Expires=3600&X-Amz-Signature=5d00390cc2dbe30a35574d650a82d92ee9120b4a8702d36c0805415c78f3a95e&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165201&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTIwMX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=mZjfqjoyOgvovT3bGsMYEqHEZPmxnY0R3twmTWElygaFaTiIH8RwomP9lEhUbf6Vi54jzAlOjtQ3Df4-W%7EiT78an3NbYpTQBpmBJwHxquGl%7EmtISsXpn-4L6IxhZD2aMHkDrNd%7EwLFi-c6PfK0xmCUoPulOlFtZa3BABHiIahWFQmVdpvPi4K52mbf3FADnQMx275XuHqiG5OvVz-WzZNWvmhGgSuNgnjT63Dkx-TZfT5NtTpSA1mj0t%7E3JDvHmD17PJkDoRIsZUlNwgW7ZH-vQ1FDWJrFu0SIG1IqwN85ohUVbNCXjTok4u4T232gBampIBBHPk72R5S1qMder7Cw__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:49,373 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:49,401 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164946Z&X-Amz-Expires=3600&X-Amz-Signature=d201c252ff82b15e08318ad752d2bede31b87efd6d20c64e7f2bdf32cb956c97&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164986&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDk4Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=R7KilVJxDsxFZpscSdDLDFnOE2pgfrPqLgaJNXrss-SerwcOJiiXWDjn-aMXbdJ3G1exoVxzszI5sZPfu3sey3YvVCMZRHHKwm-9FSW9DJXpfOxvCwmwxy7UgVJoEbzuWZqbbKKuySAeLTx6Twa%7EFjUeSUwEoa1OhubyVlK0yYTRwVa6NNIP-06qPjzUNdgYfVB7EP-dgBhlSLjWbuyJ3PwkOwhOZSlXeYAzkZDf%7Eiw0bzlacCPSEWZRo5MVwhRadQmghskcREXpMVWZVuIi124xrD8lPkJ1jVWVfC-qq7ymaPMuuZMuGc6dqE9-1Gsb8zHmFn7H9LjScutf-KT2Ww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:49,785 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:49,816 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164832Z&X-Amz-Expires=3600&X-Amz-Signature=e5037519656f9672f271008a786cbee05c524e402bd605644549b18093da9187&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164912&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxMn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=myMqohtzfB0MTvrMjBToE9ERNza5sDnb8NQDiZS8W2vW4CFe-wbyWa5cCk2YT-eUvw6sJN7V4A7XWF1dsUf2dMwqy9G7XoAhsu9EPcmHFiu0lr6zNmQGkaga43Uya1RiPskVdyedEZ95yD2ASR7G0RIXVnBvzdrffH4nRjMxNffBUnSEkKhS1upioAFiHXIQuE0ZdiEbTqss-cTrxh-uw1hGRZf2eTu0ExtN%7EiHdwY8295RA9r0JyCiP73I2TRoX7iuKSJbhCrniwW%7Ek2EK1nrPlRWMZCQFZ7dXcpgmJxJsXWfYIO0DX%7EFED-66Tf-BzFjnnlIoT2BLnfgB2pkSB9g__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:50,212 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:50,240 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165308Z&X-Amz-Expires=3600&X-Amz-Signature=5eec888133448d39b31dbdef4c8b2478498b8835c56c95739b249b3212ea7d93&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165188&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTE4OH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=uolWNtqTUeVMjL0X1p%7EbgTGrJBdoNBKY6bN2%7EkwjS%7EnRX%7ELNKe3JC6vvO7kalDTJQMPtcaajl%7EKKvJ9kl4XU%7EPUnfJmosSx5AjIU0E1fqfPj4WNawM7HglAVRSvOHGR02DJbplJyK7YFMC-iqg508mgp4kMYaS4UEaNbnoX7c%7EUrstw32A08KB6iXyxDZ4wjzSbIei-Xmu6bX%7EqfqP%7EsE2jYiWWsrkgK9V89z-g3RoMNqCnJJhC35xi%7Ey5aFDym5zEJ7lZRzFFXYr5v3ujoUJEE9V6gpj0OSMfsOCfbBkbWInG8WaN-5jjHt9DqUTdt1b-oLIUPR8u5TLmtBB0%7Etkg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:50,603 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:50,631 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165018Z&X-Amz-Expires=3600&X-Amz-Signature=a513a929cad1eb953829918b3116bd66035db2390f5d4dcc7b04aa1d0ab41a68&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165018&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAxOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=vztRNHLUk5FwDk829E3KX-PO8c10zNaHLYS1C7EKrFuLEXl9CvAdfwUaFPvCtS9yXplqQkxWTHUGS925kFFvdBtSAhYG1CNgUltE3HN67Zl9x205i8BoFlwaC-V7VRCIl-ODKJdSOL3W-fWdC5nEmYcrL%7EBrWQ0gwaUrjfiE%7Ewkh0JzWYvGTRTGSjDW4HJ5D7RSlBpvyFu9LTFpC3wooybk6m2LuauLI-Ttmk0uchD9C03c34EO8JmZCNSwmZfO6GfRB2WcztQf0Qcvdo-w9HJ1L-bYzL3vV6vl3PxuSizS8zZkekAYjcCtkTe4DUMzkfUEyxgHk195%7Et%7EuKjhmQqg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:51,001 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:51,032 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:51,395 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:51,424 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164836Z&X-Amz-Expires=3600&X-Amz-Signature=64ba0fb3b82944dfad9cb3e0f88ce25685fea606a7e2da8f706fcc944980e272&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164916&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkxNn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=E53hRFcTDwAppJv37lB2xc%7Eyjvlxo2DX04mSwb9Il5VK3b8swJ%7EGKVKLXxUsNLkQqWhz9C5px3Q0D303vSQfEkEDtZnoW%7EJpWLhL5uHlC-lvMnhvZkUn0Worj0AGfN6TPWKUU68mYhwIyo-Pab6a0l9iHrsEKbTyp-9v2Ja86SdQuPFSslNXQnFTNDD8RuCiPszuhAd1pRkOPJXHyBCjTrzatTBY9VtH1w1p0wJrdj8-N%7EL0qv9g603aGUn0JH1k7AnaLNK6JmlpHitgXZa%7Ec%7EN%7ET-FC-5AOtJN-gTNjwcd6w%7EERexCB7A4CQ3jxad8xWHsu9LlM6KblA5bKZYSAow__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:51,853 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:51,884 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T165008Z&X-Amz-Expires=3600&X-Amz-Signature=2754b3bb1876611170ba3092473da341a0cdd149f526fccb1c48e1f2d1358dbd&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773165008&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NTAwOH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=OKDYvWNZ71v0UmPgCWsXVhHNQMiYUM6Y-xrIhA8w4EIBmLW6gSOe2qvnYSsxbRKpgPKRg08f1ZVZfM%7E2ZoUQcZeQ1%7ErJbKSsSh0kreg4aXwOCK4FpvIlL%7EYtu82EQG9AomOjc%7EoBTASFd8G%7EtfPQ6ZNRz9fobxO5CA5Qrv8BDyzyPK01VblotFHhq%7EwmPFOcTllBGXjaVC4GQOg9C6%7E2YNpIpe0%7EHKxv6v%7EhEqoAzDsXeeNOp5ClLtzGo5CpuZhfyr-PUwgp9ARZR6vtb%7E84PIBQsRFYzh37GLLXcsknTWY4m6yM8-MR3Jyp-f7jerjrP2IlP36Aruo8JD6WIUVVYg__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:53,961 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:53,988 INFO HTTP Request: GET https://cas-bridge.xethub.hf.co/xet-bridge-us/66d5cf3c956fdcaeb662e58a/045a842b14c0d2521d127f4e25d89772e9126852f7b5f8905b1a458257b157c9?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Content-Sha256=UNSIGNED-PAYLOAD&X-Amz-Credential=cas%2F20260310%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20260310T164859Z&X-Amz-Expires=3600&X-Amz-Signature=aa085870ce3f235ec52ae86c5a2bf4f4a8a994b448d78d582c4bfc68a289686a&X-Amz-SignedHeaders=host&X-Xet-Cas-Uid=5e6879739eef5061afc68c33&response-content-disposition=inline%3B+filename*%3DUTF-8%27%27train.csv%3B+filename%3D%22train.csv%22%3B&response-content-type=text%2Fcsv&x-amz-checksum-mode=ENABLED&x-id=GetObject&Expires=1773164939&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc3MzE2NDkzOX19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2FzLWJyaWRnZS54ZXRodWIuaGYuY28veGV0LWJyaWRnZS11cy82NmQ1Y2YzYzk1NmZkY2FlYjY2MmU1OGEvMDQ1YTg0MmIxNGMwZDI1MjFkMTI3ZjRlMjVkODk3NzJlOTEyNjg1MmY3YjVmODkwNWIxYTQ1ODI1N2IxNTdjOSoifV19&Signature=YqLBUsohpVKd-DkTNpznW-L8bM4xo2rT4DaH%7ELT-eFMd4D6oDWmw1Kb0lHVfpsTgh%7ENo3qdGVCsqXjs5NvSqguwfGHSTB-tEDfCCczsX9jZAw15sCFhYFfZwtdQ94LIrXuuBp0BwCvGiE6cRooD2wmc3sG61LvhTsYcDsaRdx7xwUzBOcb7dp5YAF4COXV%7EdxN5TdFXwp6aKlPm7Epa15FL9MoZmWtc1EEeW7rXtFzIZh1VnLZP7GlcmUy87-ZrZ%7ElvDkq4fYCdWAdxjnudmGvnSo6kcVbDwwNLnFKOD33LfdGcQO9cjHgic6Wr0RLTG70C6MJCGfzwPyoOv-KLqww__&Key-Pair-Id=K2L8F4GPSG1IFC "HTTP/1.1 206 Partial Content" 2026-03-10 17:12:54,393 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:54,423 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:54,834 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:54,862 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:55,245 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:55,273 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:55,657 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:55,686 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:58,477 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:58,504 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:58,842 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:58,872 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:12:59,261 INFO HTTP Request: GET https://huggingface.co/datasets/liamdugan/raid/resolve/865cac74188466cb0c3b7574a10204007b57a459/train.csv "HTTP/1.1 302 Found" 2026-03-10 17:12:59,290 INFO HTTP Request: GET 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"HTTP/1.1 206 Partial Content" 2026-03-10 17:13:00,634 INFO Human texts : 10000 2026-03-10 17:13:00,634 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-10 17:13:00,635 INFO chatgpt → 1000 texts 2026-03-10 17:13:00,635 INFO cohere → 1000 texts 2026-03-10 17:13:00,635 INFO cohere-chat → 1000 texts 2026-03-10 17:13:00,635 INFO gpt2 → 1000 texts 2026-03-10 17:13:00,635 INFO gpt3 → 1000 texts 2026-03-10 17:13:00,635 INFO gpt4 → 1000 texts 2026-03-10 17:13:00,635 INFO llama-chat → 1000 texts 2026-03-10 17:13:00,635 INFO mistral → 1000 texts 2026-03-10 17:13:00,635 INFO mistral-chat → 1000 texts 2026-03-10 17:13:00,635 INFO mpt → 1000 texts 2026-03-10 17:13:00,635 INFO mpt-chat → 1000 texts 2026-03-10 17:13:00,635 INFO Total AI texts : 11000 2026-03-10 17:13:00,645 INFO Train → human=8000 AI=8800 2026-03-10 17:13:00,645 INFO Val → human=2000 AI=2200 2026-03-10 17:13:00,646 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-10 17:13:00,646 INFO Loading paraphraser 't5-large' … 2026-03-10 17:13:00,791 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-10 17:13:00,959 INFO HTTP Request: GET https://huggingface.co/api/models/t5-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-10 17:13:01,104 INFO HTTP Request: GET https://huggingface.co/api/models/google-t5/t5-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-10 17:13:01,245 INFO HTTP Request: GET https://huggingface.co/api/models/t5-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-10 17:13:01,388 INFO HTTP Request: GET https://huggingface.co/api/models/google-t5/t5-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-10 17:13:01,530 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/spiece.model "HTTP/1.1 200 OK" 2026-03-10 17:13:02,045 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-03-10 17:13:02,195 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-03-10 17:13:02,862 INFO HTTP Request: HEAD https://huggingface.co/t5-large/resolve/main/generation_config.json "HTTP/1.1 200 OK" 2026-03-10 17:13:09,079 INFO Loading detector 'roberta-large' … 2026-03-10 17:13:09,316 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-03-10 17:13:09,455 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-10 17:13:09,591 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-10 17:13:09,734 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-10 17:13:09,879 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-10 17:13:10,205 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-03-10 17:13:10,352 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-03-10 17:13:14,098 INFO ── Warm-start: 5 MLE steps ── 2026-03-10 17:13:15,560 INFO [WS 1/5] MLE=8.4294 2026-03-10 17:13:16,564 INFO [WS 2/5] MLE=7.7722 2026-03-10 17:13:17,344 INFO [WS 3/5] MLE=8.1053 2026-03-10 17:13:18,125 INFO [WS 4/5] MLE=9.1529 2026-03-10 17:13:18,910 INFO [WS 5/5] MLE=8.5134 2026-03-10 17:13:18,910 INFO ── Warm-start complete ── 2026-03-10 17:13:18,910 INFO Starting adversarial training loop … 2026-03-10 17:13:49,397 INFO [Step 1/200] det=skip para=-14.1020 raw_rwd=0.3229 rwd=0.3229 2026-03-10 17:13:49,398 INFO per-gen rewards: chatgpt=0.305 cohere=0.318 cohere-c=0.343 gpt2=0.325 gpt3=0.342 gpt4=0.322 llama-ch=0.305 mistral=0.319 mistral-=0.321 mpt=0.335 mpt-chat=0.318 2026-03-10 17:16:59,372 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-03-10 17:16:59,372 INFO │ MACRO_AVG 0.5647 ◄ 2026-03-10 17:16:59,372 INFO │ chatgpt 0.6388 2026-03-10 17:16:59,372 INFO │ cohere 0.6963 2026-03-10 17:16:59,372 INFO │ cohere-chat 0.6345 2026-03-10 17:16:59,372 INFO │ gpt2 0.5275 2026-03-10 17:16:59,372 INFO │ gpt3 0.6075 2026-03-10 17:16:59,372 INFO │ gpt4 0.6667 2026-03-10 17:16:59,372 INFO │ llama-chat 0.4328 2026-03-10 17:16:59,372 INFO │ mistral 0.5360 2026-03-10 17:16:59,372 INFO │ mistral-chat 0.6125 2026-03-10 17:16:59,372 INFO │ mpt 0.3177 2026-03-10 17:16:59,372 INFO │ mpt-chat 0.5415 2026-03-10 17:16:59,373 INFO │ (prev best) 0.0000 2026-03-10 17:16:59,373 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-03-10 17:16:59,373 INFO │ article_deletion 0.6084 ▲ 2026-03-10 17:16:59,373 INFO │ homoglyphs 0.1499 ▼ 2026-03-10 17:16:59,373 INFO │ misspelling 0.5344 ~ 2026-03-10 17:16:59,373 INFO │ no_attack 0.5522 ~ 2026-03-10 17:16:59,373 INFO │ synonym_replacement 0.1708 ▼ 2026-03-10 17:16:59,373 INFO │ t5_paraphrase 0.2084 ▼ 2026-03-10 17:16:59,373 INFO └─────────────────────────────────────────────┘ 2026-03-10 17:17:03,843 INFO Detector saved → ./radar_multievasion/best_detector 2026-03-10 17:17:12,784 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-03-10 17:17:12,784 INFO ✓ New best macro AUROC = 0.5647 — saved. 2026-03-10 17:18:18,854 INFO [Step 2/200] det=3.9017 para=-48.2694 raw_rwd=0.3105 rwd=0.3105 2026-03-10 17:18:18,855 INFO loss components: L_human=1.000 L_xm_original=0.482 L_t5_para=0.498 L_synonym_replacement=0.493 L_homoglyphs=0.483 L_article_deletion=0.465 L_misspelling=0.483 total=3.905 2026-03-10 17:18:18,855 INFO per-gen rewards: chatgpt=0.312 cohere=0.298 cohere-c=0.315 gpt2=0.317 gpt3=0.304 gpt4=0.306 llama-ch=0.304 mistral=0.304 mistral-=0.313 mpt=0.328 mpt-chat=0.314 2026-03-10 17:18:44,768 INFO [Step 3/200] det=skip para=-59.3044 raw_rwd=0.3495 rwd=0.3495 2026-03-10 17:18:44,768 INFO per-gen rewards: chatgpt=0.350 cohere=0.342 cohere-c=0.352 gpt2=0.352 gpt3=0.349 gpt4=0.348 llama-ch=0.347 mistral=0.344 mistral-=0.352 mpt=0.356 mpt-chat=0.350 2026-03-10 17:19:48,364 INFO [Step 4/200] det=4.0070 para=-33.6867 raw_rwd=0.3558 rwd=0.3558 2026-03-10 17:19:48,365 INFO loss components: L_human=0.730 L_xm_original=0.533 L_t5_para=0.506 L_synonym_replacement=0.484 L_homoglyphs=0.507 L_article_deletion=0.496 L_misspelling=0.533 total=3.788 2026-03-10 17:19:48,365 INFO per-gen rewards: chatgpt=0.358 cohere=0.357 cohere-c=0.356 gpt2=0.356 gpt3=0.355 gpt4=0.356 llama-ch=0.350 mistral=0.356 mistral-=0.352 mpt=0.358 mpt-chat=0.359 2026-03-10 17:20:10,755 INFO [Step 5/200] det=skip para=-27.8796 raw_rwd=0.3653 rwd=0.3653 2026-03-10 17:20:10,755 INFO per-gen rewards: chatgpt=0.371 cohere=0.371 cohere-c=0.364 gpt2=0.365 gpt3=0.363 gpt4=0.366 llama-ch=0.365 mistral=0.361 mistral-=0.364 mpt=0.368 mpt-chat=0.361 2026-03-10 17:21:07,060 INFO [Step 6/200] det=3.4963 para=-25.0353 raw_rwd=0.3716 rwd=0.3716 2026-03-10 17:21:07,060 INFO loss components: L_human=0.788 L_xm_original=0.401 L_t5_para=0.473 L_synonym_replacement=0.389 L_homoglyphs=0.403 L_article_deletion=0.400 L_misspelling=0.378 total=3.232 2026-03-10 17:21:07,060 INFO per-gen rewards: chatgpt=0.367 cohere=0.374 cohere-c=0.368 gpt2=0.371 gpt3=0.371 gpt4=0.372 llama-ch=0.374 mistral=0.380 mistral-=0.374 mpt=0.368 mpt-chat=0.369 2026-03-10 17:21:25,276 INFO [Step 7/200] det=skip para=-10.0941 raw_rwd=0.3550 rwd=0.3550 2026-03-10 17:21:25,277 INFO per-gen rewards: chatgpt=0.357 cohere=0.358 cohere-c=0.356 gpt2=0.353 gpt3=0.352 gpt4=0.352 llama-ch=0.351 mistral=0.357 mistral-=0.355 mpt=0.358 mpt-chat=0.356 2026-03-10 17:22:19,118 INFO [Step 8/200] det=3.0760 para=-6.0732 raw_rwd=0.3572 rwd=0.3572 2026-03-10 17:22:19,119 INFO loss components: L_human=0.524 L_xm_original=0.394 L_t5_para=0.514 L_synonym_replacement=0.402 L_homoglyphs=0.360 L_article_deletion=0.419 L_misspelling=0.399 total=3.012 2026-03-10 17:22:19,119 INFO per-gen rewards: chatgpt=0.356 cohere=0.357 cohere-c=0.357 gpt2=0.356 gpt3=0.357 gpt4=0.357 llama-ch=0.355 mistral=0.358 mistral-=0.358 mpt=0.358 mpt-chat=0.359 2026-03-10 17:22:36,480 INFO [Step 9/200] det=skip para=-2.4594 raw_rwd=0.3323 rwd=0.3323 2026-03-10 17:22:36,481 INFO per-gen rewards: chatgpt=0.334 cohere=0.333 cohere-c=0.332 gpt2=0.331 gpt3=0.333 gpt4=0.333 llama-ch=0.332 mistral=0.331 mistral-=0.333 mpt=0.331 mpt-chat=0.332 2026-03-10 17:23:58,764 INFO [Step 10/200] det=2.8075 para=-3.0583 raw_rwd=0.3306 rwd=0.3306 2026-03-10 17:23:58,764 INFO loss components: L_human=0.505 L_xm_original=0.353 L_t5_para=0.423 L_synonym_replacement=0.370 L_homoglyphs=0.338 L_article_deletion=0.343 L_misspelling=0.362 total=2.693 2026-03-10 17:23:58,764 INFO per-gen rewards: chatgpt=0.330 cohere=0.333 cohere-c=0.331 gpt2=0.330 gpt3=0.329 gpt4=0.331 llama-ch=0.330 mistral=0.330 mistral-=0.330 mpt=0.331 mpt-chat=0.331 2026-03-10 17:27:09,252 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-03-10 17:27:09,253 INFO │ MACRO_AVG 0.9970 ◄ 2026-03-10 17:27:09,253 INFO │ chatgpt 1.0000 2026-03-10 17:27:09,253 INFO │ cohere 0.9982 2026-03-10 17:27:09,253 INFO │ cohere-chat 0.9974 2026-03-10 17:27:09,253 INFO │ gpt2 0.9914 2026-03-10 17:27:09,253 INFO │ gpt3 0.9987 2026-03-10 17:27:09,253 INFO │ gpt4 1.0000 2026-03-10 17:27:09,253 INFO │ llama-chat 0.9999 2026-03-10 17:27:09,253 INFO │ mistral 0.9914 2026-03-10 17:27:09,253 INFO │ mistral-chat 0.9995 2026-03-10 17:27:09,253 INFO │ mpt 0.9922 2026-03-10 17:27:09,253 INFO │ mpt-chat 0.9980 2026-03-10 17:27:09,253 INFO │ (prev best) 0.5647 2026-03-10 17:27:09,253 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-03-10 17:27:09,253 INFO │ article_deletion 0.9971 ~ 2026-03-10 17:27:09,253 INFO │ homoglyphs 1.0000 ~ 2026-03-10 17:27:09,253 INFO │ misspelling 0.9964 ~ 2026-03-10 17:27:09,253 INFO │ no_attack 0.9963 ~ 2026-03-10 17:27:09,253 INFO │ synonym_replacement 0.9990 ~ 2026-03-10 17:27:09,253 INFO │ t5_paraphrase 1.0000 ~ 2026-03-10 17:27:09,253 INFO └─────────────────────────────────────────────┘ 2026-03-10 17:27:14,314 INFO Detector saved → ./radar_multievasion/best_detector 2026-03-10 17:27:23,575 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-03-10 17:27:23,576 INFO ✓ New best macro AUROC = 0.9970 — saved. 2026-03-10 17:27:41,231 INFO [Step 11/200] det=skip para=-2.9378 raw_rwd=0.2646 rwd=0.2646 2026-03-10 17:27:41,232 INFO per-gen rewards: chatgpt=0.265 cohere=0.262 cohere-c=0.265 gpt2=0.268 gpt3=0.268 gpt4=0.264 llama-ch=0.262 mistral=0.263 mistral-=0.267 mpt=0.263 mpt-chat=0.264 2026-03-10 17:28:38,609 INFO [Step 12/200] det=2.6676 para=-3.3488 raw_rwd=0.2656 rwd=0.2656 2026-03-10 17:28:38,609 INFO loss components: L_human=0.422 L_xm_original=0.338 L_t5_para=0.375 L_synonym_replacement=0.356 L_homoglyphs=0.359 L_article_deletion=0.360 L_misspelling=0.358 total=2.567 2026-03-10 17:28:38,610 INFO per-gen rewards: chatgpt=0.269 cohere=0.268 cohere-c=0.268 gpt2=0.264 gpt3=0.261 gpt4=0.266 llama-ch=0.267 mistral=0.263 mistral-=0.266 mpt=0.262 mpt-chat=0.268 2026-03-10 17:28:56,658 INFO [Step 13/200] det=skip para=-5.1970 raw_rwd=0.1277 rwd=0.1277 2026-03-10 17:28:56,659 INFO per-gen rewards: chatgpt=0.104 cohere=0.127 cohere-c=0.113 gpt2=0.122 gpt3=0.131 gpt4=0.132 llama-ch=0.113 mistral=0.143 mistral-=0.139 mpt=0.132 mpt-chat=0.148 2026-03-10 17:29:52,250 INFO [Step 14/200] det=2.4291 para=-6.6716 raw_rwd=0.1404 rwd=0.1404 2026-03-10 17:29:52,250 INFO loss components: L_human=0.341 L_xm_original=0.332 L_t5_para=0.355 L_synonym_replacement=0.351 L_homoglyphs=0.327 L_article_deletion=0.331 L_misspelling=0.333 total=2.371 2026-03-10 17:29:52,250 INFO per-gen rewards: chatgpt=0.152 cohere=0.152 cohere-c=0.135 gpt2=0.131 gpt3=0.132 gpt4=0.140 llama-ch=0.124 mistral=0.138 mistral-=0.142 mpt=0.146 mpt-chat=0.153 2026-03-10 17:30:09,852 INFO [Step 15/200] det=skip para=-6.5069 raw_rwd=0.0657 rwd=0.0714 2026-03-10 17:30:09,853 INFO per-gen rewards: chatgpt=0.075 cohere=0.080 cohere-c=0.075 gpt2=0.078 gpt3=0.067 gpt4=0.067 llama-ch=0.063 mistral=0.058 mistral-=0.080 mpt=0.072 mpt-chat=0.071 2026-03-10 17:31:03,087 INFO [Step 16/200] det=2.3660 para=-6.0130 raw_rwd=0.0551 rwd=0.0621 2026-03-10 17:31:03,088 INFO loss components: L_human=0.334 L_xm_original=0.328 L_t5_para=0.353 L_synonym_replacement=0.336 L_homoglyphs=0.327 L_article_deletion=0.332 L_misspelling=0.335 total=2.344 2026-03-10 17:31:03,088 INFO per-gen rewards: chatgpt=0.064 cohere=0.064 cohere-c=0.067 gpt2=0.070 gpt3=0.058 gpt4=0.062 llama-ch=0.059 mistral=0.052 mistral-=0.063 mpt=0.062 mpt-chat=0.060 2026-03-13 15:29:13,396 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-13 15:29:13,397 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-13 15:29:13,397 INFO strategy=mixed human=10000 AI=1000/gen 2026-03-13 15:29:13,397 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-13 15:29:13,397 INFO NLTK available: True 2026-03-13 15:29:13,397 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=15 kl=0.01 2026-03-13 15:29:13,397 INFO device=cuda 2026-03-13 15:29:13,397 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-13 15:29:13,397 INFO Loading RAID dataset via raid.utils.load_data … 2026-03-13 15:29:13,397 INFO (install with: pip install raid-bench) 2026-03-13 15:29:30,291 INFO RAID train rows : 467,985 2026-03-13 15:29:30,291 INFO RAID test rows : 672,000 2026-03-13 15:29:30,291 INFO Parsing RAID train split (467,985 rows before filters) … 2026-03-13 15:29:30,291 INFO Filters → domain=None attack='none' generators=None 2026-03-13 15:29:43,222 INFO Human texts : 10000 2026-03-13 15:29:43,222 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-13 15:29:43,222 INFO chatgpt → 1000 texts 2026-03-13 15:29:43,222 INFO cohere → 1000 texts 2026-03-13 15:29:43,222 INFO cohere-chat → 1000 texts 2026-03-13 15:29:43,222 INFO gpt2 → 1000 texts 2026-03-13 15:29:43,222 INFO gpt3 → 1000 texts 2026-03-13 15:29:43,222 INFO gpt4 → 1000 texts 2026-03-13 15:29:43,222 INFO llama-chat → 1000 texts 2026-03-13 15:29:43,222 INFO mistral → 1000 texts 2026-03-13 15:29:43,222 INFO mistral-chat → 1000 texts 2026-03-13 15:29:43,222 INFO mpt → 1000 texts 2026-03-13 15:29:43,222 INFO mpt-chat → 1000 texts 2026-03-13 15:29:43,222 INFO Total AI texts : 11000 2026-03-13 15:29:43,222 INFO Parsing RAID test split (672,000 rows before filters) … 2026-03-13 15:29:43,222 INFO Filters → domain=None attack=None generators=None 2026-03-13 15:30:04,903 INFO Human texts : 0 2026-03-13 15:30:04,904 INFO AI generators found : [''] 2026-03-13 15:30:04,904 INFO → 1000 texts 2026-03-13 15:30:04,904 INFO Total AI texts : 1000 2026-03-13 15:30:04,904 WARNING Generators in train only (no val): {'cohere-chat', 'mpt-chat', 'mistral-chat', 'mpt', 'gpt2', 'mistral', 'gpt4', 'cohere', 'llama-chat', 'chatgpt', 'gpt3'} 2026-03-13 15:30:04,904 WARNING Generators in val only (no train): {''} 2026-03-13 15:30:04,904 WARNING → Dropped '' from val (not seen in train) 2026-03-13 15:30:04,904 INFO Train → human=10000 AI=11000 2026-03-13 15:30:04,904 INFO Val → human=0 AI=0 2026-03-13 15:30:05,106 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-13 15:30:05,107 INFO Loading paraphraser 'kalpeshk2011/dipper-paraphraser-xxl' … 2026-03-13 15:30:05,364 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-13 15:30:05,512 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-13 15:30:05,663 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-13 15:30:05,808 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/spiece.model "HTTP/1.1 404 Not Found" 2026-03-13 15:30:05,957 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer.json "HTTP/1.1 404 Not Found" 2026-03-13 15:30:06,102 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/added_tokens.json "HTTP/1.1 404 Not Found" 2026-03-13 15:30:06,248 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/special_tokens_map.json "HTTP/1.1 404 Not Found" 2026-03-13 15:30:06,391 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-13 15:30:06,536 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/chat_template.jinja "HTTP/1.1 404 Not Found" 2026-03-13 15:30:06,688 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 15:30:06,833 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-13 15:30:07,216 INFO HTTP Request: GET https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-13 15:30:07,380 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-03-13 15:30:07,530 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors.index.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 15:30:07,686 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/model.safetensors.index.json "HTTP/1.1 200 OK" 2026-03-13 15:30:07,833 INFO HTTP Request: GET https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/model.safetensors.index.json "HTTP/1.1 200 OK" 2026-03-13 15:30:07,982 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/revision/main "HTTP/1.1 200 OK" 2026-03-13 15:30:08,153 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/model-00001-of-00005.safetensors "HTTP/1.1 302 Found" 2026-03-13 15:30:08,216 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/model-00003-of-00005.safetensors "HTTP/1.1 302 Found" 2026-03-13 15:30:08,220 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/model-00002-of-00005.safetensors "HTTP/1.1 302 Found" 2026-03-13 15:30:08,234 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/model-00004-of-00005.safetensors "HTTP/1.1 302 Found" 2026-03-13 15:30:08,253 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/model-00005-of-00005.safetensors "HTTP/1.1 302 Found" 2026-03-13 15:30:08,322 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/xet-read-token/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c "HTTP/1.1 200 OK" 2026-03-13 15:30:08,360 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/xet-read-token/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c "HTTP/1.1 200 OK" 2026-03-13 15:30:08,362 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/xet-read-token/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c "HTTP/1.1 200 OK" 2026-03-13 15:30:08,377 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/xet-read-token/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c "HTTP/1.1 200 OK" 2026-03-13 15:30:08,396 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/xet-read-token/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c "HTTP/1.1 200 OK" 2026-03-13 15:45:49,952 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/xet-read-token/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c "HTTP/1.1 200 OK" 2026-03-13 16:00:19,830 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-03-13 16:00:19,952 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:00:20,061 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-13 16:07:31,686 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-13 16:07:31,686 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-13 16:07:31,687 INFO strategy=mixed human=10000 AI=1000/gen 2026-03-13 16:07:31,687 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-13 16:07:31,687 INFO NLTK available: True 2026-03-13 16:07:31,687 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=15 kl=0.01 2026-03-13 16:07:31,687 INFO device=cuda 2026-03-13 16:07:31,687 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-13 16:07:31,687 INFO Loading RAID dataset via raid.utils.load_data … 2026-03-13 16:07:31,687 INFO (install with: pip install raid-bench) 2026-03-13 16:07:47,767 INFO RAID train rows : 467,985 2026-03-13 16:07:47,768 INFO RAID test rows : 672,000 2026-03-13 16:07:47,768 INFO Parsing RAID train split (467,985 rows before filters) … 2026-03-13 16:07:47,768 INFO Filters → domain=None attack='none' generators=None 2026-03-13 16:08:00,764 INFO Human texts : 10000 2026-03-13 16:08:00,764 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-13 16:08:00,764 INFO chatgpt → 1000 texts 2026-03-13 16:08:00,764 INFO cohere → 1000 texts 2026-03-13 16:08:00,764 INFO cohere-chat → 1000 texts 2026-03-13 16:08:00,764 INFO gpt2 → 1000 texts 2026-03-13 16:08:00,764 INFO gpt3 → 1000 texts 2026-03-13 16:08:00,764 INFO gpt4 → 1000 texts 2026-03-13 16:08:00,764 INFO llama-chat → 1000 texts 2026-03-13 16:08:00,764 INFO mistral → 1000 texts 2026-03-13 16:08:00,764 INFO mistral-chat → 1000 texts 2026-03-13 16:08:00,764 INFO mpt → 1000 texts 2026-03-13 16:08:00,764 INFO mpt-chat → 1000 texts 2026-03-13 16:08:00,764 INFO Total AI texts : 11000 2026-03-13 16:08:00,764 INFO Parsing RAID test split (672,000 rows before filters) … 2026-03-13 16:08:00,764 INFO Filters → domain=None attack=None generators=None 2026-03-13 16:08:22,595 INFO Human texts : 0 2026-03-13 16:08:22,596 INFO AI generators found : [''] 2026-03-13 16:08:22,596 INFO → 1000 texts 2026-03-13 16:08:22,596 INFO Total AI texts : 1000 2026-03-13 16:08:22,596 WARNING Generators in train only (no val): {'mpt', 'mpt-chat', 'mistral-chat', 'cohere', 'cohere-chat', 'gpt4', 'mistral', 'gpt2', 'gpt3', 'chatgpt', 'llama-chat'} 2026-03-13 16:08:22,596 WARNING Generators in val only (no train): {''} 2026-03-13 16:08:22,596 WARNING → Dropped '' from val (not seen in train) 2026-03-13 16:08:22,596 INFO Train → human=10000 AI=11000 2026-03-13 16:08:22,596 INFO Val → human=0 AI=0 2026-03-13 16:08:22,926 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-13 16:08:22,927 INFO Loading paraphraser 'kalpeshk2011/dipper-paraphraser-xxl' … 2026-03-13 16:08:23,135 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-13 16:08:23,254 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-13 16:08:23,375 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-13 16:08:23,496 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/spiece.model "HTTP/1.1 404 Not Found" 2026-03-13 16:08:23,614 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer.json "HTTP/1.1 404 Not Found" 2026-03-13 16:08:23,729 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/added_tokens.json "HTTP/1.1 404 Not Found" 2026-03-13 16:08:23,856 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/special_tokens_map.json "HTTP/1.1 404 Not Found" 2026-03-13 16:08:23,972 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-13 16:08:24,089 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/chat_template.jinja "HTTP/1.1 404 Not Found" 2026-03-13 16:08:24,210 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:08:24,236 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-13 16:08:24,357 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-03-13 16:08:24,478 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors.index.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:08:24,590 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/model.safetensors.index.json "HTTP/1.1 200 OK" 2026-03-13 16:08:24,713 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/revision/main "HTTP/1.1 200 OK" 2026-03-13 16:08:25,105 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-03-13 16:08:25,229 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:08:25,255 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-13 16:28:58,869 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-13 16:28:58,869 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-13 16:28:58,869 INFO strategy=mixed human=10000 AI=1000/gen 2026-03-13 16:28:58,869 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-13 16:28:58,869 INFO NLTK available: True 2026-03-13 16:28:58,869 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=15 kl=0.01 2026-03-13 16:28:58,869 INFO device=cuda 2026-03-13 16:28:58,869 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-13 16:28:58,869 INFO Loading RAID dataset via raid.utils.load_data … 2026-03-13 16:28:58,869 INFO (install with: pip install raid-bench) 2026-03-13 16:29:15,029 INFO RAID train rows : 467,985 2026-03-13 16:29:15,029 INFO RAID test rows : 672,000 2026-03-13 16:29:15,029 INFO Parsing RAID train split (467,985 rows before filters) … 2026-03-13 16:29:15,029 INFO Filters → domain=None attack='none' generators=None 2026-03-13 16:29:28,009 INFO Human texts : 10000 2026-03-13 16:29:28,009 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-13 16:29:28,009 INFO chatgpt → 1000 texts 2026-03-13 16:29:28,009 INFO cohere → 1000 texts 2026-03-13 16:29:28,009 INFO cohere-chat → 1000 texts 2026-03-13 16:29:28,009 INFO gpt2 → 1000 texts 2026-03-13 16:29:28,009 INFO gpt3 → 1000 texts 2026-03-13 16:29:28,009 INFO gpt4 → 1000 texts 2026-03-13 16:29:28,009 INFO llama-chat → 1000 texts 2026-03-13 16:29:28,010 INFO mistral → 1000 texts 2026-03-13 16:29:28,010 INFO mistral-chat → 1000 texts 2026-03-13 16:29:28,010 INFO mpt → 1000 texts 2026-03-13 16:29:28,010 INFO mpt-chat → 1000 texts 2026-03-13 16:29:28,010 INFO Total AI texts : 11000 2026-03-13 16:29:28,010 INFO Parsing RAID test split (672,000 rows before filters) … 2026-03-13 16:29:28,010 INFO Filters → domain=None attack=None generators=None 2026-03-13 16:29:50,234 INFO Human texts : 0 2026-03-13 16:29:50,235 INFO AI generators found : [''] 2026-03-13 16:29:50,235 INFO → 1000 texts 2026-03-13 16:29:50,235 INFO Total AI texts : 1000 2026-03-13 16:29:50,235 WARNING Generators in train only (no val): {'mistral', 'mpt-chat', 'gpt3', 'chatgpt', 'mpt', 'llama-chat', 'gpt2', 'gpt4', 'cohere', 'mistral-chat', 'cohere-chat'} 2026-03-13 16:29:50,235 WARNING Generators in val only (no train): {''} 2026-03-13 16:29:50,235 WARNING → Dropped '' from val (not seen in train) 2026-03-13 16:29:50,235 INFO Train → human=10000 AI=11000 2026-03-13 16:29:50,235 INFO Val → human=0 AI=0 2026-03-13 16:29:50,832 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-13 16:29:50,833 INFO Loading paraphraser 'kalpeshk2011/dipper-paraphraser-xxl' … 2026-03-13 16:29:51,071 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-13 16:29:51,201 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-13 16:29:51,330 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-13 16:29:51,464 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/spiece.model "HTTP/1.1 404 Not Found" 2026-03-13 16:29:51,591 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer.json "HTTP/1.1 404 Not Found" 2026-03-13 16:29:51,720 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/added_tokens.json "HTTP/1.1 404 Not Found" 2026-03-13 16:29:51,847 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/special_tokens_map.json "HTTP/1.1 404 Not Found" 2026-03-13 16:29:51,986 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-13 16:29:52,120 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/chat_template.jinja "HTTP/1.1 404 Not Found" 2026-03-13 16:29:52,259 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:29:52,375 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-13 16:29:52,510 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-03-13 16:29:52,698 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors.index.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:29:52,823 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/model.safetensors.index.json "HTTP/1.1 200 OK" 2026-03-13 16:29:52,985 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/revision/main "HTTP/1.1 200 OK" 2026-03-13 16:29:53,388 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-03-13 16:29:53,522 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:29:53,552 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-13 16:30:31,875 INFO Loading detector 'roberta-large' … 2026-03-13 16:30:32,059 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-03-13 16:30:32,190 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:30:32,317 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-13 16:30:32,448 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:30:32,574 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-13 16:30:32,889 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-03-13 16:30:33,024 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-03-13 16:30:36,715 INFO ── Warm-start: 15 MLE steps ── 2026-03-13 16:34:09,160 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-13 16:34:09,160 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-13 16:34:09,160 INFO strategy=mixed human=10000 AI=1000/gen 2026-03-13 16:34:09,160 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-13 16:34:09,160 INFO NLTK available: True 2026-03-13 16:34:09,160 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=15 kl=0.01 2026-03-13 16:34:09,160 INFO device=cuda 2026-03-13 16:34:09,160 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-13 16:34:09,160 INFO Loading RAID dataset via raid.utils.load_data … 2026-03-13 16:34:09,160 INFO (install with: pip install raid-bench) 2026-03-13 16:34:25,244 INFO RAID train rows : 467,985 2026-03-13 16:34:25,245 INFO RAID test rows : 672,000 2026-03-13 16:34:25,245 INFO Parsing RAID train split (467,985 rows before filters) … 2026-03-13 16:34:25,245 INFO Filters → domain=None attack='none' generators=None 2026-03-13 16:34:38,516 INFO Human texts : 10000 2026-03-13 16:34:38,516 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-13 16:34:38,516 INFO chatgpt → 1000 texts 2026-03-13 16:34:38,516 INFO cohere → 1000 texts 2026-03-13 16:34:38,516 INFO cohere-chat → 1000 texts 2026-03-13 16:34:38,516 INFO gpt2 → 1000 texts 2026-03-13 16:34:38,516 INFO gpt3 → 1000 texts 2026-03-13 16:34:38,516 INFO gpt4 → 1000 texts 2026-03-13 16:34:38,516 INFO llama-chat → 1000 texts 2026-03-13 16:34:38,516 INFO mistral → 1000 texts 2026-03-13 16:34:38,516 INFO mistral-chat → 1000 texts 2026-03-13 16:34:38,516 INFO mpt → 1000 texts 2026-03-13 16:34:38,516 INFO mpt-chat → 1000 texts 2026-03-13 16:34:38,516 INFO Total AI texts : 11000 2026-03-13 16:34:38,516 INFO Parsing RAID test split (672,000 rows before filters) … 2026-03-13 16:34:38,517 INFO Filters → domain=None attack=None generators=None 2026-03-13 16:35:01,200 INFO Human texts : 0 2026-03-13 16:35:01,200 INFO AI generators found : [''] 2026-03-13 16:35:01,200 INFO → 1000 texts 2026-03-13 16:35:01,200 INFO Total AI texts : 1000 2026-03-13 16:35:01,201 WARNING Generators in train only (no val): {'llama-chat', 'gpt3', 'cohere-chat', 'gpt4', 'mistral-chat', 'gpt2', 'cohere', 'mistral', 'mpt', 'chatgpt', 'mpt-chat'} 2026-03-13 16:35:01,201 WARNING Generators in val only (no train): {''} 2026-03-13 16:35:01,201 WARNING → Dropped '' from val (not seen in train) 2026-03-13 16:35:01,201 INFO Train → human=10000 AI=11000 2026-03-13 16:35:01,201 INFO Val → human=0 AI=0 2026-03-13 16:35:01,730 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-13 16:35:01,731 INFO Loading paraphraser 'kalpeshk2011/dipper-paraphraser-xxl' … 2026-03-13 16:35:01,944 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-13 16:35:02,064 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-13 16:35:02,191 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-13 16:35:02,307 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/spiece.model "HTTP/1.1 404 Not Found" 2026-03-13 16:35:02,429 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer.json "HTTP/1.1 404 Not Found" 2026-03-13 16:35:02,553 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/added_tokens.json "HTTP/1.1 404 Not Found" 2026-03-13 16:35:02,669 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/special_tokens_map.json "HTTP/1.1 404 Not Found" 2026-03-13 16:35:02,790 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-13 16:35:02,910 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/chat_template.jinja "HTTP/1.1 404 Not Found" 2026-03-13 16:35:03,037 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:35:03,062 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-13 16:35:03,181 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-03-13 16:35:03,301 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors.index.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:35:03,331 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/model.safetensors.index.json "HTTP/1.1 200 OK" 2026-03-13 16:35:03,451 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/revision/main "HTTP/1.1 200 OK" 2026-03-13 16:35:03,817 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-03-13 16:35:03,939 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:35:03,964 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-13 16:35:16,722 INFO Loading detector 'roberta-large' … 2026-03-13 16:35:16,899 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-03-13 16:35:17,016 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:35:17,143 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-13 16:35:17,260 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:35:17,380 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-13 16:35:17,686 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-03-13 16:35:17,807 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-03-13 16:35:18,339 INFO ── Warm-start: 15 MLE steps ── 2026-03-13 16:39:21,491 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-13 16:39:21,491 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-13 16:39:21,492 INFO strategy=mixed human=10000 AI=1000/gen 2026-03-13 16:39:21,492 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-13 16:39:21,492 INFO NLTK available: True 2026-03-13 16:39:21,492 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=15 kl=0.01 2026-03-13 16:39:21,492 INFO device=cuda 2026-03-13 16:39:21,492 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-13 16:39:21,492 INFO Loading RAID dataset via raid.utils.load_data … 2026-03-13 16:39:21,492 INFO (install with: pip install raid-bench) 2026-03-13 16:39:21,492 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-03-13 16:39:27,707 INFO RAID train rows (attack='none'): 467,985 2026-03-13 16:39:27,707 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-03-13 16:39:27,707 INFO Filters → domain=None attack='none' generators=None 2026-03-13 16:39:41,034 INFO Human texts : 10000 2026-03-13 16:39:41,035 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-13 16:39:41,035 INFO chatgpt → 1000 texts 2026-03-13 16:39:41,035 INFO cohere → 1000 texts 2026-03-13 16:39:41,035 INFO cohere-chat → 1000 texts 2026-03-13 16:39:41,035 INFO gpt2 → 1000 texts 2026-03-13 16:39:41,035 INFO gpt3 → 1000 texts 2026-03-13 16:39:41,035 INFO gpt4 → 1000 texts 2026-03-13 16:39:41,035 INFO llama-chat → 1000 texts 2026-03-13 16:39:41,035 INFO mistral → 1000 texts 2026-03-13 16:39:41,035 INFO mistral-chat → 1000 texts 2026-03-13 16:39:41,035 INFO mpt → 1000 texts 2026-03-13 16:39:41,035 INFO mpt-chat → 1000 texts 2026-03-13 16:39:41,035 INFO Total AI texts : 11000 2026-03-13 16:39:41,040 INFO Train → human=9000 AI=9900 2026-03-13 16:39:41,040 INFO Val → human=1000 AI=1100 2026-03-13 16:39:41,141 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-13 16:39:41,141 INFO Loading paraphraser 'kalpeshk2011/dipper-paraphraser-xxl' … 2026-03-13 16:39:41,375 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-13 16:39:41,504 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-13 16:39:41,633 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-13 16:39:41,764 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/spiece.model "HTTP/1.1 404 Not Found" 2026-03-13 16:39:41,895 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer.json "HTTP/1.1 404 Not Found" 2026-03-13 16:39:42,022 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/added_tokens.json "HTTP/1.1 404 Not Found" 2026-03-13 16:39:42,155 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/special_tokens_map.json "HTTP/1.1 404 Not Found" 2026-03-13 16:39:42,283 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-13 16:39:42,415 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/chat_template.jinja "HTTP/1.1 404 Not Found" 2026-03-13 16:39:42,555 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:39:42,584 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-13 16:39:42,716 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-03-13 16:39:42,843 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors.index.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:39:42,876 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/model.safetensors.index.json "HTTP/1.1 200 OK" 2026-03-13 16:39:43,010 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/revision/main "HTTP/1.1 200 OK" 2026-03-13 16:39:43,405 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-03-13 16:39:43,530 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:39:43,559 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-13 16:41:17,882 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-13 16:41:17,882 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-13 16:41:17,882 INFO strategy=mixed human=10000 AI=1000/gen 2026-03-13 16:41:17,882 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-13 16:41:17,882 INFO NLTK available: True 2026-03-13 16:41:17,882 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=15 kl=0.01 2026-03-13 16:41:17,882 INFO device=cuda 2026-03-13 16:41:17,882 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-13 16:41:17,882 INFO Loading RAID dataset via raid.utils.load_data … 2026-03-13 16:41:17,882 INFO (install with: pip install raid-bench) 2026-03-13 16:41:17,882 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-03-13 16:41:24,587 INFO RAID train rows (attack='none'): 467,985 2026-03-13 16:41:24,587 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-03-13 16:41:24,587 INFO Filters → domain=None attack='none' generators=None 2026-03-13 16:41:38,420 INFO Human texts : 10000 2026-03-13 16:41:38,420 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-13 16:41:38,420 INFO chatgpt → 1000 texts 2026-03-13 16:41:38,420 INFO cohere → 1000 texts 2026-03-13 16:41:38,420 INFO cohere-chat → 1000 texts 2026-03-13 16:41:38,420 INFO gpt2 → 1000 texts 2026-03-13 16:41:38,420 INFO gpt3 → 1000 texts 2026-03-13 16:41:38,420 INFO gpt4 → 1000 texts 2026-03-13 16:41:38,420 INFO llama-chat → 1000 texts 2026-03-13 16:41:38,420 INFO mistral → 1000 texts 2026-03-13 16:41:38,420 INFO mistral-chat → 1000 texts 2026-03-13 16:41:38,420 INFO mpt → 1000 texts 2026-03-13 16:41:38,420 INFO mpt-chat → 1000 texts 2026-03-13 16:41:38,420 INFO Total AI texts : 11000 2026-03-13 16:41:38,426 INFO Train → human=9000 AI=9900 2026-03-13 16:41:38,426 INFO Val → human=1000 AI=1100 2026-03-13 16:41:38,711 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-13 16:41:38,711 INFO Loading paraphraser 'kalpeshk2011/dipper-paraphraser-xxl' … 2026-03-13 16:41:38,943 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-13 16:41:39,072 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-13 16:41:39,203 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-13 16:41:39,335 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/spiece.model "HTTP/1.1 404 Not Found" 2026-03-13 16:41:39,464 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer.json "HTTP/1.1 404 Not Found" 2026-03-13 16:41:39,596 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/added_tokens.json "HTTP/1.1 404 Not Found" 2026-03-13 16:41:39,729 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/special_tokens_map.json "HTTP/1.1 404 Not Found" 2026-03-13 16:41:39,868 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-13 16:41:39,996 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/chat_template.jinja "HTTP/1.1 404 Not Found" 2026-03-13 16:41:40,130 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:41:40,161 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-13 16:41:40,304 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-03-13 16:41:40,433 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors.index.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:41:40,467 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/model.safetensors.index.json "HTTP/1.1 200 OK" 2026-03-13 16:41:40,597 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/revision/main "HTTP/1.1 200 OK" 2026-03-13 16:41:40,963 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-03-13 16:41:41,111 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 16:41:41,141 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-13 17:52:44,170 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-13 17:52:44,170 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-13 17:52:44,170 INFO strategy=mixed human=10000 AI=1000/gen 2026-03-13 17:52:44,170 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-13 17:52:44,171 INFO NLTK available: True 2026-03-13 17:52:44,171 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=15 kl=0.01 2026-03-13 17:52:44,171 INFO device=cuda 2026-03-13 17:52:44,171 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-13 17:52:44,171 INFO Loading RAID dataset via raid.utils.load_data … 2026-03-13 17:52:44,171 INFO (install with: pip install raid-bench) 2026-03-13 17:52:44,171 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-03-13 17:52:50,732 INFO RAID train rows (attack='none'): 467,985 2026-03-13 17:52:50,733 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-03-13 17:52:50,733 INFO Filters → domain=None attack='none' generators=None 2026-03-13 17:53:04,193 INFO Human texts : 10000 2026-03-13 17:53:04,193 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-13 17:53:04,193 INFO chatgpt → 1000 texts 2026-03-13 17:53:04,193 INFO cohere → 1000 texts 2026-03-13 17:53:04,193 INFO cohere-chat → 1000 texts 2026-03-13 17:53:04,193 INFO gpt2 → 1000 texts 2026-03-13 17:53:04,193 INFO gpt3 → 1000 texts 2026-03-13 17:53:04,193 INFO gpt4 → 1000 texts 2026-03-13 17:53:04,193 INFO llama-chat → 1000 texts 2026-03-13 17:53:04,193 INFO mistral → 1000 texts 2026-03-13 17:53:04,193 INFO mistral-chat → 1000 texts 2026-03-13 17:53:04,193 INFO mpt → 1000 texts 2026-03-13 17:53:04,193 INFO mpt-chat → 1000 texts 2026-03-13 17:53:04,193 INFO Total AI texts : 11000 2026-03-13 17:53:04,198 INFO Train → human=9000 AI=9900 2026-03-13 17:53:04,198 INFO Val → human=1000 AI=1100 2026-03-13 17:53:04,436 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-13 17:53:04,436 INFO Loading paraphraser 'kalpeshk2011/dipper-paraphraser-xxl' … 2026-03-13 17:53:04,688 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-13 17:53:04,813 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-13 17:53:04,934 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-13 17:53:05,058 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/spiece.model "HTTP/1.1 404 Not Found" 2026-03-13 17:53:05,178 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer.json "HTTP/1.1 404 Not Found" 2026-03-13 17:53:05,305 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/added_tokens.json "HTTP/1.1 404 Not Found" 2026-03-13 17:53:05,425 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/special_tokens_map.json "HTTP/1.1 404 Not Found" 2026-03-13 17:53:05,547 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-13 17:53:05,670 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/chat_template.jinja "HTTP/1.1 404 Not Found" 2026-03-13 17:53:05,799 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 17:53:05,826 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-13 17:53:05,951 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-03-13 17:53:06,077 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors.index.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 17:53:06,108 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/model.safetensors.index.json "HTTP/1.1 200 OK" 2026-03-13 17:53:06,230 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/revision/main "HTTP/1.1 200 OK" 2026-03-13 17:53:06,814 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-03-13 17:53:06,942 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-13 17:53:06,969 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-16 10:02:57,384 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-16 10:02:57,384 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-16 10:02:57,384 INFO strategy=mixed human=10000 AI=1000/gen 2026-03-16 10:02:57,384 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-16 10:02:57,384 INFO NLTK available: True 2026-03-16 10:02:57,384 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=15 kl=0.01 2026-03-16 10:02:57,384 INFO device=cuda 2026-03-16 10:02:57,385 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-16 10:02:57,385 INFO Loading RAID dataset via raid.utils.load_data … 2026-03-16 10:02:57,385 INFO (install with: pip install raid-bench) 2026-03-16 10:02:57,385 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-03-16 10:03:03,800 INFO RAID train rows (attack='none'): 467,985 2026-03-16 10:03:03,800 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-03-16 10:03:03,800 INFO Filters → domain=None attack='none' generators=None 2026-03-16 10:03:16,983 INFO Human texts : 10000 2026-03-16 10:03:16,983 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-16 10:03:16,983 INFO chatgpt → 1000 texts 2026-03-16 10:03:16,983 INFO cohere → 1000 texts 2026-03-16 10:03:16,983 INFO cohere-chat → 1000 texts 2026-03-16 10:03:16,983 INFO gpt2 → 1000 texts 2026-03-16 10:03:16,983 INFO gpt3 → 1000 texts 2026-03-16 10:03:16,983 INFO gpt4 → 1000 texts 2026-03-16 10:03:16,983 INFO llama-chat → 1000 texts 2026-03-16 10:03:16,983 INFO mistral → 1000 texts 2026-03-16 10:03:16,983 INFO mistral-chat → 1000 texts 2026-03-16 10:03:16,983 INFO mpt → 1000 texts 2026-03-16 10:03:16,983 INFO mpt-chat → 1000 texts 2026-03-16 10:03:16,983 INFO Total AI texts : 11000 2026-03-16 10:03:16,988 INFO Train → human=9000 AI=9900 2026-03-16 10:03:16,988 INFO Val → human=1000 AI=1100 2026-03-16 10:03:17,090 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-16 10:03:17,091 INFO Loading paraphraser 'kalpeshk2011/dipper-paraphraser-xxl' … 2026-03-16 10:03:17,289 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-16 10:03:17,410 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-16 10:03:17,532 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-16 10:03:17,650 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/spiece.model "HTTP/1.1 404 Not Found" 2026-03-16 10:03:17,771 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer.json "HTTP/1.1 404 Not Found" 2026-03-16 10:03:17,889 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/added_tokens.json "HTTP/1.1 404 Not Found" 2026-03-16 10:03:18,006 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/special_tokens_map.json "HTTP/1.1 404 Not Found" 2026-03-16 10:03:18,123 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-16 10:03:18,242 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/chat_template.jinja "HTTP/1.1 404 Not Found" 2026-03-16 10:03:18,365 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 10:03:18,391 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-16 10:03:18,511 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-03-16 10:03:18,637 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors.index.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 10:03:18,667 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/model.safetensors.index.json "HTTP/1.1 200 OK" 2026-03-16 10:03:18,787 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/revision/main "HTTP/1.1 200 OK" 2026-03-16 10:03:19,464 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-03-16 10:03:19,581 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 10:03:19,607 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-16 10:04:43,997 INFO Loading detector 'roberta-large' … 2026-03-16 10:04:44,199 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-03-16 10:04:44,324 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-16 10:04:44,462 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-16 10:04:44,582 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-16 10:04:44,700 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-16 10:04:45,020 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-03-16 10:04:45,146 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-03-16 10:04:48,173 INFO ── Warm-start: 15 MLE steps ── 2026-03-16 10:48:51,236 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-16 10:48:51,237 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-16 10:48:51,237 INFO strategy=mixed human=10000 AI=1000/gen 2026-03-16 10:48:51,237 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-16 10:48:51,237 INFO NLTK available: True 2026-03-16 10:48:51,237 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=15 kl=0.01 2026-03-16 10:48:51,237 INFO device=cuda 2026-03-16 10:48:51,237 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-16 10:48:51,237 INFO Loading RAID dataset via raid.utils.load_data … 2026-03-16 10:48:51,237 INFO (install with: pip install raid-bench) 2026-03-16 10:48:51,237 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-03-16 10:48:57,940 INFO RAID train rows (attack='none'): 467,985 2026-03-16 10:48:57,940 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-03-16 10:48:57,940 INFO Filters → domain=None attack='none' generators=None 2026-03-16 10:49:11,119 INFO Human texts : 10000 2026-03-16 10:49:11,119 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-16 10:49:11,119 INFO chatgpt → 1000 texts 2026-03-16 10:49:11,119 INFO cohere → 1000 texts 2026-03-16 10:49:11,119 INFO cohere-chat → 1000 texts 2026-03-16 10:49:11,119 INFO gpt2 → 1000 texts 2026-03-16 10:49:11,119 INFO gpt3 → 1000 texts 2026-03-16 10:49:11,119 INFO gpt4 → 1000 texts 2026-03-16 10:49:11,119 INFO llama-chat → 1000 texts 2026-03-16 10:49:11,119 INFO mistral → 1000 texts 2026-03-16 10:49:11,119 INFO mistral-chat → 1000 texts 2026-03-16 10:49:11,119 INFO mpt → 1000 texts 2026-03-16 10:49:11,119 INFO mpt-chat → 1000 texts 2026-03-16 10:49:11,119 INFO Total AI texts : 11000 2026-03-16 10:49:11,124 INFO Train → human=9000 AI=9900 2026-03-16 10:49:11,124 INFO Val → human=1000 AI=1100 2026-03-16 10:49:11,308 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-16 10:49:11,308 INFO Loading paraphraser 'kalpeshk2011/dipper-paraphraser-xxl' … 2026-03-16 10:49:11,567 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-16 10:49:11,698 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-16 10:49:11,821 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-16 10:49:11,942 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/spiece.model "HTTP/1.1 404 Not Found" 2026-03-16 10:49:12,063 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer.json "HTTP/1.1 404 Not Found" 2026-03-16 10:49:12,203 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/added_tokens.json "HTTP/1.1 404 Not Found" 2026-03-16 10:49:12,334 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/special_tokens_map.json "HTTP/1.1 404 Not Found" 2026-03-16 10:49:12,454 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-16 10:49:12,583 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/chat_template.jinja "HTTP/1.1 404 Not Found" 2026-03-16 10:49:12,709 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 10:49:12,736 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-16 10:49:12,855 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-03-16 10:49:12,972 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors.index.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 10:49:13,004 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/model.safetensors.index.json "HTTP/1.1 200 OK" 2026-03-16 10:49:13,126 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/revision/main "HTTP/1.1 200 OK" 2026-03-16 10:49:13,851 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-03-16 10:49:13,969 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 10:49:13,997 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-16 10:50:31,312 INFO Loading detector 'roberta-large' … 2026-03-16 10:50:31,579 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-03-16 10:50:31,700 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-16 10:50:31,820 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-16 10:50:31,939 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-16 10:50:32,065 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-16 10:50:32,388 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-03-16 10:50:32,509 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-03-16 10:50:34,700 INFO ── Warm-start: 15 MLE steps ── 2026-03-16 11:06:04,947 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-16 11:06:04,947 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-16 11:06:04,947 INFO strategy=mixed human=1000 AI=100/gen 2026-03-16 11:06:04,947 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-16 11:06:04,947 INFO NLTK available: True 2026-03-16 11:06:04,947 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=15 kl=0.01 2026-03-16 11:06:04,947 INFO device=cuda 2026-03-16 11:06:04,947 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-16 11:06:04,947 INFO Loading RAID dataset via raid.utils.load_data … 2026-03-16 11:06:04,947 INFO (install with: pip install raid-bench) 2026-03-16 11:06:04,947 INFO Caps: human=1000 AI=100/gen val_ratio=0.1 2026-03-16 11:06:11,524 INFO RAID train rows (attack='none'): 467,985 2026-03-16 11:06:11,524 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-03-16 11:06:11,524 INFO Filters → domain=None attack='none' generators=None 2026-03-16 11:06:24,895 INFO Human texts : 1000 2026-03-16 11:06:24,896 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-16 11:06:24,896 INFO chatgpt → 100 texts 2026-03-16 11:06:24,896 INFO cohere → 100 texts 2026-03-16 11:06:24,896 INFO cohere-chat → 100 texts 2026-03-16 11:06:24,896 INFO gpt2 → 100 texts 2026-03-16 11:06:24,896 INFO gpt3 → 100 texts 2026-03-16 11:06:24,896 INFO gpt4 → 100 texts 2026-03-16 11:06:24,896 INFO llama-chat → 100 texts 2026-03-16 11:06:24,896 INFO mistral → 100 texts 2026-03-16 11:06:24,896 INFO mistral-chat → 100 texts 2026-03-16 11:06:24,896 INFO mpt → 100 texts 2026-03-16 11:06:24,896 INFO mpt-chat → 100 texts 2026-03-16 11:06:24,897 INFO Total AI texts : 1100 2026-03-16 11:06:24,897 INFO Train → human=900 AI=990 2026-03-16 11:06:24,897 INFO Val → human=100 AI=110 2026-03-16 11:06:25,076 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-16 11:06:25,077 INFO Loading paraphraser 'kalpeshk2011/dipper-paraphraser-xxl' … 2026-03-16 11:06:25,286 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-16 11:06:25,413 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-16 11:06:25,544 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-16 11:06:25,668 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/spiece.model "HTTP/1.1 404 Not Found" 2026-03-16 11:06:25,789 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer.json "HTTP/1.1 404 Not Found" 2026-03-16 11:06:25,912 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/added_tokens.json "HTTP/1.1 404 Not Found" 2026-03-16 11:06:26,067 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/special_tokens_map.json "HTTP/1.1 404 Not Found" 2026-03-16 11:06:26,191 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-16 11:06:26,313 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/chat_template.jinja "HTTP/1.1 404 Not Found" 2026-03-16 11:06:26,441 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:06:26,469 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-16 11:06:26,594 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-03-16 11:06:26,714 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors.index.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:06:26,750 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/model.safetensors.index.json "HTTP/1.1 200 OK" 2026-03-16 11:06:26,873 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/revision/main "HTTP/1.1 200 OK" 2026-03-16 11:06:27,270 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-03-16 11:06:27,389 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:06:27,418 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-16 11:06:48,511 INFO Loading detector 'roberta-large' … 2026-03-16 11:06:48,703 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-03-16 11:06:48,825 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:06:48,950 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-16 11:06:49,070 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:06:49,191 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-16 11:06:49,511 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-03-16 11:06:49,634 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-03-16 11:06:50,036 INFO ── Warm-start: 15 MLE steps ── 2026-03-16 11:11:17,909 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-16 11:11:17,909 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-16 11:11:17,909 INFO strategy=mixed human=10000 AI=1000/gen 2026-03-16 11:11:17,909 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-16 11:11:17,909 INFO NLTK available: True 2026-03-16 11:11:17,909 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=15 kl=0.01 2026-03-16 11:11:17,909 INFO device=cuda 2026-03-16 11:11:17,909 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-16 11:11:17,910 INFO Loading RAID dataset via raid.utils.load_data … 2026-03-16 11:11:17,910 INFO (install with: pip install raid-bench) 2026-03-16 11:11:17,910 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-03-16 11:11:24,626 INFO RAID train rows (attack='none'): 467,985 2026-03-16 11:11:24,626 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-03-16 11:11:24,626 INFO Filters → domain=None attack='none' generators=None 2026-03-16 11:11:37,968 INFO Human texts : 10000 2026-03-16 11:11:37,969 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-16 11:11:37,969 INFO chatgpt → 1000 texts 2026-03-16 11:11:37,969 INFO cohere → 1000 texts 2026-03-16 11:11:37,969 INFO cohere-chat → 1000 texts 2026-03-16 11:11:37,969 INFO gpt2 → 1000 texts 2026-03-16 11:11:37,969 INFO gpt3 → 1000 texts 2026-03-16 11:11:37,969 INFO gpt4 → 1000 texts 2026-03-16 11:11:37,969 INFO llama-chat → 1000 texts 2026-03-16 11:11:37,969 INFO mistral → 1000 texts 2026-03-16 11:11:37,969 INFO mistral-chat → 1000 texts 2026-03-16 11:11:37,969 INFO mpt → 1000 texts 2026-03-16 11:11:37,969 INFO mpt-chat → 1000 texts 2026-03-16 11:11:37,969 INFO Total AI texts : 11000 2026-03-16 11:11:37,974 INFO Train → human=9000 AI=9900 2026-03-16 11:11:37,974 INFO Val → human=1000 AI=1100 2026-03-16 11:11:38,164 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-16 11:11:38,164 INFO Loading paraphraser 'kalpeshk2011/dipper-paraphraser-xxl' … 2026-03-16 11:11:38,372 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-16 11:11:38,493 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-16 11:11:38,613 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-16 11:11:38,745 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/spiece.model "HTTP/1.1 404 Not Found" 2026-03-16 11:11:38,865 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer.json "HTTP/1.1 404 Not Found" 2026-03-16 11:11:38,984 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/added_tokens.json "HTTP/1.1 404 Not Found" 2026-03-16 11:11:39,105 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/special_tokens_map.json "HTTP/1.1 404 Not Found" 2026-03-16 11:11:39,227 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-16 11:11:39,352 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/chat_template.jinja "HTTP/1.1 404 Not Found" 2026-03-16 11:11:39,357 INFO Loading in 8-bit (bitsandbytes) … 2026-03-16 11:11:39,475 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:11:39,503 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-16 11:17:21,646 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-16 11:17:21,646 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-16 11:17:21,646 INFO strategy=mixed human=10000 AI=1000/gen 2026-03-16 11:17:21,647 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-16 11:17:21,647 INFO NLTK available: True 2026-03-16 11:17:21,647 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=15 kl=0.01 2026-03-16 11:17:21,647 INFO device=cuda 2026-03-16 11:17:21,647 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-16 11:17:21,647 INFO Loading RAID dataset via raid.utils.load_data … 2026-03-16 11:17:21,647 INFO (install with: pip install raid-bench) 2026-03-16 11:17:21,647 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-03-16 11:17:27,940 INFO RAID train rows (attack='none'): 467,985 2026-03-16 11:17:27,941 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-03-16 11:17:27,941 INFO Filters → domain=None attack='none' generators=None 2026-03-16 11:17:41,554 INFO Human texts : 10000 2026-03-16 11:17:41,554 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-16 11:17:41,554 INFO chatgpt → 1000 texts 2026-03-16 11:17:41,554 INFO cohere → 1000 texts 2026-03-16 11:17:41,554 INFO cohere-chat → 1000 texts 2026-03-16 11:17:41,554 INFO gpt2 → 1000 texts 2026-03-16 11:17:41,554 INFO gpt3 → 1000 texts 2026-03-16 11:17:41,554 INFO gpt4 → 1000 texts 2026-03-16 11:17:41,554 INFO llama-chat → 1000 texts 2026-03-16 11:17:41,554 INFO mistral → 1000 texts 2026-03-16 11:17:41,554 INFO mistral-chat → 1000 texts 2026-03-16 11:17:41,554 INFO mpt → 1000 texts 2026-03-16 11:17:41,554 INFO mpt-chat → 1000 texts 2026-03-16 11:17:41,554 INFO Total AI texts : 11000 2026-03-16 11:17:41,559 INFO Train → human=9000 AI=9900 2026-03-16 11:17:41,559 INFO Val → human=1000 AI=1100 2026-03-16 11:17:41,724 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-16 11:17:41,724 INFO Loading paraphraser 'kalpeshk2011/dipper-paraphraser-xxl' … 2026-03-16 11:17:41,930 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-16 11:17:42,051 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-16 11:17:42,175 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-16 11:17:42,295 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/spiece.model "HTTP/1.1 404 Not Found" 2026-03-16 11:17:42,415 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer.json "HTTP/1.1 404 Not Found" 2026-03-16 11:17:42,535 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/added_tokens.json "HTTP/1.1 404 Not Found" 2026-03-16 11:17:42,651 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/special_tokens_map.json "HTTP/1.1 404 Not Found" 2026-03-16 11:17:42,776 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/tokenizer_config.json "HTTP/1.1 404 Not Found" 2026-03-16 11:17:42,903 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/chat_template.jinja "HTTP/1.1 404 Not Found" 2026-03-16 11:17:42,904 INFO Loading in 8-bit (bitsandbytes) … 2026-03-16 11:17:43,028 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:17:43,053 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-16 11:17:44,510 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-03-16 11:17:44,628 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/model.safetensors.index.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:17:44,654 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/model.safetensors.index.json "HTTP/1.1 200 OK" 2026-03-16 11:17:44,787 INFO HTTP Request: GET https://huggingface.co/api/models/kalpeshk2011/dipper-paraphraser-xxl/revision/main "HTTP/1.1 200 OK" 2026-03-16 11:18:20,779 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-03-16 11:18:20,896 INFO HTTP Request: HEAD https://huggingface.co/kalpeshk2011/dipper-paraphraser-xxl/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:18:20,919 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/kalpeshk2011/dipper-paraphraser-xxl/c1fbf7a958a2aab022e9e6f81f7a3139f9e6ee3c/config.json "HTTP/1.1 200 OK" 2026-03-16 11:18:20,922 INFO Loading detector 'roberta-large' … 2026-03-16 11:18:21,036 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-03-16 11:18:21,152 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:18:21,268 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-16 11:18:21,383 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:18:21,498 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-16 11:18:21,792 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-03-16 11:18:21,923 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-03-16 11:18:22,277 WARNING peft not installed — 8-bit training may be unstable. Install with: pip install peft 2026-03-16 11:18:22,285 INFO ── Warm-start: 15 MLE steps ── 2026-03-16 11:25:25,721 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-16 11:25:25,721 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-16 11:25:25,721 INFO strategy=mixed human=10000 AI=1000/gen 2026-03-16 11:25:25,721 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-16 11:25:25,721 INFO NLTK available: True 2026-03-16 11:25:25,721 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=15 kl=0.01 2026-03-16 11:25:25,721 INFO device=cuda 2026-03-16 11:25:25,721 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-16 11:25:25,721 INFO Loading RAID dataset via raid.utils.load_data … 2026-03-16 11:25:25,721 INFO (install with: pip install raid-bench) 2026-03-16 11:25:25,721 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-03-16 11:25:32,521 INFO RAID train rows (attack='none'): 467,985 2026-03-16 11:25:32,522 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-03-16 11:25:32,522 INFO Filters → domain=None attack='none' generators=None 2026-03-16 11:25:45,747 INFO Human texts : 10000 2026-03-16 11:25:45,748 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-16 11:25:45,748 INFO chatgpt → 1000 texts 2026-03-16 11:25:45,748 INFO cohere → 1000 texts 2026-03-16 11:25:45,748 INFO cohere-chat → 1000 texts 2026-03-16 11:25:45,748 INFO gpt2 → 1000 texts 2026-03-16 11:25:45,748 INFO gpt3 → 1000 texts 2026-03-16 11:25:45,748 INFO gpt4 → 1000 texts 2026-03-16 11:25:45,748 INFO llama-chat → 1000 texts 2026-03-16 11:25:45,748 INFO mistral → 1000 texts 2026-03-16 11:25:45,748 INFO mistral-chat → 1000 texts 2026-03-16 11:25:45,748 INFO mpt → 1000 texts 2026-03-16 11:25:45,748 INFO mpt-chat → 1000 texts 2026-03-16 11:25:45,748 INFO Total AI texts : 11000 2026-03-16 11:25:45,753 INFO Train → human=9000 AI=9900 2026-03-16 11:25:45,753 INFO Val → human=1000 AI=1100 2026-03-16 11:25:45,913 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-16 11:25:45,913 INFO Loading paraphraser 'humarin/chatgpt_paraphraser_on_T5_base' … 2026-03-16 11:25:46,128 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:25:46,249 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/humarin/chatgpt_paraphraser_on_T5_base/68dabf4a6beaaf41b5f0e8ba906e352db502dab9/tokenizer_config.json "HTTP/1.1 200 OK" 2026-03-16 11:25:46,374 INFO HTTP Request: GET https://huggingface.co/api/resolve-cache/models/humarin/chatgpt_paraphraser_on_T5_base/68dabf4a6beaaf41b5f0e8ba906e352db502dab9/tokenizer_config.json "HTTP/1.1 200 OK" 2026-03-16 11:25:46,505 INFO HTTP Request: GET https://huggingface.co/api/models/humarin/chatgpt_paraphraser_on_T5_base/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-16 11:25:46,626 INFO HTTP Request: GET https://huggingface.co/api/models/humarin/chatgpt_paraphraser_on_T5_base/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-16 11:25:46,754 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/main/spiece.model "HTTP/1.1 302 Found" 2026-03-16 11:25:46,896 INFO HTTP Request: GET https://huggingface.co/api/models/humarin/chatgpt_paraphraser_on_T5_base/xet-read-token/68dabf4a6beaaf41b5f0e8ba906e352db502dab9 "HTTP/1.1 200 OK" 2026-03-16 11:25:47,825 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/main/tokenizer.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:25:47,949 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/humarin/chatgpt_paraphraser_on_T5_base/68dabf4a6beaaf41b5f0e8ba906e352db502dab9/tokenizer.json "HTTP/1.1 200 OK" 2026-03-16 11:25:48,078 INFO HTTP Request: GET https://huggingface.co/api/resolve-cache/models/humarin/chatgpt_paraphraser_on_T5_base/68dabf4a6beaaf41b5f0e8ba906e352db502dab9/tokenizer.json "HTTP/1.1 200 OK" 2026-03-16 11:25:48,297 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/main/added_tokens.json "HTTP/1.1 404 Not Found" 2026-03-16 11:25:48,416 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/main/special_tokens_map.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:25:48,540 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/humarin/chatgpt_paraphraser_on_T5_base/68dabf4a6beaaf41b5f0e8ba906e352db502dab9/special_tokens_map.json "HTTP/1.1 200 OK" 2026-03-16 11:25:48,664 INFO HTTP Request: GET https://huggingface.co/api/resolve-cache/models/humarin/chatgpt_paraphraser_on_T5_base/68dabf4a6beaaf41b5f0e8ba906e352db502dab9/special_tokens_map.json "HTTP/1.1 200 OK" 2026-03-16 11:25:48,812 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/main/chat_template.jinja "HTTP/1.1 404 Not Found" 2026-03-16 11:25:49,073 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:25:49,198 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/humarin/chatgpt_paraphraser_on_T5_base/68dabf4a6beaaf41b5f0e8ba906e352db502dab9/config.json "HTTP/1.1 200 OK" 2026-03-16 11:25:49,322 INFO HTTP Request: GET https://huggingface.co/api/resolve-cache/models/humarin/chatgpt_paraphraser_on_T5_base/68dabf4a6beaaf41b5f0e8ba906e352db502dab9/config.json "HTTP/1.1 200 OK" 2026-03-16 11:25:49,443 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-03-16 11:25:49,561 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-03-16 11:25:49,683 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found" 2026-03-16 11:26:30,282 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-03-16 11:26:30,402 INFO HTTP Request: GET https://huggingface.co/api/models/humarin/chatgpt_paraphraser_on_T5_base "HTTP/1.1 200 OK" 2026-03-16 11:26:30,552 INFO HTTP Request: GET https://huggingface.co/api/models/humarin/chatgpt_paraphraser_on_T5_base/commits/main "HTTP/1.1 200 OK" 2026-03-16 11:26:30,616 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/main/generation_config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:26:30,698 INFO HTTP Request: GET https://huggingface.co/api/models/humarin/chatgpt_paraphraser_on_T5_base/discussions?p=0 "HTTP/1.1 200 OK" 2026-03-16 11:26:30,741 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/humarin/chatgpt_paraphraser_on_T5_base/68dabf4a6beaaf41b5f0e8ba906e352db502dab9/generation_config.json "HTTP/1.1 200 OK" 2026-03-16 11:26:30,828 INFO HTTP Request: GET https://huggingface.co/api/models/humarin/chatgpt_paraphraser_on_T5_base/commits/refs%2Fpr%2F26 "HTTP/1.1 200 OK" 2026-03-16 11:26:30,860 INFO HTTP Request: GET https://huggingface.co/api/resolve-cache/models/humarin/chatgpt_paraphraser_on_T5_base/68dabf4a6beaaf41b5f0e8ba906e352db502dab9/generation_config.json "HTTP/1.1 200 OK" 2026-03-16 11:26:30,959 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/refs%2Fpr%2F26/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-03-16 11:26:31,092 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/refs%2Fpr%2F26/model.safetensors "HTTP/1.1 302 Found" 2026-03-16 11:26:31,205 INFO Loading detector 'roberta-large' … 2026-03-16 11:26:31,214 INFO HTTP Request: GET https://huggingface.co/api/models/humarin/chatgpt_paraphraser_on_T5_base/xet-read-token/d25eca8adf520938bfae46139c2ab48b2023d4dd "HTTP/1.1 200 OK" 2026-03-16 11:26:31,323 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-03-16 11:26:31,438 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:26:31,556 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-16 11:26:31,673 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:26:31,800 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-16 11:26:32,161 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-03-16 11:26:32,291 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-03-16 11:26:32,937 INFO ── Warm-start: 15 MLE steps ── 2026-03-16 11:26:33,856 INFO [WS 1/15] MLE=3.7480 2026-03-16 11:26:33,956 INFO [WS 2/15] MLE=nan 2026-03-16 11:26:34,040 INFO [WS 3/15] MLE=nan 2026-03-16 11:26:34,125 INFO [WS 4/15] MLE=nan 2026-03-16 11:26:34,211 INFO [WS 5/15] MLE=nan 2026-03-16 11:26:34,294 INFO [WS 6/15] MLE=nan 2026-03-16 11:26:34,381 INFO [WS 7/15] MLE=nan 2026-03-16 11:26:34,467 INFO [WS 8/15] MLE=nan 2026-03-16 11:26:34,554 INFO [WS 9/15] MLE=nan 2026-03-16 11:26:34,649 INFO [WS 10/15] MLE=nan 2026-03-16 11:26:34,738 INFO [WS 11/15] MLE=nan 2026-03-16 11:26:34,826 INFO [WS 12/15] MLE=nan 2026-03-16 11:26:34,910 INFO [WS 13/15] MLE=nan 2026-03-16 11:26:34,995 INFO [WS 14/15] MLE=nan 2026-03-16 11:26:35,081 INFO [WS 15/15] MLE=nan 2026-03-16 11:26:35,082 INFO ── Warm-start complete ── 2026-03-16 11:26:35,082 INFO Starting adversarial training loop … 2026-03-16 11:59:34,617 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-16 11:59:34,617 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-16 11:59:34,617 INFO strategy=mixed human=10000 AI=1000/gen 2026-03-16 11:59:34,617 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-16 11:59:34,617 INFO NLTK available: True 2026-03-16 11:59:34,617 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=15 kl=0.01 2026-03-16 11:59:34,617 INFO device=cuda 2026-03-16 11:59:34,617 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-16 11:59:34,617 INFO Loading RAID dataset via raid.utils.load_data … 2026-03-16 11:59:34,617 INFO (install with: pip install raid-bench) 2026-03-16 11:59:34,617 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-03-16 11:59:41,136 INFO RAID train rows (attack='none'): 467,985 2026-03-16 11:59:41,137 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-03-16 11:59:41,137 INFO Filters → domain=None attack='none' generators=None 2026-03-16 11:59:54,347 INFO Human texts : 10000 2026-03-16 11:59:54,348 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-16 11:59:54,348 INFO chatgpt → 1000 texts 2026-03-16 11:59:54,348 INFO cohere → 1000 texts 2026-03-16 11:59:54,348 INFO cohere-chat → 1000 texts 2026-03-16 11:59:54,348 INFO gpt2 → 1000 texts 2026-03-16 11:59:54,348 INFO gpt3 → 1000 texts 2026-03-16 11:59:54,348 INFO gpt4 → 1000 texts 2026-03-16 11:59:54,348 INFO llama-chat → 1000 texts 2026-03-16 11:59:54,348 INFO mistral → 1000 texts 2026-03-16 11:59:54,348 INFO mistral-chat → 1000 texts 2026-03-16 11:59:54,348 INFO mpt → 1000 texts 2026-03-16 11:59:54,348 INFO mpt-chat → 1000 texts 2026-03-16 11:59:54,348 INFO Total AI texts : 11000 2026-03-16 11:59:54,353 INFO Train → human=9000 AI=9900 2026-03-16 11:59:54,353 INFO Val → human=1000 AI=1100 2026-03-16 11:59:54,510 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-16 11:59:54,511 INFO Loading paraphraser 'humarin/chatgpt_paraphraser_on_T5_base' … 2026-03-16 11:59:54,906 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:59:55,009 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/humarin/chatgpt_paraphraser_on_T5_base/68dabf4a6beaaf41b5f0e8ba906e352db502dab9/tokenizer_config.json "HTTP/1.1 200 OK" 2026-03-16 11:59:55,200 INFO HTTP Request: GET https://huggingface.co/api/models/humarin/chatgpt_paraphraser_on_T5_base/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-16 11:59:55,403 INFO HTTP Request: GET https://huggingface.co/api/models/humarin/chatgpt_paraphraser_on_T5_base/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-16 11:59:55,726 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:59:55,830 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/humarin/chatgpt_paraphraser_on_T5_base/68dabf4a6beaaf41b5f0e8ba906e352db502dab9/config.json "HTTP/1.1 200 OK" 2026-03-16 11:59:56,008 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-03-16 11:59:56,287 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-03-16 11:59:56,476 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found" 2026-03-16 11:59:56,678 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-03-16 11:59:56,872 INFO HTTP Request: GET https://huggingface.co/api/models/humarin/chatgpt_paraphraser_on_T5_base "HTTP/1.1 200 OK" 2026-03-16 11:59:57,059 INFO HTTP Request: GET https://huggingface.co/api/models/humarin/chatgpt_paraphraser_on_T5_base/commits/main "HTTP/1.1 200 OK" 2026-03-16 11:59:57,228 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/main/generation_config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:59:57,249 INFO HTTP Request: GET https://huggingface.co/api/models/humarin/chatgpt_paraphraser_on_T5_base/discussions?p=0 "HTTP/1.1 200 OK" 2026-03-16 11:59:57,312 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/humarin/chatgpt_paraphraser_on_T5_base/68dabf4a6beaaf41b5f0e8ba906e352db502dab9/generation_config.json "HTTP/1.1 200 OK" 2026-03-16 11:59:57,452 INFO HTTP Request: GET https://huggingface.co/api/models/humarin/chatgpt_paraphraser_on_T5_base/commits/refs%2Fpr%2F26 "HTTP/1.1 200 OK" 2026-03-16 11:59:57,663 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/refs%2Fpr%2F26/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-03-16 11:59:57,671 INFO Loading detector 'roberta-large' … 2026-03-16 11:59:57,852 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-03-16 11:59:57,859 INFO HTTP Request: HEAD https://huggingface.co/humarin/chatgpt_paraphraser_on_T5_base/resolve/refs%2Fpr%2F26/model.safetensors "HTTP/1.1 302 Found" 2026-03-16 11:59:58,043 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:59:58,229 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-16 11:59:58,409 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-16 11:59:58,698 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-16 11:59:58,999 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-03-16 11:59:59,173 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-03-16 11:59:59,778 INFO ── Warm-start: 15 MLE steps ── 2026-03-16 12:00:00,648 INFO [WS 1/15] MLE=3.7480 2026-03-16 12:00:00,747 INFO [WS 2/15] MLE=nan 2026-03-16 12:00:00,835 INFO [WS 3/15] MLE=nan 2026-03-16 12:00:00,921 INFO [WS 4/15] MLE=nan 2026-03-16 12:00:01,011 INFO [WS 5/15] MLE=nan 2026-03-16 12:00:01,105 INFO [WS 6/15] MLE=nan 2026-03-16 12:00:01,198 INFO [WS 7/15] MLE=nan 2026-03-16 12:00:01,285 INFO [WS 8/15] MLE=nan 2026-03-16 12:00:01,373 INFO [WS 9/15] MLE=nan 2026-03-16 12:00:01,462 INFO [WS 10/15] MLE=nan 2026-03-16 12:00:01,553 INFO [WS 11/15] MLE=nan 2026-03-16 12:00:01,645 INFO [WS 12/15] MLE=nan 2026-03-16 12:00:01,733 INFO [WS 13/15] MLE=nan 2026-03-16 12:00:01,820 INFO [WS 14/15] MLE=nan 2026-03-16 12:00:01,909 INFO [WS 15/15] MLE=nan 2026-03-16 12:00:01,909 INFO ── Warm-start complete ── 2026-03-16 12:00:01,909 INFO Starting adversarial training loop … 2026-03-16 12:04:50,321 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-16 12:04:50,321 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-03-16 12:04:50,321 INFO strategy=mixed human=10000 AI=1000/gen 2026-03-16 12:04:50,321 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-03-16 12:04:50,321 INFO NLTK available: True 2026-03-16 12:04:50,321 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=0 kl=0.01 2026-03-16 12:04:50,321 INFO device=cuda 2026-03-16 12:04:50,321 INFO ════════════════════════════════════════════════════════════════════════ 2026-03-16 12:04:50,321 INFO Loading RAID dataset via raid.utils.load_data … 2026-03-16 12:04:50,321 INFO (install with: pip install raid-bench) 2026-03-16 12:04:50,321 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-03-16 12:04:56,660 INFO RAID train rows (attack='none'): 467,985 2026-03-16 12:04:56,660 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-03-16 12:04:56,660 INFO Filters → domain=None attack='none' generators=None 2026-03-16 12:05:09,842 INFO Human texts : 10000 2026-03-16 12:05:09,842 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-16 12:05:09,842 INFO chatgpt → 1000 texts 2026-03-16 12:05:09,842 INFO cohere → 1000 texts 2026-03-16 12:05:09,843 INFO cohere-chat → 1000 texts 2026-03-16 12:05:09,843 INFO gpt2 → 1000 texts 2026-03-16 12:05:09,843 INFO gpt3 → 1000 texts 2026-03-16 12:05:09,843 INFO gpt4 → 1000 texts 2026-03-16 12:05:09,843 INFO llama-chat → 1000 texts 2026-03-16 12:05:09,843 INFO mistral → 1000 texts 2026-03-16 12:05:09,843 INFO mistral-chat → 1000 texts 2026-03-16 12:05:09,843 INFO mpt → 1000 texts 2026-03-16 12:05:09,843 INFO mpt-chat → 1000 texts 2026-03-16 12:05:09,843 INFO Total AI texts : 11000 2026-03-16 12:05:09,848 INFO Train → human=9000 AI=9900 2026-03-16 12:05:09,848 INFO Val → human=1000 AI=1100 2026-03-16 12:05:09,940 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-03-16 12:05:09,940 INFO Loading paraphraser 'ramsrigouthamg/t5_paraphraser' … 2026-03-16 12:05:10,198 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 12:05:10,318 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/tokenizer_config.json "HTTP/1.1 200 OK" 2026-03-16 12:05:10,454 INFO HTTP Request: GET https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/tokenizer_config.json "HTTP/1.1 200 OK" 2026-03-16 12:05:10,581 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-16 12:05:10,705 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-16 12:05:10,827 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/spiece.model "HTTP/1.1 307 Temporary Redirect" 2026-03-16 12:05:10,945 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/spiece.model "HTTP/1.1 200 OK" 2026-03-16 12:05:11,078 INFO HTTP Request: GET https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/spiece.model "HTTP/1.1 200 OK" 2026-03-16 12:05:11,284 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/tokenizer.json "HTTP/1.1 404 Not Found" 2026-03-16 12:05:11,404 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/added_tokens.json "HTTP/1.1 404 Not Found" 2026-03-16 12:05:11,521 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/special_tokens_map.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 12:05:11,642 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/special_tokens_map.json "HTTP/1.1 200 OK" 2026-03-16 12:05:11,776 INFO HTTP Request: GET https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/special_tokens_map.json "HTTP/1.1 200 OK" 2026-03-16 12:05:11,900 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/chat_template.jinja "HTTP/1.1 404 Not Found" 2026-03-16 12:05:12,088 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 12:05:12,206 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-03-16 12:05:12,326 INFO HTTP Request: GET https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-03-16 12:05:12,448 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-03-16 12:05:12,566 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-03-16 12:05:12,697 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found" 2026-03-16 12:05:12,825 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/xet-read-token/d78f7749656e21d8b6fdf372efb5c5d1dbce577f "HTTP/1.1 200 OK" 2026-03-16 12:05:51,310 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-03-16 12:05:51,501 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser "HTTP/1.1 200 OK" 2026-03-16 12:05:51,789 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/main "HTTP/1.1 200 OK" 2026-03-16 12:05:51,924 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/discussions?p=0 "HTTP/1.1 200 OK" 2026-03-16 12:05:52,145 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-03-16 12:05:52,163 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/refs%2Fpr%2F1 "HTTP/1.1 200 OK" 2026-03-16 12:05:52,261 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-03-16 12:05:52,284 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-03-16 12:05:52,289 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-03-16 12:05:52,425 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors "HTTP/1.1 302 Found" 2026-03-16 12:05:52,546 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/xet-read-token/54186a31507a23c323f3bd91d5825a6f114d9718 "HTTP/1.1 200 OK" 2026-03-16 12:05:52,610 INFO Loading detector 'roberta-large' … 2026-03-16 12:05:52,735 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-03-16 12:05:52,849 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-16 12:05:52,967 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-03-16 12:05:53,091 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-03-16 12:05:53,209 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-03-16 12:05:53,519 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-03-16 12:05:53,640 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-03-16 12:05:54,076 INFO Starting adversarial training loop … 2026-03-16 12:06:03,894 INFO [Step 1/200] det=skip para=nan raw_rwd=0.3099±0.0314 rwd=0.3099 2026-03-16 12:06:03,894 INFO per-gen rewards: chatgpt=0.309 cohere=0.290 cohere-c=0.295 gpt2=0.309 gpt3=0.302 gpt4=0.309 llama-ch=0.302 mistral=0.325 mistral-=0.322 mpt=0.346 mpt-chat=0.299 2026-04-02 12:46:33,610 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-02 12:46:33,610 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-04-02 12:46:33,610 INFO strategy=mixed human=10000 AI=1000/gen 2026-04-02 12:46:33,610 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-04-02 12:46:33,610 INFO NLTK available: True 2026-04-02 12:46:33,610 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=0 kl=0.01 2026-04-02 12:46:33,610 INFO device=cuda 2026-04-02 12:46:33,610 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-02 12:46:33,610 INFO Loading RAID dataset via raid.utils.load_data … 2026-04-02 12:46:33,610 INFO (install with: pip install raid-bench) 2026-04-02 12:46:33,611 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-04-02 12:46:40,132 INFO RAID train rows (attack='none'): 467,985 2026-04-02 12:46:40,132 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-04-02 12:46:40,132 INFO Filters → domain=None attack='none' generators=None 2026-04-02 12:46:53,489 INFO Human texts : 10000 2026-04-02 12:46:53,490 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-02 12:46:53,490 INFO chatgpt → 1000 texts 2026-04-02 12:46:53,490 INFO cohere → 1000 texts 2026-04-02 12:46:53,490 INFO cohere-chat → 1000 texts 2026-04-02 12:46:53,490 INFO gpt2 → 1000 texts 2026-04-02 12:46:53,490 INFO gpt3 → 1000 texts 2026-04-02 12:46:53,490 INFO gpt4 → 1000 texts 2026-04-02 12:46:53,490 INFO llama-chat → 1000 texts 2026-04-02 12:46:53,490 INFO mistral → 1000 texts 2026-04-02 12:46:53,490 INFO mistral-chat → 1000 texts 2026-04-02 12:46:53,490 INFO mpt → 1000 texts 2026-04-02 12:46:53,490 INFO mpt-chat → 1000 texts 2026-04-02 12:46:53,490 INFO Total AI texts : 11000 2026-04-02 12:46:53,495 INFO Train → human=9000 AI=9900 2026-04-02 12:46:53,495 INFO Val → human=1000 AI=1100 2026-04-02 12:46:53,613 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-02 12:46:53,614 INFO Loading paraphraser 'ramsrigouthamg/t5_paraphraser' … 2026-04-02 12:46:53,819 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 12:46:53,936 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-02 12:46:54,056 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-02 12:46:54,216 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-02 12:46:54,446 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 12:46:54,568 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-02 12:46:54,788 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-02 12:46:54,906 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-02 12:46:55,026 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found" 2026-04-02 12:46:55,149 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-02 12:46:55,275 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser "HTTP/1.1 200 OK" 2026-04-02 12:46:55,668 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/main "HTTP/1.1 200 OK" 2026-04-02 12:46:55,986 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/discussions?p=0 "HTTP/1.1 200 OK" 2026-04-02 12:46:56,396 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/refs%2Fpr%2F1 "HTTP/1.1 200 OK" 2026-04-02 12:46:56,973 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-02 12:46:57,094 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-04-02 12:46:57,151 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors "HTTP/1.1 302 Found" 2026-04-02 12:46:57,216 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 12:46:57,245 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-02 12:46:57,599 INFO Loading detector 'roberta-large' … 2026-04-02 12:46:57,718 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-02 12:46:57,871 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-02 12:46:58,074 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-02 12:46:58,194 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-02 12:46:58,314 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-02 12:46:58,635 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-04-02 12:46:58,761 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-04-02 12:47:01,878 INFO Starting adversarial training loop … 2026-04-02 12:47:12,504 INFO [Step 1/200] det=skip para=nan raw_rwd=0.3099±0.0314 rwd=0.3099 2026-04-02 12:47:12,504 INFO per-gen rewards: chatgpt=0.309 cohere=0.290 cohere-c=0.295 gpt2=0.309 gpt3=0.302 gpt4=0.309 llama-ch=0.302 mistral=0.325 mistral-=0.322 mpt=0.346 mpt-chat=0.299 2026-04-02 14:06:05,174 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-02 14:06:05,174 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-04-02 14:06:05,174 INFO strategy=mixed human=10000 AI=1000/gen 2026-04-02 14:06:05,174 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-04-02 14:06:05,174 INFO NLTK available: True 2026-04-02 14:06:05,174 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=0 kl=0.01 2026-04-02 14:06:05,174 INFO device=cuda 2026-04-02 14:06:05,175 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-02 14:06:05,175 INFO Loading RAID dataset via raid.utils.load_data … 2026-04-02 14:06:05,175 INFO (install with: pip install raid-bench) 2026-04-02 14:06:05,175 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-04-02 14:06:11,416 INFO RAID train rows (attack='none'): 467,985 2026-04-02 14:06:11,416 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-04-02 14:06:11,416 INFO Filters → domain=None attack='none' generators=None 2026-04-02 14:06:24,736 INFO Human texts : 10000 2026-04-02 14:06:24,736 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-02 14:06:24,736 INFO chatgpt → 1000 texts 2026-04-02 14:06:24,736 INFO cohere → 1000 texts 2026-04-02 14:06:24,736 INFO cohere-chat → 1000 texts 2026-04-02 14:06:24,736 INFO gpt2 → 1000 texts 2026-04-02 14:06:24,736 INFO gpt3 → 1000 texts 2026-04-02 14:06:24,736 INFO gpt4 → 1000 texts 2026-04-02 14:06:24,736 INFO llama-chat → 1000 texts 2026-04-02 14:06:24,736 INFO mistral → 1000 texts 2026-04-02 14:06:24,736 INFO mistral-chat → 1000 texts 2026-04-02 14:06:24,736 INFO mpt → 1000 texts 2026-04-02 14:06:24,736 INFO mpt-chat → 1000 texts 2026-04-02 14:06:24,736 INFO Total AI texts : 11000 2026-04-02 14:06:24,742 INFO Train → human=9000 AI=9900 2026-04-02 14:06:24,742 INFO Val → human=1000 AI=1100 2026-04-02 14:06:24,847 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-02 14:06:24,847 INFO Loading paraphraser 'ramsrigouthamg/t5_paraphraser' … 2026-04-02 14:06:25,060 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:06:25,090 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-02 14:06:25,209 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-02 14:06:25,338 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-02 14:06:25,542 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:06:25,567 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-02 14:06:25,691 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-02 14:06:25,813 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-02 14:06:25,942 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found" 2026-04-02 14:06:26,064 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-02 14:06:26,196 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser "HTTP/1.1 200 OK" 2026-04-02 14:06:26,418 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/main "HTTP/1.1 200 OK" 2026-04-02 14:06:26,549 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/discussions?p=0 "HTTP/1.1 200 OK" 2026-04-02 14:06:26,666 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-04-02 14:06:26,699 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/refs%2Fpr%2F1 "HTTP/1.1 200 OK" 2026-04-02 14:06:26,788 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:06:26,820 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-02 14:06:26,821 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-02 14:06:26,952 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors "HTTP/1.1 302 Found" 2026-04-02 14:06:27,126 INFO Loading detector 'roberta-large' … 2026-04-02 14:06:27,245 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-02 14:06:27,364 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:06:27,484 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-02 14:06:27,611 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:06:27,744 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-02 14:06:28,019 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-04-02 14:06:28,143 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-04-02 14:06:28,515 INFO Starting adversarial training loop … 2026-04-02 14:06:41,827 INFO [Step 1/200] det=skip para=nan raw_rwd=0.3099±0.0314 rwd=0.3099 2026-04-02 14:06:41,827 INFO per-gen rewards: chatgpt=0.309 cohere=0.290 cohere-c=0.295 gpt2=0.309 gpt3=0.302 gpt4=0.309 llama-ch=0.302 mistral=0.325 mistral-=0.322 mpt=0.346 mpt-chat=0.299 2026-04-02 14:11:26,193 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-02 14:11:26,193 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-04-02 14:11:26,193 INFO strategy=mixed human=10000 AI=1000/gen 2026-04-02 14:11:26,193 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-04-02 14:11:26,193 INFO NLTK available: True 2026-04-02 14:11:26,193 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=0 kl=0.01 2026-04-02 14:11:26,193 INFO device=cuda 2026-04-02 14:11:26,193 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-02 14:11:26,193 INFO Loading RAID dataset via raid.utils.load_data … 2026-04-02 14:11:26,193 INFO (install with: pip install raid-bench) 2026-04-02 14:11:26,193 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-04-02 14:11:33,176 INFO RAID train rows (attack='none'): 467,985 2026-04-02 14:11:33,177 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-04-02 14:11:33,177 INFO Filters → domain=None attack='none' generators=None 2026-04-02 14:11:46,426 INFO Human texts : 10000 2026-04-02 14:11:46,426 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-02 14:11:46,426 INFO chatgpt → 1000 texts 2026-04-02 14:11:46,426 INFO cohere → 1000 texts 2026-04-02 14:11:46,426 INFO cohere-chat → 1000 texts 2026-04-02 14:11:46,426 INFO gpt2 → 1000 texts 2026-04-02 14:11:46,426 INFO gpt3 → 1000 texts 2026-04-02 14:11:46,426 INFO gpt4 → 1000 texts 2026-04-02 14:11:46,427 INFO llama-chat → 1000 texts 2026-04-02 14:11:46,427 INFO mistral → 1000 texts 2026-04-02 14:11:46,427 INFO mistral-chat → 1000 texts 2026-04-02 14:11:46,427 INFO mpt → 1000 texts 2026-04-02 14:11:46,427 INFO mpt-chat → 1000 texts 2026-04-02 14:11:46,427 INFO Total AI texts : 11000 2026-04-02 14:11:46,432 INFO Train → human=9000 AI=9900 2026-04-02 14:11:46,432 INFO Val → human=1000 AI=1100 2026-04-02 14:11:46,539 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-02 14:11:46,539 INFO Loading paraphraser 'ramsrigouthamg/t5_paraphraser' … 2026-04-02 14:11:46,750 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:11:46,776 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-02 14:11:46,895 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-02 14:11:47,022 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-02 14:11:47,230 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:11:47,255 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-02 14:11:47,376 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-02 14:11:47,496 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-02 14:11:47,618 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found" 2026-04-02 14:11:47,745 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-02 14:11:47,878 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser "HTTP/1.1 200 OK" 2026-04-02 14:11:48,104 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/main "HTTP/1.1 200 OK" 2026-04-02 14:11:48,238 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/discussions?p=0 "HTTP/1.1 200 OK" 2026-04-02 14:11:48,349 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-04-02 14:11:48,376 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/refs%2Fpr%2F1 "HTTP/1.1 200 OK" 2026-04-02 14:11:48,467 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:11:48,492 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-02 14:11:48,496 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-02 14:11:48,620 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors "HTTP/1.1 302 Found" 2026-04-02 14:11:48,784 INFO Loading detector 'roberta-large' … 2026-04-02 14:11:48,902 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-02 14:11:49,019 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:11:49,144 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-02 14:11:49,262 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:11:49,393 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-02 14:11:49,674 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-04-02 14:11:49,808 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-04-02 14:11:50,234 INFO Starting adversarial training loop … 2026-04-02 14:12:03,525 INFO [Step 1/200] det=skip para=nan raw_rwd=0.3099±0.0314 rwd=0.3099 2026-04-02 14:12:03,526 INFO per-gen rewards: chatgpt=0.309 cohere=0.290 cohere-c=0.295 gpt2=0.309 gpt3=0.302 gpt4=0.309 llama-ch=0.302 mistral=0.325 mistral-=0.322 mpt=0.346 mpt-chat=0.299 2026-04-02 14:15:22,343 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-02 14:15:22,343 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-04-02 14:15:22,343 INFO strategy=mixed human=10000 AI=1000/gen 2026-04-02 14:15:22,343 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-04-02 14:15:22,343 INFO NLTK available: True 2026-04-02 14:15:22,343 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=0 kl=0.01 2026-04-02 14:15:22,343 INFO device=cuda 2026-04-02 14:15:22,343 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-02 14:15:22,343 INFO Loading RAID dataset via raid.utils.load_data … 2026-04-02 14:15:22,343 INFO (install with: pip install raid-bench) 2026-04-02 14:15:22,343 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-04-02 14:15:28,374 INFO RAID train rows (attack='none'): 467,985 2026-04-02 14:15:28,374 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-04-02 14:15:28,374 INFO Filters → domain=None attack='none' generators=None 2026-04-02 14:15:41,694 INFO Human texts : 10000 2026-04-02 14:15:41,695 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-02 14:15:41,695 INFO chatgpt → 1000 texts 2026-04-02 14:15:41,695 INFO cohere → 1000 texts 2026-04-02 14:15:41,695 INFO cohere-chat → 1000 texts 2026-04-02 14:15:41,695 INFO gpt2 → 1000 texts 2026-04-02 14:15:41,695 INFO gpt3 → 1000 texts 2026-04-02 14:15:41,695 INFO gpt4 → 1000 texts 2026-04-02 14:15:41,695 INFO llama-chat → 1000 texts 2026-04-02 14:15:41,695 INFO mistral → 1000 texts 2026-04-02 14:15:41,695 INFO mistral-chat → 1000 texts 2026-04-02 14:15:41,695 INFO mpt → 1000 texts 2026-04-02 14:15:41,695 INFO mpt-chat → 1000 texts 2026-04-02 14:15:41,695 INFO Total AI texts : 11000 2026-04-02 14:15:41,700 INFO Train → human=9000 AI=9900 2026-04-02 14:15:41,700 INFO Val → human=1000 AI=1100 2026-04-02 14:15:41,802 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-02 14:15:41,803 INFO Loading paraphraser 'ramsrigouthamg/t5_paraphraser' … 2026-04-02 14:15:42,059 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:15:42,191 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-02 14:15:42,377 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-02 14:15:42,530 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-02 14:15:46,611 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:15:46,742 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-02 14:15:46,934 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-02 14:15:47,079 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-02 14:15:47,227 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found" 2026-04-02 14:15:47,380 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-02 14:15:47,558 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser "HTTP/1.1 200 OK" 2026-04-02 14:15:47,856 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/main "HTTP/1.1 200 OK" 2026-04-02 14:15:48,008 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/discussions?p=0 "HTTP/1.1 200 OK" 2026-04-02 14:15:48,028 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-04-02 14:15:48,164 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/refs%2Fpr%2F1 "HTTP/1.1 200 OK" 2026-04-02 14:15:48,176 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:15:48,213 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-02 14:15:48,308 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-02 14:15:48,461 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors "HTTP/1.1 302 Found" 2026-04-02 14:15:48,539 INFO Loading detector 'roberta-large' … 2026-04-02 14:15:48,684 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-02 14:15:48,828 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:15:48,975 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-02 14:15:49,116 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:15:49,264 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-02 14:15:49,578 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-04-02 14:15:49,729 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-04-02 14:15:50,146 INFO Starting adversarial training loop … 2026-04-02 14:16:03,635 INFO [Step 1/200] det=skip para=11.9210 raw_rwd=0.3099±0.0314 rwd=0.3099 2026-04-02 14:16:03,636 INFO per-gen rewards: chatgpt=0.309 cohere=0.290 cohere-c=0.295 gpt2=0.309 gpt3=0.302 gpt4=0.309 llama-ch=0.302 mistral=0.325 mistral-=0.322 mpt=0.346 mpt-chat=0.299 2026-04-02 14:27:56,827 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-02 14:27:56,827 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-04-02 14:27:56,827 INFO strategy=mixed human=10000 AI=1000/gen 2026-04-02 14:27:56,827 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-04-02 14:27:56,827 INFO NLTK available: True 2026-04-02 14:27:56,827 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=0 kl=0.01 2026-04-02 14:27:56,828 INFO device=cuda 2026-04-02 14:27:56,828 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-02 14:27:56,828 INFO Loading RAID dataset via raid.utils.load_data … 2026-04-02 14:27:56,828 INFO (install with: pip install raid-bench) 2026-04-02 14:27:56,828 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-04-02 14:28:03,524 INFO RAID train rows (attack='none'): 467,985 2026-04-02 14:28:03,525 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-04-02 14:28:03,525 INFO Filters → domain=None attack='none' generators=None 2026-04-02 14:28:16,901 INFO Human texts : 10000 2026-04-02 14:28:16,902 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-02 14:28:16,902 INFO chatgpt → 1000 texts 2026-04-02 14:28:16,902 INFO cohere → 1000 texts 2026-04-02 14:28:16,902 INFO cohere-chat → 1000 texts 2026-04-02 14:28:16,902 INFO gpt2 → 1000 texts 2026-04-02 14:28:16,902 INFO gpt3 → 1000 texts 2026-04-02 14:28:16,902 INFO gpt4 → 1000 texts 2026-04-02 14:28:16,902 INFO llama-chat → 1000 texts 2026-04-02 14:28:16,902 INFO mistral → 1000 texts 2026-04-02 14:28:16,902 INFO mistral-chat → 1000 texts 2026-04-02 14:28:16,902 INFO mpt → 1000 texts 2026-04-02 14:28:16,902 INFO mpt-chat → 1000 texts 2026-04-02 14:28:16,902 INFO Total AI texts : 11000 2026-04-02 14:28:16,907 INFO Train → human=9000 AI=9900 2026-04-02 14:28:16,907 INFO Val → human=1000 AI=1100 2026-04-02 14:28:17,052 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-02 14:28:17,053 INFO Loading paraphraser 'ramsrigouthamg/t5_paraphraser' … 2026-04-02 14:28:17,264 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:28:17,289 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-02 14:28:17,411 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-02 14:28:17,536 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-02 14:28:17,749 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:28:17,774 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-02 14:28:17,902 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-02 14:28:18,022 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-02 14:28:18,148 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found" 2026-04-02 14:28:18,272 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-02 14:28:18,411 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser "HTTP/1.1 200 OK" 2026-04-02 14:28:18,637 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/main "HTTP/1.1 200 OK" 2026-04-02 14:28:18,798 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/discussions?p=0 "HTTP/1.1 200 OK" 2026-04-02 14:28:18,943 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-04-02 14:28:18,976 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/refs%2Fpr%2F1 "HTTP/1.1 200 OK" 2026-04-02 14:28:19,062 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:28:19,088 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-02 14:28:19,096 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-02 14:28:19,219 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors "HTTP/1.1 302 Found" 2026-04-02 14:28:19,406 INFO Loading detector 'roberta-large' … 2026-04-02 14:28:19,536 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-02 14:28:19,654 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:28:19,773 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-02 14:28:19,894 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:28:20,019 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-02 14:28:20,316 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-04-02 14:28:20,455 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-04-02 14:28:20,955 INFO Starting adversarial training loop … 2026-04-02 14:28:34,612 INFO [Step 1/200] det=skip para=11.9210 raw_rwd=0.3099±0.0314 rwd=0.3099 2026-04-02 14:28:34,613 INFO per-gen rewards: chatgpt=0.309 cohere=0.290 cohere-c=0.295 gpt2=0.309 gpt3=0.302 gpt4=0.309 llama-ch=0.302 mistral=0.325 mistral-=0.322 mpt=0.346 mpt-chat=0.299 2026-04-02 14:29:59,017 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 14:29:59,017 INFO │ MACRO_AVG 0.5741 ◄ 2026-04-02 14:29:59,017 INFO │ chatgpt 0.6293 2026-04-02 14:29:59,018 INFO │ cohere 0.7052 2026-04-02 14:29:59,018 INFO │ cohere-chat 0.6432 2026-04-02 14:29:59,018 INFO │ gpt2 0.4768 2026-04-02 14:29:59,018 INFO │ gpt3 0.5743 2026-04-02 14:29:59,018 INFO │ gpt4 0.6546 2026-04-02 14:29:59,018 INFO │ llama-chat 0.4796 2026-04-02 14:29:59,018 INFO │ mistral 0.6240 2026-04-02 14:29:59,018 INFO │ mistral-chat 0.6163 2026-04-02 14:29:59,018 INFO │ mpt 0.3516 2026-04-02 14:29:59,018 INFO │ mpt-chat 0.5606 2026-04-02 14:29:59,018 INFO │ (prev best) 0.0000 2026-04-02 14:29:59,018 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 14:29:59,018 INFO │ article_deletion 0.6071 ▲ 2026-04-02 14:29:59,018 INFO │ homoglyphs 0.1628 ▼ 2026-04-02 14:29:59,018 INFO │ misspelling 0.5339 ~ 2026-04-02 14:29:59,018 INFO │ no_attack 0.5488 ~ 2026-04-02 14:29:59,018 INFO │ synonym_replacement 0.1617 ▼ 2026-04-02 14:29:59,018 INFO │ t5_paraphrase 0.0000 ▼ 2026-04-02 14:29:59,018 INFO └─────────────────────────────────────────────┘ 2026-04-02 14:30:03,830 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-02 14:30:06,138 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-02 14:30:06,138 INFO ✓ New best macro AUROC = 0.5741 — saved. 2026-04-02 14:30:06,138 WARNING HF_TOKEN not set — skipping push to hub. 2026-04-02 14:33:13,326 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-02 14:33:13,326 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-04-02 14:33:13,326 INFO strategy=mixed human=10000 AI=1000/gen 2026-04-02 14:33:13,326 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-04-02 14:33:13,326 INFO NLTK available: True 2026-04-02 14:33:13,326 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=0 kl=0.01 2026-04-02 14:33:13,326 INFO device=cuda 2026-04-02 14:33:13,326 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-02 14:33:13,326 INFO Loading RAID dataset via raid.utils.load_data … 2026-04-02 14:33:13,326 INFO (install with: pip install raid-bench) 2026-04-02 14:33:13,326 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-04-02 14:33:20,096 INFO RAID train rows (attack='none'): 467,985 2026-04-02 14:33:20,097 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-04-02 14:33:20,097 INFO Filters → domain=None attack='none' generators=None 2026-04-02 14:33:33,414 INFO Human texts : 10000 2026-04-02 14:33:33,415 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-02 14:33:33,415 INFO chatgpt → 1000 texts 2026-04-02 14:33:33,415 INFO cohere → 1000 texts 2026-04-02 14:33:33,415 INFO cohere-chat → 1000 texts 2026-04-02 14:33:33,415 INFO gpt2 → 1000 texts 2026-04-02 14:33:33,415 INFO gpt3 → 1000 texts 2026-04-02 14:33:33,415 INFO gpt4 → 1000 texts 2026-04-02 14:33:33,415 INFO llama-chat → 1000 texts 2026-04-02 14:33:33,415 INFO mistral → 1000 texts 2026-04-02 14:33:33,415 INFO mistral-chat → 1000 texts 2026-04-02 14:33:33,415 INFO mpt → 1000 texts 2026-04-02 14:33:33,415 INFO mpt-chat → 1000 texts 2026-04-02 14:33:33,415 INFO Total AI texts : 11000 2026-04-02 14:33:33,420 INFO Train → human=9000 AI=9900 2026-04-02 14:33:33,420 INFO Val → human=1000 AI=1100 2026-04-02 14:33:33,582 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-02 14:33:33,582 INFO Loading paraphraser 'ramsrigouthamg/t5_paraphraser' … 2026-04-02 14:33:33,841 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:33:33,878 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-02 14:33:34,029 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-02 14:33:34,182 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-02 14:33:34,424 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:33:34,459 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-02 14:33:34,611 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-02 14:33:34,753 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-02 14:33:34,899 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found" 2026-04-02 14:33:35,044 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-02 14:33:35,226 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser "HTTP/1.1 200 OK" 2026-04-02 14:33:35,545 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/main "HTTP/1.1 200 OK" 2026-04-02 14:33:35,683 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-04-02 14:33:35,702 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/discussions?p=0 "HTTP/1.1 200 OK" 2026-04-02 14:33:35,833 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:33:35,869 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-02 14:33:35,874 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/refs%2Fpr%2F1 "HTTP/1.1 200 OK" 2026-04-02 14:33:36,018 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-02 14:33:36,166 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors "HTTP/1.1 302 Found" 2026-04-02 14:33:36,171 INFO Loading detector 'roberta-large' … 2026-04-02 14:33:36,329 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-02 14:33:36,476 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:33:36,617 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-02 14:33:36,760 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-02 14:33:36,904 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-02 14:33:37,230 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-04-02 14:33:37,384 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-04-02 14:33:37,787 INFO Starting adversarial training loop … 2026-04-02 14:33:51,374 INFO [Step 1/200] det=skip para=11.9210 raw_rwd=0.3099±0.0314 rwd=0.3099 2026-04-02 14:33:51,374 INFO per-gen rewards: chatgpt=0.309 cohere=0.290 cohere-c=0.295 gpt2=0.309 gpt3=0.302 gpt4=0.309 llama-ch=0.302 mistral=0.325 mistral-=0.322 mpt=0.346 mpt-chat=0.299 2026-04-02 14:35:16,692 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 14:35:16,693 INFO │ MACRO_AVG 0.5741 ◄ 2026-04-02 14:35:16,693 INFO │ chatgpt 0.6293 2026-04-02 14:35:16,693 INFO │ cohere 0.7052 2026-04-02 14:35:16,693 INFO │ cohere-chat 0.6432 2026-04-02 14:35:16,693 INFO │ gpt2 0.4768 2026-04-02 14:35:16,693 INFO │ gpt3 0.5743 2026-04-02 14:35:16,693 INFO │ gpt4 0.6546 2026-04-02 14:35:16,693 INFO │ llama-chat 0.4796 2026-04-02 14:35:16,693 INFO │ mistral 0.6240 2026-04-02 14:35:16,693 INFO │ mistral-chat 0.6163 2026-04-02 14:35:16,693 INFO │ mpt 0.3516 2026-04-02 14:35:16,693 INFO │ mpt-chat 0.5606 2026-04-02 14:35:16,693 INFO │ (prev best) 0.0000 2026-04-02 14:35:16,693 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 14:35:16,693 INFO │ article_deletion 0.6071 ▲ 2026-04-02 14:35:16,693 INFO │ homoglyphs 0.1628 ▼ 2026-04-02 14:35:16,693 INFO │ misspelling 0.5339 ~ 2026-04-02 14:35:16,693 INFO │ no_attack 0.5488 ~ 2026-04-02 14:35:16,693 INFO │ synonym_replacement 0.1617 ▼ 2026-04-02 14:35:16,693 INFO │ t5_paraphrase 0.0000 ▼ 2026-04-02 14:35:16,693 INFO └─────────────────────────────────────────────┘ 2026-04-02 14:35:21,649 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-02 14:35:24,021 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-02 14:35:24,021 INFO ✓ New best macro AUROC = 0.5741 — saved. 2026-04-02 14:35:24,021 WARNING HF_TOKEN not set — skipping push to hub. 2026-04-02 14:35:24,138 WARNING paraphrase_batch: sampling crashed — falling back to beam search 2026-04-02 15:09:42,793 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-02 15:09:42,794 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-04-02 15:09:42,794 INFO strategy=mixed human=10000 AI=1000/gen 2026-04-02 15:09:42,794 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-04-02 15:09:42,794 INFO NLTK available: True 2026-04-02 15:09:42,794 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=0 kl=0.01 2026-04-02 15:09:42,794 INFO device=cuda 2026-04-02 15:09:42,794 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-02 15:09:42,794 INFO Loading RAID dataset via raid.utils.load_data … 2026-04-02 15:09:42,794 INFO (install with: pip install raid-bench) 2026-04-02 15:09:42,794 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-04-02 15:09:49,550 INFO RAID train rows (attack='none'): 467,985 2026-04-02 15:09:49,550 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-04-02 15:09:49,550 INFO Filters → domain=None attack='none' generators=None 2026-04-02 15:10:02,872 INFO Human texts : 10000 2026-04-02 15:10:02,872 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-02 15:10:02,873 INFO chatgpt → 1000 texts 2026-04-02 15:10:02,873 INFO cohere → 1000 texts 2026-04-02 15:10:02,873 INFO cohere-chat → 1000 texts 2026-04-02 15:10:02,873 INFO gpt2 → 1000 texts 2026-04-02 15:10:02,873 INFO gpt3 → 1000 texts 2026-04-02 15:10:02,873 INFO gpt4 → 1000 texts 2026-04-02 15:10:02,873 INFO llama-chat → 1000 texts 2026-04-02 15:10:02,873 INFO mistral → 1000 texts 2026-04-02 15:10:02,873 INFO mistral-chat → 1000 texts 2026-04-02 15:10:02,873 INFO mpt → 1000 texts 2026-04-02 15:10:02,873 INFO mpt-chat → 1000 texts 2026-04-02 15:10:02,873 INFO Total AI texts : 11000 2026-04-02 15:10:02,878 INFO Train → human=9000 AI=9900 2026-04-02 15:10:02,878 INFO Val → human=1000 AI=1100 2026-04-02 15:10:03,431 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-02 15:10:03,431 INFO Loading paraphraser 'ramsrigouthamg/t5_paraphraser' … 2026-04-02 15:10:03,737 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 15:10:03,776 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-02 15:10:03,929 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-02 15:10:04,084 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-02 15:10:04,326 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 15:10:04,362 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-02 15:10:04,512 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-02 15:10:04,658 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-02 15:10:04,813 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found" 2026-04-02 15:10:04,960 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-02 15:10:05,115 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser "HTTP/1.1 200 OK" 2026-04-02 15:10:05,499 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/main "HTTP/1.1 200 OK" 2026-04-02 15:10:05,654 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/discussions?p=0 "HTTP/1.1 200 OK" 2026-04-02 15:10:05,664 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-04-02 15:10:05,809 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 15:10:05,812 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/refs%2Fpr%2F1 "HTTP/1.1 200 OK" 2026-04-02 15:10:05,845 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-02 15:10:05,958 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-02 15:10:06,111 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors "HTTP/1.1 302 Found" 2026-04-02 15:10:06,162 INFO Loading detector 'roberta-large' … 2026-04-02 15:10:06,306 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-02 15:10:06,452 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-02 15:10:06,599 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-02 15:10:06,747 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-02 15:10:06,897 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-02 15:10:07,208 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-04-02 15:10:07,370 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-04-02 15:10:07,767 INFO Starting adversarial training loop … 2026-04-02 15:12:41,278 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-02 15:12:41,278 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-04-02 15:12:41,278 INFO strategy=mixed human=10000 AI=1000/gen 2026-04-02 15:12:41,278 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-04-02 15:12:41,278 INFO NLTK available: True 2026-04-02 15:12:41,278 INFO Fixes: ls=0.1 det_every=3 clip=[0.05,0.95] warmstart=0 kl=0.01 2026-04-02 15:12:41,278 INFO device=cuda 2026-04-02 15:12:41,278 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-02 15:12:41,278 INFO Loading RAID dataset via raid.utils.load_data … 2026-04-02 15:12:41,278 INFO (install with: pip install raid-bench) 2026-04-02 15:12:41,278 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-04-02 15:12:47,921 INFO RAID train rows (attack='none'): 467,985 2026-04-02 15:12:47,921 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-04-02 15:12:47,921 INFO Filters → domain=None attack='none' generators=None 2026-04-02 15:13:01,520 INFO Human texts : 10000 2026-04-02 15:13:01,521 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-02 15:13:01,521 INFO chatgpt → 1000 texts 2026-04-02 15:13:01,521 INFO cohere → 1000 texts 2026-04-02 15:13:01,521 INFO cohere-chat → 1000 texts 2026-04-02 15:13:01,521 INFO gpt2 → 1000 texts 2026-04-02 15:13:01,521 INFO gpt3 → 1000 texts 2026-04-02 15:13:01,521 INFO gpt4 → 1000 texts 2026-04-02 15:13:01,521 INFO llama-chat → 1000 texts 2026-04-02 15:13:01,521 INFO mistral → 1000 texts 2026-04-02 15:13:01,521 INFO mistral-chat → 1000 texts 2026-04-02 15:13:01,521 INFO mpt → 1000 texts 2026-04-02 15:13:01,521 INFO mpt-chat → 1000 texts 2026-04-02 15:13:01,521 INFO Total AI texts : 11000 2026-04-02 15:13:01,526 INFO Train → human=9000 AI=9900 2026-04-02 15:13:01,526 INFO Val → human=1000 AI=1100 2026-04-02 15:13:01,846 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-02 15:13:01,846 INFO Loading paraphraser 'ramsrigouthamg/t5_paraphraser' … 2026-04-02 15:13:02,136 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 15:13:02,173 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-02 15:13:02,331 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-02 15:13:02,478 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-02 15:13:02,718 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 15:13:02,753 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-02 15:13:02,900 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-02 15:13:03,042 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-02 15:13:03,201 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found" 2026-04-02 15:13:03,350 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-02 15:13:03,507 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser "HTTP/1.1 200 OK" 2026-04-02 15:13:03,755 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/main "HTTP/1.1 200 OK" 2026-04-02 15:13:03,911 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/discussions?p=0 "HTTP/1.1 200 OK" 2026-04-02 15:13:04,075 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/refs%2Fpr%2F1 "HTTP/1.1 200 OK" 2026-04-02 15:13:04,083 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-04-02 15:13:04,224 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-02 15:13:04,225 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-02 15:13:04,263 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-02 15:13:04,390 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors "HTTP/1.1 302 Found" 2026-04-02 15:13:04,802 INFO Loading detector 'roberta-large' … 2026-04-02 15:13:04,944 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-02 15:13:05,090 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-02 15:13:05,247 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-02 15:13:05,392 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-02 15:13:05,538 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-02 15:13:05,851 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-04-02 15:13:06,003 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-04-02 15:13:06,908 INFO Starting adversarial training loop … 2026-04-02 15:24:38,570 INFO [Step 1/200] det=skip para=0.0381 raw_rwd=0.2994±0.0222 rwd=0.2994 2026-04-02 15:24:38,570 INFO per-gen rewards: chatgpt=0.293 cohere=0.294 cohere-c=0.297 gpt2=0.302 gpt3=0.294 gpt4=0.292 llama-ch=0.285 mistral=0.320 mistral-=0.297 mpt=0.320 mpt-chat=0.298 2026-04-02 15:26:02,941 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 15:26:02,941 INFO │ MACRO_AVG 0.5741 ◄ 2026-04-02 15:26:02,941 INFO │ chatgpt 0.6293 2026-04-02 15:26:02,941 INFO │ cohere 0.7052 2026-04-02 15:26:02,941 INFO │ cohere-chat 0.6432 2026-04-02 15:26:02,941 INFO │ gpt2 0.4768 2026-04-02 15:26:02,941 INFO │ gpt3 0.5743 2026-04-02 15:26:02,941 INFO │ gpt4 0.6546 2026-04-02 15:26:02,941 INFO │ llama-chat 0.4796 2026-04-02 15:26:02,941 INFO │ mistral 0.6240 2026-04-02 15:26:02,941 INFO │ mistral-chat 0.6163 2026-04-02 15:26:02,941 INFO │ mpt 0.3516 2026-04-02 15:26:02,941 INFO │ mpt-chat 0.5606 2026-04-02 15:26:02,941 INFO │ (prev best) 0.0000 2026-04-02 15:26:02,941 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 15:26:02,941 INFO │ article_deletion 0.6071 ▲ 2026-04-02 15:26:02,941 INFO │ homoglyphs 0.1628 ▼ 2026-04-02 15:26:02,941 INFO │ misspelling 0.5339 ~ 2026-04-02 15:26:02,941 INFO │ no_attack 0.5488 ~ 2026-04-02 15:26:02,941 INFO │ synonym_replacement 0.1617 ▼ 2026-04-02 15:26:02,941 INFO │ t5_paraphrase 0.0000 ▼ 2026-04-02 15:26:02,941 INFO └─────────────────────────────────────────────┘ 2026-04-02 15:26:07,982 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-02 15:26:10,356 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-02 15:26:10,356 INFO ✓ New best macro AUROC = 0.5741 — saved. 2026-04-02 15:26:10,356 WARNING HF_TOKEN not set — skipping push to hub. 2026-04-02 15:26:17,942 INFO [Step 2/200] det=skip para=-0.7444 raw_rwd=0.3731±0.0000 rwd=0.3731 2026-04-02 15:26:17,942 INFO per-gen rewards: chatgpt=0.373 cohere=0.373 cohere-c=0.373 gpt2=0.373 gpt3=0.373 gpt4=0.373 llama-ch=0.373 mistral=0.373 mistral-=0.373 mpt=0.373 mpt-chat=0.373 2026-04-02 15:26:43,597 INFO [Step 3/200] det=3.9352 para=-0.7444 raw_rwd=0.3731±0.0000 rwd=0.3731 2026-04-02 15:26:43,597 INFO loss components: L_human=1.012 L_xm_original=0.478 L_t5_para=0.540 L_synonym_replacement=0.510 L_homoglyphs=0.517 L_article_deletion=0.497 L_misspelling=0.540 total=4.095 2026-04-02 15:26:43,598 INFO per-gen rewards: chatgpt=0.373 cohere=0.373 cohere-c=0.373 gpt2=0.373 gpt3=0.373 gpt4=0.373 llama-ch=0.373 mistral=0.373 mistral-=0.373 mpt=0.373 mpt-chat=0.373 2026-04-02 15:26:50,701 INFO [Step 4/200] det=skip para=0.0000 raw_rwd=0.3732±0.0000 rwd=0.3732 2026-04-02 15:26:50,701 INFO per-gen rewards: chatgpt=0.373 cohere=0.373 cohere-c=0.373 gpt2=0.373 gpt3=0.373 gpt4=0.373 llama-ch=0.373 mistral=0.373 mistral-=0.373 mpt=0.373 mpt-chat=0.373 2026-04-02 15:26:57,847 INFO [Step 5/200] det=skip para=0.0000 raw_rwd=0.3732±0.0000 rwd=0.3732 2026-04-02 15:26:57,847 INFO per-gen rewards: chatgpt=0.373 cohere=0.373 cohere-c=0.373 gpt2=0.373 gpt3=0.373 gpt4=0.373 llama-ch=0.373 mistral=0.373 mistral-=0.373 mpt=0.373 mpt-chat=0.373 2026-04-02 15:28:21,952 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 15:28:21,953 INFO │ MACRO_AVG 0.7580 ◄ 2026-04-02 15:28:21,953 INFO │ chatgpt 0.7789 2026-04-02 15:28:21,953 INFO │ cohere 0.8157 2026-04-02 15:28:21,953 INFO │ cohere-chat 0.7820 2026-04-02 15:28:21,953 INFO │ gpt2 0.7453 2026-04-02 15:28:21,953 INFO │ gpt3 0.7620 2026-04-02 15:28:21,953 INFO │ gpt4 0.7915 2026-04-02 15:28:21,953 INFO │ llama-chat 0.7093 2026-04-02 15:28:21,953 INFO │ mistral 0.7914 2026-04-02 15:28:21,953 INFO │ mistral-chat 0.7875 2026-04-02 15:28:21,953 INFO │ mpt 0.6273 2026-04-02 15:28:21,953 INFO │ mpt-chat 0.7476 2026-04-02 15:28:21,953 INFO │ (prev best) 0.5741 2026-04-02 15:28:21,953 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 15:28:21,953 INFO │ article_deletion 0.7621 ~ 2026-04-02 15:28:21,953 INFO │ homoglyphs 0.5947 ▼ 2026-04-02 15:28:21,953 INFO │ misspelling 0.7828 ~ 2026-04-02 15:28:21,953 INFO │ no_attack 0.7452 ~ 2026-04-02 15:28:21,953 INFO │ synonym_replacement 0.5265 ▼ 2026-04-02 15:28:21,953 INFO │ t5_paraphrase 0.1200 ▼ 2026-04-02 15:28:21,953 INFO └─────────────────────────────────────────────┘ 2026-04-02 15:28:26,564 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-02 15:28:28,660 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-02 15:28:28,661 INFO ✓ New best macro AUROC = 0.7580 — saved. 2026-04-02 15:28:28,661 WARNING HF_TOKEN not set — skipping push to hub. 2026-04-02 15:28:54,544 INFO [Step 6/200] det=4.0219 para=0.0000 raw_rwd=0.3732±0.0000 rwd=0.3732 2026-04-02 15:28:54,545 INFO loss components: L_human=0.832 L_xm_original=0.643 L_t5_para=0.528 L_synonym_replacement=0.512 L_homoglyphs=0.565 L_article_deletion=0.640 L_misspelling=0.552 total=4.273 2026-04-02 15:28:54,545 INFO per-gen rewards: chatgpt=0.373 cohere=0.373 cohere-c=0.373 gpt2=0.373 gpt3=0.373 gpt4=0.373 llama-ch=0.373 mistral=0.373 mistral-=0.373 mpt=0.373 mpt-chat=0.373 2026-04-02 15:29:01,612 INFO [Step 7/200] det=skip para=0.7444 raw_rwd=0.3550±0.0000 rwd=0.3550 2026-04-02 15:29:01,613 INFO per-gen rewards: chatgpt=0.355 cohere=0.355 cohere-c=0.355 gpt2=0.355 gpt3=0.355 gpt4=0.355 llama-ch=0.355 mistral=0.355 mistral-=0.355 mpt=0.355 mpt-chat=0.355 2026-04-02 15:29:08,889 INFO [Step 8/200] det=skip para=0.7444 raw_rwd=0.3550±0.0000 rwd=0.3550 2026-04-02 15:29:08,889 INFO per-gen rewards: chatgpt=0.355 cohere=0.355 cohere-c=0.355 gpt2=0.355 gpt3=0.355 gpt4=0.355 llama-ch=0.355 mistral=0.355 mistral-=0.355 mpt=0.355 mpt-chat=0.355 2026-04-02 15:29:34,164 INFO [Step 9/200] det=3.7036 para=0.7444 raw_rwd=0.3550±0.0000 rwd=0.3550 2026-04-02 15:29:34,164 INFO loss components: L_human=0.719 L_xm_original=0.449 L_t5_para=0.485 L_synonym_replacement=0.448 L_homoglyphs=0.432 L_article_deletion=0.448 L_misspelling=0.426 total=3.407 2026-04-02 15:29:34,164 INFO per-gen rewards: chatgpt=0.355 cohere=0.355 cohere-c=0.355 gpt2=0.355 gpt3=0.355 gpt4=0.355 llama-ch=0.355 mistral=0.355 mistral-=0.355 mpt=0.355 mpt-chat=0.355 2026-04-02 15:29:41,406 INFO [Step 10/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:29:41,406 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:31:05,791 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 15:31:05,791 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 15:31:05,791 INFO │ chatgpt 0.8659 2026-04-02 15:31:05,791 INFO │ cohere 0.8662 2026-04-02 15:31:05,791 INFO │ cohere-chat 0.8608 2026-04-02 15:31:05,791 INFO │ gpt2 0.8642 2026-04-02 15:31:05,791 INFO │ gpt3 0.8658 2026-04-02 15:31:05,791 INFO │ gpt4 0.8695 2026-04-02 15:31:05,791 INFO │ llama-chat 0.8780 2026-04-02 15:31:05,791 INFO │ mistral 0.8596 2026-04-02 15:31:05,791 INFO │ mistral-chat 0.8714 2026-04-02 15:31:05,791 INFO │ mpt 0.8564 2026-04-02 15:31:05,791 INFO │ mpt-chat 0.8721 2026-04-02 15:31:05,791 INFO │ (prev best) 0.7580 2026-04-02 15:31:05,791 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 15:31:05,791 INFO │ article_deletion 0.8750 ~ 2026-04-02 15:31:05,791 INFO │ homoglyphs 0.9108 ~ 2026-04-02 15:31:05,791 INFO │ misspelling 0.8910 ~ 2026-04-02 15:31:05,791 INFO │ no_attack 0.8805 ~ 2026-04-02 15:31:05,791 INFO │ synonym_replacement 0.8846 ~ 2026-04-02 15:31:05,791 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 15:31:05,791 INFO └─────────────────────────────────────────────┘ 2026-04-02 15:31:10,348 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-02 15:31:12,439 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-02 15:31:12,439 INFO ✓ New best macro AUROC = 0.8664 — saved. 2026-04-02 15:31:12,439 WARNING HF_TOKEN not set — skipping push to hub. 2026-04-02 15:31:19,663 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 15:31:19,663 INFO [Step 11/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:31:19,663 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:31:26,776 INFO [Step 12/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:31:26,776 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:31:34,417 INFO [Step 13/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:31:34,417 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:31:41,803 INFO [Step 14/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:31:41,803 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:31:48,990 INFO [Step 15/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:31:48,990 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:33:13,134 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 15:33:13,134 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 15:33:13,134 INFO │ chatgpt 0.8659 2026-04-02 15:33:13,134 INFO │ cohere 0.8662 2026-04-02 15:33:13,134 INFO │ cohere-chat 0.8608 2026-04-02 15:33:13,134 INFO │ gpt2 0.8642 2026-04-02 15:33:13,134 INFO │ gpt3 0.8658 2026-04-02 15:33:13,134 INFO │ gpt4 0.8695 2026-04-02 15:33:13,135 INFO │ llama-chat 0.8780 2026-04-02 15:33:13,135 INFO │ mistral 0.8596 2026-04-02 15:33:13,135 INFO │ mistral-chat 0.8714 2026-04-02 15:33:13,135 INFO │ mpt 0.8564 2026-04-02 15:33:13,135 INFO │ mpt-chat 0.8721 2026-04-02 15:33:13,135 INFO │ (prev best) 0.8664 2026-04-02 15:33:13,135 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 15:33:13,135 INFO │ article_deletion 0.8752 ~ 2026-04-02 15:33:13,135 INFO │ homoglyphs 0.9097 ~ 2026-04-02 15:33:13,135 INFO │ misspelling 0.8923 ~ 2026-04-02 15:33:13,135 INFO │ no_attack 0.8805 ~ 2026-04-02 15:33:13,135 INFO │ synonym_replacement 0.8837 ~ 2026-04-02 15:33:13,135 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 15:33:13,135 INFO └─────────────────────────────────────────────┘ 2026-04-02 15:33:13,135 INFO No improvement (1/25) best=0.8664 2026-04-02 15:33:20,592 INFO [Step 16/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:33:20,592 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:33:27,869 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 15:33:27,870 INFO [Step 17/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:33:27,870 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:33:35,206 INFO [Step 18/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:33:35,206 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:33:42,748 INFO [Step 19/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:33:42,748 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:33:50,375 INFO [Step 20/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:33:50,376 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:35:17,379 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 15:35:17,379 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 15:35:17,379 INFO │ chatgpt 0.8659 2026-04-02 15:35:17,379 INFO │ cohere 0.8662 2026-04-02 15:35:17,379 INFO │ cohere-chat 0.8608 2026-04-02 15:35:17,379 INFO │ gpt2 0.8642 2026-04-02 15:35:17,379 INFO │ gpt3 0.8658 2026-04-02 15:35:17,379 INFO │ gpt4 0.8695 2026-04-02 15:35:17,379 INFO │ llama-chat 0.8780 2026-04-02 15:35:17,379 INFO │ mistral 0.8596 2026-04-02 15:35:17,379 INFO │ mistral-chat 0.8714 2026-04-02 15:35:17,380 INFO │ mpt 0.8564 2026-04-02 15:35:17,380 INFO │ mpt-chat 0.8721 2026-04-02 15:35:17,380 INFO │ (prev best) 0.8664 2026-04-02 15:35:17,380 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 15:35:17,380 INFO │ article_deletion 0.8754 ~ 2026-04-02 15:35:17,380 INFO │ homoglyphs 0.9094 ~ 2026-04-02 15:35:17,380 INFO │ misspelling 0.8909 ~ 2026-04-02 15:35:17,380 INFO │ no_attack 0.8805 ~ 2026-04-02 15:35:17,380 INFO │ synonym_replacement 0.8833 ~ 2026-04-02 15:35:17,380 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 15:35:17,380 INFO └─────────────────────────────────────────────┘ 2026-04-02 15:35:17,380 INFO No improvement (2/25) best=0.8664 2026-04-02 15:35:26,077 INFO [Step 21/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:35:26,077 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:35:34,848 INFO [Step 22/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:35:34,849 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:35:43,482 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 15:35:43,482 INFO [Step 23/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:35:43,482 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:35:50,696 INFO [Step 24/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:35:50,696 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:35:57,905 INFO [Step 25/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:35:57,905 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:48:48,732 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 15:48:48,732 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 15:48:48,732 INFO │ chatgpt 0.8659 2026-04-02 15:48:48,732 INFO │ cohere 0.8662 2026-04-02 15:48:48,732 INFO │ cohere-chat 0.8608 2026-04-02 15:48:48,732 INFO │ gpt2 0.8642 2026-04-02 15:48:48,732 INFO │ gpt3 0.8658 2026-04-02 15:48:48,732 INFO │ gpt4 0.8695 2026-04-02 15:48:48,732 INFO │ llama-chat 0.8780 2026-04-02 15:48:48,732 INFO │ mistral 0.8596 2026-04-02 15:48:48,732 INFO │ mistral-chat 0.8714 2026-04-02 15:48:48,732 INFO │ mpt 0.8564 2026-04-02 15:48:48,732 INFO │ mpt-chat 0.8721 2026-04-02 15:48:48,732 INFO │ (prev best) 0.8664 2026-04-02 15:48:48,732 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 15:48:48,732 INFO │ article_deletion 0.8753 ~ 2026-04-02 15:48:48,732 INFO │ homoglyphs 0.9102 ~ 2026-04-02 15:48:48,732 INFO │ misspelling 0.8908 ~ 2026-04-02 15:48:48,732 INFO │ no_attack 0.8805 ~ 2026-04-02 15:48:48,732 INFO │ synonym_replacement 0.8847 ~ 2026-04-02 15:48:48,732 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 15:48:48,732 INFO └─────────────────────────────────────────────┘ 2026-04-02 15:48:48,733 INFO No improvement (3/25) best=0.8664 2026-04-02 15:48:56,176 INFO [Step 26/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:48:56,176 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:49:03,381 INFO [Step 27/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:49:03,381 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:49:10,542 INFO [Step 28/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:49:10,542 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:49:17,763 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 15:49:17,764 INFO [Step 29/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:49:17,764 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:49:24,973 INFO [Step 30/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:49:24,973 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:50:49,248 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 15:50:49,248 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 15:50:49,248 INFO │ chatgpt 0.8659 2026-04-02 15:50:49,248 INFO │ cohere 0.8662 2026-04-02 15:50:49,248 INFO │ cohere-chat 0.8608 2026-04-02 15:50:49,248 INFO │ gpt2 0.8642 2026-04-02 15:50:49,248 INFO │ gpt3 0.8658 2026-04-02 15:50:49,248 INFO │ gpt4 0.8695 2026-04-02 15:50:49,248 INFO │ llama-chat 0.8780 2026-04-02 15:50:49,248 INFO │ mistral 0.8596 2026-04-02 15:50:49,248 INFO │ mistral-chat 0.8714 2026-04-02 15:50:49,248 INFO │ mpt 0.8564 2026-04-02 15:50:49,248 INFO │ mpt-chat 0.8721 2026-04-02 15:50:49,249 INFO │ (prev best) 0.8664 2026-04-02 15:50:49,249 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 15:50:49,249 INFO │ article_deletion 0.8750 ~ 2026-04-02 15:50:49,249 INFO │ homoglyphs 0.9100 ~ 2026-04-02 15:50:49,249 INFO │ misspelling 0.8904 ~ 2026-04-02 15:50:49,249 INFO │ no_attack 0.8805 ~ 2026-04-02 15:50:49,249 INFO │ synonym_replacement 0.8828 ~ 2026-04-02 15:50:49,249 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 15:50:49,249 INFO └─────────────────────────────────────────────┘ 2026-04-02 15:50:49,249 INFO No improvement (4/25) best=0.8664 2026-04-02 15:50:56,813 INFO [Step 31/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:50:56,813 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:51:04,051 INFO [Step 32/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:51:04,051 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:51:11,297 INFO [Step 33/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:51:11,297 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:51:18,516 INFO [Step 34/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:51:18,516 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:51:25,747 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 15:51:25,748 INFO [Step 35/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:51:25,748 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:52:49,951 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 15:52:49,951 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 15:52:49,951 INFO │ chatgpt 0.8659 2026-04-02 15:52:49,951 INFO │ cohere 0.8662 2026-04-02 15:52:49,951 INFO │ cohere-chat 0.8608 2026-04-02 15:52:49,951 INFO │ gpt2 0.8642 2026-04-02 15:52:49,951 INFO │ gpt3 0.8658 2026-04-02 15:52:49,951 INFO │ gpt4 0.8695 2026-04-02 15:52:49,951 INFO │ llama-chat 0.8780 2026-04-02 15:52:49,951 INFO │ mistral 0.8596 2026-04-02 15:52:49,951 INFO │ mistral-chat 0.8714 2026-04-02 15:52:49,951 INFO │ mpt 0.8564 2026-04-02 15:52:49,951 INFO │ mpt-chat 0.8721 2026-04-02 15:52:49,951 INFO │ (prev best) 0.8664 2026-04-02 15:52:49,951 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 15:52:49,951 INFO │ article_deletion 0.8755 ~ 2026-04-02 15:52:49,951 INFO │ homoglyphs 0.9104 ~ 2026-04-02 15:52:49,951 INFO │ misspelling 0.8919 ~ 2026-04-02 15:52:49,951 INFO │ no_attack 0.8805 ~ 2026-04-02 15:52:49,951 INFO │ synonym_replacement 0.8837 ~ 2026-04-02 15:52:49,951 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 15:52:49,951 INFO └─────────────────────────────────────────────┘ 2026-04-02 15:52:49,951 INFO No improvement (5/25) best=0.8664 2026-04-02 15:52:57,038 INFO [Step 36/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:52:57,038 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:53:04,209 INFO [Step 37/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:53:04,209 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:53:11,424 INFO [Step 38/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:53:11,425 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:53:18,677 INFO [Step 39/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:53:18,677 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:53:25,884 INFO [Step 40/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 15:53:25,885 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 15:56:58,080 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 15:56:58,080 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 15:56:58,080 INFO │ chatgpt 0.8659 2026-04-02 15:56:58,080 INFO │ cohere 0.8662 2026-04-02 15:56:58,080 INFO │ cohere-chat 0.8608 2026-04-02 15:56:58,081 INFO │ gpt2 0.8642 2026-04-02 15:56:58,081 INFO │ gpt3 0.8658 2026-04-02 15:56:58,081 INFO │ gpt4 0.8695 2026-04-02 15:56:58,081 INFO │ llama-chat 0.8780 2026-04-02 15:56:58,081 INFO │ mistral 0.8596 2026-04-02 15:56:58,081 INFO │ mistral-chat 0.8714 2026-04-02 15:56:58,081 INFO │ mpt 0.8564 2026-04-02 15:56:58,081 INFO │ mpt-chat 0.8721 2026-04-02 15:56:58,081 INFO │ (prev best) 0.8664 2026-04-02 15:56:58,081 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 15:56:58,081 INFO │ article_deletion 0.8761 ~ 2026-04-02 15:56:58,081 INFO │ homoglyphs 0.9106 ~ 2026-04-02 15:56:58,081 INFO │ misspelling 0.8906 ~ 2026-04-02 15:56:58,081 INFO │ no_attack 0.8805 ~ 2026-04-02 15:56:58,081 INFO │ synonym_replacement 0.8837 ~ 2026-04-02 15:56:58,081 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 15:56:58,081 INFO └─────────────────────────────────────────────┘ 2026-04-02 15:56:58,081 INFO No improvement (6/25) best=0.8664 2026-04-02 16:05:15,768 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 16:05:15,769 INFO [Step 41/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:05:15,769 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:06:44,120 INFO [Step 42/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:06:44,120 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:06:51,654 INFO [Step 43/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:06:51,654 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:06:58,836 INFO [Step 44/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:06:58,837 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:07:06,110 INFO [Step 45/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:07:06,111 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:08:30,589 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 16:08:30,590 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 16:08:30,590 INFO │ chatgpt 0.8659 2026-04-02 16:08:30,590 INFO │ cohere 0.8662 2026-04-02 16:08:30,590 INFO │ cohere-chat 0.8608 2026-04-02 16:08:30,590 INFO │ gpt2 0.8642 2026-04-02 16:08:30,590 INFO │ gpt3 0.8658 2026-04-02 16:08:30,590 INFO │ gpt4 0.8695 2026-04-02 16:08:30,590 INFO │ llama-chat 0.8780 2026-04-02 16:08:30,590 INFO │ mistral 0.8596 2026-04-02 16:08:30,590 INFO │ mistral-chat 0.8714 2026-04-02 16:08:30,590 INFO │ mpt 0.8564 2026-04-02 16:08:30,590 INFO │ mpt-chat 0.8721 2026-04-02 16:08:30,590 INFO │ (prev best) 0.8664 2026-04-02 16:08:30,590 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 16:08:30,590 INFO │ article_deletion 0.8757 ~ 2026-04-02 16:08:30,590 INFO │ homoglyphs 0.9099 ~ 2026-04-02 16:08:30,590 INFO │ misspelling 0.8915 ~ 2026-04-02 16:08:30,590 INFO │ no_attack 0.8805 ~ 2026-04-02 16:08:30,590 INFO │ synonym_replacement 0.8826 ~ 2026-04-02 16:08:30,590 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 16:08:30,590 INFO └─────────────────────────────────────────────┘ 2026-04-02 16:08:30,590 INFO No improvement (7/25) best=0.8664 2026-04-02 16:08:57,790 INFO [Step 46/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:08:57,790 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:09:04,972 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 16:09:04,972 INFO [Step 47/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:09:04,972 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:09:12,080 INFO [Step 48/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:09:12,080 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:09:19,335 INFO [Step 49/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:09:19,335 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:09:26,609 INFO [Step 50/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:09:26,609 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:10:50,846 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 16:10:50,847 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 16:10:50,847 INFO │ chatgpt 0.8659 2026-04-02 16:10:50,847 INFO │ cohere 0.8662 2026-04-02 16:10:50,847 INFO │ cohere-chat 0.8608 2026-04-02 16:10:50,847 INFO │ gpt2 0.8642 2026-04-02 16:10:50,847 INFO │ gpt3 0.8658 2026-04-02 16:10:50,847 INFO │ gpt4 0.8695 2026-04-02 16:10:50,847 INFO │ llama-chat 0.8780 2026-04-02 16:10:50,847 INFO │ mistral 0.8596 2026-04-02 16:10:50,847 INFO │ mistral-chat 0.8714 2026-04-02 16:10:50,847 INFO │ mpt 0.8564 2026-04-02 16:10:50,847 INFO │ mpt-chat 0.8721 2026-04-02 16:10:50,847 INFO │ (prev best) 0.8664 2026-04-02 16:10:50,847 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 16:10:50,847 INFO │ article_deletion 0.8752 ~ 2026-04-02 16:10:50,847 INFO │ homoglyphs 0.9109 ~ 2026-04-02 16:10:50,847 INFO │ misspelling 0.8926 ~ 2026-04-02 16:10:50,847 INFO │ no_attack 0.8805 ~ 2026-04-02 16:10:50,847 INFO │ synonym_replacement 0.8851 ~ 2026-04-02 16:10:50,847 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 16:10:50,847 INFO └─────────────────────────────────────────────┘ 2026-04-02 16:10:50,847 INFO No improvement (8/25) best=0.8664 2026-04-02 16:10:58,307 INFO [Step 51/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:10:58,307 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:11:05,413 INFO [Step 52/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:11:05,413 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:11:12,440 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 16:11:12,440 INFO [Step 53/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:11:12,440 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:11:19,563 INFO [Step 54/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:11:19,563 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:11:26,671 INFO [Step 55/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:11:26,671 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:12:50,918 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 16:12:50,918 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 16:12:50,918 INFO │ chatgpt 0.8659 2026-04-02 16:12:50,918 INFO │ cohere 0.8662 2026-04-02 16:12:50,918 INFO │ cohere-chat 0.8608 2026-04-02 16:12:50,918 INFO │ gpt2 0.8642 2026-04-02 16:12:50,918 INFO │ gpt3 0.8658 2026-04-02 16:12:50,918 INFO │ gpt4 0.8695 2026-04-02 16:12:50,918 INFO │ llama-chat 0.8780 2026-04-02 16:12:50,918 INFO │ mistral 0.8596 2026-04-02 16:12:50,918 INFO │ mistral-chat 0.8714 2026-04-02 16:12:50,918 INFO │ mpt 0.8564 2026-04-02 16:12:50,918 INFO │ mpt-chat 0.8721 2026-04-02 16:12:50,918 INFO │ (prev best) 0.8664 2026-04-02 16:12:50,918 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 16:12:50,918 INFO │ article_deletion 0.8755 ~ 2026-04-02 16:12:50,918 INFO │ homoglyphs 0.9102 ~ 2026-04-02 16:12:50,918 INFO │ misspelling 0.8910 ~ 2026-04-02 16:12:50,918 INFO │ no_attack 0.8805 ~ 2026-04-02 16:12:50,918 INFO │ synonym_replacement 0.8830 ~ 2026-04-02 16:12:50,918 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 16:12:50,918 INFO └─────────────────────────────────────────────┘ 2026-04-02 16:12:50,918 INFO No improvement (9/25) best=0.8664 2026-04-02 16:12:58,219 INFO [Step 56/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:12:58,220 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:13:05,298 INFO [Step 57/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:13:05,298 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:13:12,524 INFO [Step 58/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:13:12,524 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:13:19,771 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 16:13:19,771 INFO [Step 59/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:13:19,771 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:13:27,040 INFO [Step 60/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:13:27,040 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:14:51,401 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 16:14:51,401 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 16:14:51,401 INFO │ chatgpt 0.8659 2026-04-02 16:14:51,401 INFO │ cohere 0.8662 2026-04-02 16:14:51,401 INFO │ cohere-chat 0.8608 2026-04-02 16:14:51,401 INFO │ gpt2 0.8642 2026-04-02 16:14:51,401 INFO │ gpt3 0.8658 2026-04-02 16:14:51,401 INFO │ gpt4 0.8695 2026-04-02 16:14:51,401 INFO │ llama-chat 0.8780 2026-04-02 16:14:51,401 INFO │ mistral 0.8596 2026-04-02 16:14:51,401 INFO │ mistral-chat 0.8714 2026-04-02 16:14:51,401 INFO │ mpt 0.8564 2026-04-02 16:14:51,401 INFO │ mpt-chat 0.8721 2026-04-02 16:14:51,401 INFO │ (prev best) 0.8664 2026-04-02 16:14:51,401 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 16:14:51,402 INFO │ article_deletion 0.8751 ~ 2026-04-02 16:14:51,402 INFO │ homoglyphs 0.9121 ~ 2026-04-02 16:14:51,402 INFO │ misspelling 0.8900 ~ 2026-04-02 16:14:51,402 INFO │ no_attack 0.8805 ~ 2026-04-02 16:14:51,402 INFO │ synonym_replacement 0.8843 ~ 2026-04-02 16:14:51,402 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 16:14:51,402 INFO └─────────────────────────────────────────────┘ 2026-04-02 16:14:51,402 INFO No improvement (10/25) best=0.8664 2026-04-02 16:14:58,910 INFO [Step 61/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:14:58,910 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:15:06,149 INFO [Step 62/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:15:06,149 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:15:13,390 INFO [Step 63/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:15:13,390 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:15:20,718 INFO [Step 64/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:15:20,718 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:15:27,989 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 16:15:27,989 INFO [Step 65/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:15:27,989 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:16:52,346 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 16:16:52,346 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 16:16:52,346 INFO │ chatgpt 0.8659 2026-04-02 16:16:52,346 INFO │ cohere 0.8662 2026-04-02 16:16:52,346 INFO │ cohere-chat 0.8608 2026-04-02 16:16:52,347 INFO │ gpt2 0.8642 2026-04-02 16:16:52,347 INFO │ gpt3 0.8658 2026-04-02 16:16:52,347 INFO │ gpt4 0.8695 2026-04-02 16:16:52,347 INFO │ llama-chat 0.8780 2026-04-02 16:16:52,347 INFO │ mistral 0.8596 2026-04-02 16:16:52,347 INFO │ mistral-chat 0.8714 2026-04-02 16:16:52,347 INFO │ mpt 0.8564 2026-04-02 16:16:52,347 INFO │ mpt-chat 0.8721 2026-04-02 16:16:52,347 INFO │ (prev best) 0.8664 2026-04-02 16:16:52,347 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 16:16:52,347 INFO │ article_deletion 0.8753 ~ 2026-04-02 16:16:52,347 INFO │ homoglyphs 0.9105 ~ 2026-04-02 16:16:52,347 INFO │ misspelling 0.8909 ~ 2026-04-02 16:16:52,347 INFO │ no_attack 0.8805 ~ 2026-04-02 16:16:52,347 INFO │ synonym_replacement 0.8841 ~ 2026-04-02 16:16:52,347 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 16:16:52,347 INFO └─────────────────────────────────────────────┘ 2026-04-02 16:16:52,347 INFO No improvement (11/25) best=0.8664 2026-04-02 16:16:59,794 INFO [Step 66/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:16:59,794 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:17:06,918 INFO [Step 67/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:17:06,918 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:17:14,105 INFO [Step 68/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:17:14,105 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:17:47,497 INFO [Step 69/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:17:47,497 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:17:55,216 INFO [Step 70/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:17:55,217 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:19:19,578 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 16:19:19,579 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 16:19:19,579 INFO │ chatgpt 0.8659 2026-04-02 16:19:19,579 INFO │ cohere 0.8662 2026-04-02 16:19:19,579 INFO │ cohere-chat 0.8608 2026-04-02 16:19:19,579 INFO │ gpt2 0.8642 2026-04-02 16:19:19,579 INFO │ gpt3 0.8658 2026-04-02 16:19:19,579 INFO │ gpt4 0.8695 2026-04-02 16:19:19,579 INFO │ llama-chat 0.8780 2026-04-02 16:19:19,579 INFO │ mistral 0.8596 2026-04-02 16:19:19,579 INFO │ mistral-chat 0.8714 2026-04-02 16:19:19,579 INFO │ mpt 0.8564 2026-04-02 16:19:19,579 INFO │ mpt-chat 0.8721 2026-04-02 16:19:19,579 INFO │ (prev best) 0.8664 2026-04-02 16:19:19,579 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 16:19:19,579 INFO │ article_deletion 0.8748 ~ 2026-04-02 16:19:19,579 INFO │ homoglyphs 0.9101 ~ 2026-04-02 16:19:19,579 INFO │ misspelling 0.8917 ~ 2026-04-02 16:19:19,579 INFO │ no_attack 0.8805 ~ 2026-04-02 16:19:19,579 INFO │ synonym_replacement 0.8830 ~ 2026-04-02 16:19:19,579 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 16:19:19,579 INFO └─────────────────────────────────────────────┘ 2026-04-02 16:19:19,579 INFO No improvement (12/25) best=0.8664 2026-04-02 16:19:27,095 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 16:19:27,096 INFO [Step 71/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:19:27,096 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:19:34,197 INFO [Step 72/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:19:34,198 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:19:41,355 INFO [Step 73/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:19:41,355 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:19:48,478 INFO [Step 74/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:19:48,478 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:19:55,657 INFO [Step 75/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:19:55,657 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:21:19,990 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 16:21:19,990 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 16:21:19,990 INFO │ chatgpt 0.8659 2026-04-02 16:21:19,990 INFO │ cohere 0.8662 2026-04-02 16:21:19,990 INFO │ cohere-chat 0.8608 2026-04-02 16:21:19,990 INFO │ gpt2 0.8642 2026-04-02 16:21:19,990 INFO │ gpt3 0.8658 2026-04-02 16:21:19,990 INFO │ gpt4 0.8695 2026-04-02 16:21:19,990 INFO │ llama-chat 0.8780 2026-04-02 16:21:19,990 INFO │ mistral 0.8596 2026-04-02 16:21:19,990 INFO │ mistral-chat 0.8714 2026-04-02 16:21:19,990 INFO │ mpt 0.8564 2026-04-02 16:21:19,990 INFO │ mpt-chat 0.8721 2026-04-02 16:21:19,990 INFO │ (prev best) 0.8664 2026-04-02 16:21:19,990 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 16:21:19,990 INFO │ article_deletion 0.8755 ~ 2026-04-02 16:21:19,990 INFO │ homoglyphs 0.9117 ~ 2026-04-02 16:21:19,991 INFO │ misspelling 0.8900 ~ 2026-04-02 16:21:19,991 INFO │ no_attack 0.8805 ~ 2026-04-02 16:21:19,991 INFO │ synonym_replacement 0.8846 ~ 2026-04-02 16:21:19,991 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 16:21:19,991 INFO └─────────────────────────────────────────────┘ 2026-04-02 16:21:19,991 INFO No improvement (13/25) best=0.8664 2026-04-02 16:21:27,321 INFO [Step 76/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:21:27,321 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:21:34,370 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 16:21:34,371 INFO [Step 77/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:21:34,371 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:21:41,426 INFO [Step 78/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:21:41,426 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:21:48,651 INFO [Step 79/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:21:48,652 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:21:55,878 INFO [Step 80/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:21:55,878 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:23:20,331 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 16:23:20,331 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 16:23:20,331 INFO │ chatgpt 0.8659 2026-04-02 16:23:20,331 INFO │ cohere 0.8662 2026-04-02 16:23:20,331 INFO │ cohere-chat 0.8608 2026-04-02 16:23:20,331 INFO │ gpt2 0.8642 2026-04-02 16:23:20,331 INFO │ gpt3 0.8658 2026-04-02 16:23:20,331 INFO │ gpt4 0.8695 2026-04-02 16:23:20,331 INFO │ llama-chat 0.8780 2026-04-02 16:23:20,331 INFO │ mistral 0.8596 2026-04-02 16:23:20,331 INFO │ mistral-chat 0.8714 2026-04-02 16:23:20,331 INFO │ mpt 0.8564 2026-04-02 16:23:20,331 INFO │ mpt-chat 0.8721 2026-04-02 16:23:20,331 INFO │ (prev best) 0.8664 2026-04-02 16:23:20,331 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 16:23:20,331 INFO │ article_deletion 0.8750 ~ 2026-04-02 16:23:20,331 INFO │ homoglyphs 0.9097 ~ 2026-04-02 16:23:20,331 INFO │ misspelling 0.8898 ~ 2026-04-02 16:23:20,331 INFO │ no_attack 0.8805 ~ 2026-04-02 16:23:20,331 INFO │ synonym_replacement 0.8847 ~ 2026-04-02 16:23:20,331 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 16:23:20,332 INFO └─────────────────────────────────────────────┘ 2026-04-02 16:23:20,332 INFO No improvement (14/25) best=0.8664 2026-04-02 16:23:27,925 INFO [Step 81/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:23:27,925 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:23:35,104 INFO [Step 82/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:23:35,104 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:23:42,127 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 16:23:42,127 INFO [Step 83/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:23:42,127 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:23:49,159 INFO [Step 84/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:23:49,160 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:23:56,367 INFO [Step 85/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:23:56,367 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:25:20,856 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 16:25:20,856 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 16:25:20,856 INFO │ chatgpt 0.8659 2026-04-02 16:25:20,856 INFO │ cohere 0.8662 2026-04-02 16:25:20,857 INFO │ cohere-chat 0.8608 2026-04-02 16:25:20,857 INFO │ gpt2 0.8642 2026-04-02 16:25:20,857 INFO │ gpt3 0.8658 2026-04-02 16:25:20,857 INFO │ gpt4 0.8695 2026-04-02 16:25:20,857 INFO │ llama-chat 0.8780 2026-04-02 16:25:20,857 INFO │ mistral 0.8596 2026-04-02 16:25:20,857 INFO │ mistral-chat 0.8714 2026-04-02 16:25:20,857 INFO │ mpt 0.8564 2026-04-02 16:25:20,857 INFO │ mpt-chat 0.8721 2026-04-02 16:25:20,857 INFO │ (prev best) 0.8664 2026-04-02 16:25:20,857 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 16:25:20,857 INFO │ article_deletion 0.8753 ~ 2026-04-02 16:25:20,857 INFO │ homoglyphs 0.9108 ~ 2026-04-02 16:25:20,857 INFO │ misspelling 0.8909 ~ 2026-04-02 16:25:20,857 INFO │ no_attack 0.8805 ~ 2026-04-02 16:25:20,857 INFO │ synonym_replacement 0.8829 ~ 2026-04-02 16:25:20,857 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 16:25:20,857 INFO └─────────────────────────────────────────────┘ 2026-04-02 16:25:20,857 INFO No improvement (15/25) best=0.8664 2026-04-02 16:25:28,181 INFO [Step 86/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:25:28,181 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:25:35,281 INFO [Step 87/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:25:35,281 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:25:42,517 INFO [Step 88/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:25:42,518 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:25:49,715 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 16:25:49,715 INFO [Step 89/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:25:49,715 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:25:56,960 INFO [Step 90/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:25:56,960 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:27:21,445 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 16:27:21,446 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 16:27:21,446 INFO │ chatgpt 0.8659 2026-04-02 16:27:21,446 INFO │ cohere 0.8662 2026-04-02 16:27:21,446 INFO │ cohere-chat 0.8608 2026-04-02 16:27:21,446 INFO │ gpt2 0.8642 2026-04-02 16:27:21,446 INFO │ gpt3 0.8658 2026-04-02 16:27:21,446 INFO │ gpt4 0.8695 2026-04-02 16:27:21,446 INFO │ llama-chat 0.8780 2026-04-02 16:27:21,446 INFO │ mistral 0.8596 2026-04-02 16:27:21,446 INFO │ mistral-chat 0.8714 2026-04-02 16:27:21,446 INFO │ mpt 0.8564 2026-04-02 16:27:21,446 INFO │ mpt-chat 0.8721 2026-04-02 16:27:21,446 INFO │ (prev best) 0.8664 2026-04-02 16:27:21,446 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 16:27:21,446 INFO │ article_deletion 0.8760 ~ 2026-04-02 16:27:21,446 INFO │ homoglyphs 0.9093 ~ 2026-04-02 16:27:21,446 INFO │ misspelling 0.8896 ~ 2026-04-02 16:27:21,446 INFO │ no_attack 0.8805 ~ 2026-04-02 16:27:21,446 INFO │ synonym_replacement 0.8845 ~ 2026-04-02 16:27:21,446 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 16:27:21,446 INFO └─────────────────────────────────────────────┘ 2026-04-02 16:27:21,446 INFO No improvement (16/25) best=0.8664 2026-04-02 16:27:28,959 INFO [Step 91/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:27:28,959 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:27:36,209 INFO [Step 92/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:27:36,209 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:27:43,424 INFO [Step 93/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:27:43,424 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:27:50,689 INFO [Step 94/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:27:50,689 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:27:57,868 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 16:27:57,868 INFO [Step 95/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:27:57,868 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:29:22,381 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 16:29:22,381 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 16:29:22,381 INFO │ chatgpt 0.8659 2026-04-02 16:29:22,381 INFO │ cohere 0.8662 2026-04-02 16:29:22,381 INFO │ cohere-chat 0.8608 2026-04-02 16:29:22,381 INFO │ gpt2 0.8642 2026-04-02 16:29:22,381 INFO │ gpt3 0.8658 2026-04-02 16:29:22,381 INFO │ gpt4 0.8695 2026-04-02 16:29:22,381 INFO │ llama-chat 0.8780 2026-04-02 16:29:22,381 INFO │ mistral 0.8596 2026-04-02 16:29:22,381 INFO │ mistral-chat 0.8714 2026-04-02 16:29:22,381 INFO │ mpt 0.8564 2026-04-02 16:29:22,381 INFO │ mpt-chat 0.8721 2026-04-02 16:29:22,381 INFO │ (prev best) 0.8664 2026-04-02 16:29:22,381 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 16:29:22,381 INFO │ article_deletion 0.8757 ~ 2026-04-02 16:29:22,381 INFO │ homoglyphs 0.9099 ~ 2026-04-02 16:29:22,381 INFO │ misspelling 0.8899 ~ 2026-04-02 16:29:22,381 INFO │ no_attack 0.8805 ~ 2026-04-02 16:29:22,381 INFO │ synonym_replacement 0.8834 ~ 2026-04-02 16:29:22,381 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 16:29:22,381 INFO └─────────────────────────────────────────────┘ 2026-04-02 16:29:22,382 INFO No improvement (17/25) best=0.8664 2026-04-02 16:29:29,719 INFO [Step 96/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:29:29,720 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:29:36,898 INFO [Step 97/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:29:36,898 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:29:44,158 INFO [Step 98/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:29:44,158 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:29:51,355 INFO [Step 99/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:29:51,355 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:29:58,564 INFO [Step 100/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:29:58,564 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:31:22,858 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 16:31:22,859 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 16:31:22,859 INFO │ chatgpt 0.8659 2026-04-02 16:31:22,859 INFO │ cohere 0.8662 2026-04-02 16:31:22,859 INFO │ cohere-chat 0.8608 2026-04-02 16:31:22,859 INFO │ gpt2 0.8642 2026-04-02 16:31:22,859 INFO │ gpt3 0.8658 2026-04-02 16:31:22,859 INFO │ gpt4 0.8695 2026-04-02 16:31:22,859 INFO │ llama-chat 0.8780 2026-04-02 16:31:22,859 INFO │ mistral 0.8596 2026-04-02 16:31:22,859 INFO │ mistral-chat 0.8714 2026-04-02 16:31:22,859 INFO │ mpt 0.8564 2026-04-02 16:31:22,859 INFO │ mpt-chat 0.8721 2026-04-02 16:31:22,859 INFO │ (prev best) 0.8664 2026-04-02 16:31:22,859 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 16:31:22,859 INFO │ article_deletion 0.8758 ~ 2026-04-02 16:31:22,859 INFO │ homoglyphs 0.9098 ~ 2026-04-02 16:31:22,859 INFO │ misspelling 0.8917 ~ 2026-04-02 16:31:22,859 INFO │ no_attack 0.8805 ~ 2026-04-02 16:31:22,859 INFO │ synonym_replacement 0.8849 ~ 2026-04-02 16:31:22,859 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 16:31:22,859 INFO └─────────────────────────────────────────────┘ 2026-04-02 16:31:22,859 INFO No improvement (18/25) best=0.8664 2026-04-02 16:31:30,343 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 16:31:30,344 INFO [Step 101/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:31:30,344 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:31:37,575 INFO [Step 102/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:31:37,575 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:31:44,777 INFO [Step 103/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:31:44,778 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:31:52,036 INFO [Step 104/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:31:52,037 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:31:59,189 INFO [Step 105/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:31:59,190 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:33:23,310 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 16:33:23,310 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 16:33:23,310 INFO │ chatgpt 0.8659 2026-04-02 16:33:23,310 INFO │ cohere 0.8662 2026-04-02 16:33:23,310 INFO │ cohere-chat 0.8608 2026-04-02 16:33:23,310 INFO │ gpt2 0.8642 2026-04-02 16:33:23,310 INFO │ gpt3 0.8658 2026-04-02 16:33:23,310 INFO │ gpt4 0.8695 2026-04-02 16:33:23,310 INFO │ llama-chat 0.8780 2026-04-02 16:33:23,310 INFO │ mistral 0.8596 2026-04-02 16:33:23,310 INFO │ mistral-chat 0.8714 2026-04-02 16:33:23,310 INFO │ mpt 0.8564 2026-04-02 16:33:23,310 INFO │ mpt-chat 0.8721 2026-04-02 16:33:23,310 INFO │ (prev best) 0.8664 2026-04-02 16:33:23,310 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 16:33:23,310 INFO │ article_deletion 0.8755 ~ 2026-04-02 16:33:23,310 INFO │ homoglyphs 0.9099 ~ 2026-04-02 16:33:23,310 INFO │ misspelling 0.8898 ~ 2026-04-02 16:33:23,310 INFO │ no_attack 0.8805 ~ 2026-04-02 16:33:23,310 INFO │ synonym_replacement 0.8850 ~ 2026-04-02 16:33:23,310 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 16:33:23,310 INFO └─────────────────────────────────────────────┘ 2026-04-02 16:33:23,310 INFO No improvement (19/25) best=0.8664 2026-04-02 16:33:30,416 INFO [Step 106/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:33:30,416 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:33:37,446 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 16:33:37,447 INFO [Step 107/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:33:37,447 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:33:44,616 INFO [Step 108/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:33:44,616 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:33:51,831 INFO [Step 109/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:33:51,831 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:33:58,991 INFO [Step 110/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:33:58,992 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:35:23,288 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 16:35:23,288 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 16:35:23,288 INFO │ chatgpt 0.8659 2026-04-02 16:35:23,288 INFO │ cohere 0.8662 2026-04-02 16:35:23,288 INFO │ cohere-chat 0.8608 2026-04-02 16:35:23,288 INFO │ gpt2 0.8642 2026-04-02 16:35:23,288 INFO │ gpt3 0.8658 2026-04-02 16:35:23,288 INFO │ gpt4 0.8695 2026-04-02 16:35:23,288 INFO │ llama-chat 0.8780 2026-04-02 16:35:23,288 INFO │ mistral 0.8596 2026-04-02 16:35:23,288 INFO │ mistral-chat 0.8714 2026-04-02 16:35:23,288 INFO │ mpt 0.8564 2026-04-02 16:35:23,288 INFO │ mpt-chat 0.8721 2026-04-02 16:35:23,288 INFO │ (prev best) 0.8664 2026-04-02 16:35:23,288 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 16:35:23,288 INFO │ article_deletion 0.8755 ~ 2026-04-02 16:35:23,288 INFO │ homoglyphs 0.9102 ~ 2026-04-02 16:35:23,289 INFO │ misspelling 0.8892 ~ 2026-04-02 16:35:23,289 INFO │ no_attack 0.8805 ~ 2026-04-02 16:35:23,289 INFO │ synonym_replacement 0.8836 ~ 2026-04-02 16:35:23,289 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 16:35:23,289 INFO └─────────────────────────────────────────────┘ 2026-04-02 16:35:23,289 INFO No improvement (20/25) best=0.8664 2026-04-02 16:35:30,778 INFO [Step 111/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:35:30,779 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:35:38,007 INFO [Step 112/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:35:38,008 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:35:45,219 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 16:35:45,219 INFO [Step 113/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:35:45,219 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:35:52,381 INFO [Step 114/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:35:52,381 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:35:59,609 INFO [Step 115/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:35:59,609 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:37:25,830 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 16:37:25,831 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 16:37:25,831 INFO │ chatgpt 0.8659 2026-04-02 16:37:25,831 INFO │ cohere 0.8662 2026-04-02 16:37:25,831 INFO │ cohere-chat 0.8608 2026-04-02 16:37:25,831 INFO │ gpt2 0.8642 2026-04-02 16:37:25,831 INFO │ gpt3 0.8658 2026-04-02 16:37:25,831 INFO │ gpt4 0.8695 2026-04-02 16:37:25,831 INFO │ llama-chat 0.8780 2026-04-02 16:37:25,831 INFO │ mistral 0.8596 2026-04-02 16:37:25,831 INFO │ mistral-chat 0.8714 2026-04-02 16:37:25,831 INFO │ mpt 0.8564 2026-04-02 16:37:25,831 INFO │ mpt-chat 0.8721 2026-04-02 16:37:25,831 INFO │ (prev best) 0.8664 2026-04-02 16:37:25,831 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 16:37:25,831 INFO │ article_deletion 0.8762 ~ 2026-04-02 16:37:25,831 INFO │ homoglyphs 0.9107 ~ 2026-04-02 16:37:25,831 INFO │ misspelling 0.8906 ~ 2026-04-02 16:37:25,831 INFO │ no_attack 0.8805 ~ 2026-04-02 16:37:25,831 INFO │ synonym_replacement 0.8851 ~ 2026-04-02 16:37:25,831 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 16:37:25,831 INFO └─────────────────────────────────────────────┘ 2026-04-02 16:37:25,831 INFO No improvement (21/25) best=0.8664 2026-04-02 16:37:33,007 INFO [Step 116/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:37:33,007 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:37:40,219 INFO [Step 117/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:37:40,219 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:37:47,508 INFO [Step 118/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:37:47,509 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:37:54,742 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 16:37:54,743 INFO [Step 119/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:37:54,743 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:38:01,949 INFO [Step 120/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:38:01,949 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:39:26,371 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 16:39:26,371 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 16:39:26,371 INFO │ chatgpt 0.8659 2026-04-02 16:39:26,371 INFO │ cohere 0.8662 2026-04-02 16:39:26,371 INFO │ cohere-chat 0.8608 2026-04-02 16:39:26,371 INFO │ gpt2 0.8642 2026-04-02 16:39:26,371 INFO │ gpt3 0.8658 2026-04-02 16:39:26,371 INFO │ gpt4 0.8695 2026-04-02 16:39:26,371 INFO │ llama-chat 0.8780 2026-04-02 16:39:26,371 INFO │ mistral 0.8596 2026-04-02 16:39:26,371 INFO │ mistral-chat 0.8714 2026-04-02 16:39:26,372 INFO │ mpt 0.8564 2026-04-02 16:39:26,372 INFO │ mpt-chat 0.8721 2026-04-02 16:39:26,372 INFO │ (prev best) 0.8664 2026-04-02 16:39:26,372 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 16:39:26,372 INFO │ article_deletion 0.8755 ~ 2026-04-02 16:39:26,372 INFO │ homoglyphs 0.9096 ~ 2026-04-02 16:39:26,372 INFO │ misspelling 0.8911 ~ 2026-04-02 16:39:26,372 INFO │ no_attack 0.8805 ~ 2026-04-02 16:39:26,372 INFO │ synonym_replacement 0.8839 ~ 2026-04-02 16:39:26,372 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 16:39:26,372 INFO └─────────────────────────────────────────────┘ 2026-04-02 16:39:26,372 INFO No improvement (22/25) best=0.8664 2026-04-02 16:39:33,872 INFO [Step 121/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:39:33,872 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:39:41,081 INFO [Step 122/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:39:41,082 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:39:48,324 INFO [Step 123/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:39:48,324 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:39:55,480 INFO [Step 124/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:39:55,480 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:40:02,699 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 16:40:02,699 INFO [Step 125/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:40:02,699 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:41:26,894 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 16:41:26,894 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 16:41:26,894 INFO │ chatgpt 0.8659 2026-04-02 16:41:26,894 INFO │ cohere 0.8662 2026-04-02 16:41:26,894 INFO │ cohere-chat 0.8608 2026-04-02 16:41:26,894 INFO │ gpt2 0.8642 2026-04-02 16:41:26,894 INFO │ gpt3 0.8658 2026-04-02 16:41:26,894 INFO │ gpt4 0.8695 2026-04-02 16:41:26,894 INFO │ llama-chat 0.8780 2026-04-02 16:41:26,894 INFO │ mistral 0.8596 2026-04-02 16:41:26,894 INFO │ mistral-chat 0.8714 2026-04-02 16:41:26,894 INFO │ mpt 0.8564 2026-04-02 16:41:26,894 INFO │ mpt-chat 0.8721 2026-04-02 16:41:26,894 INFO │ (prev best) 0.8664 2026-04-02 16:41:26,894 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 16:41:26,895 INFO │ article_deletion 0.8755 ~ 2026-04-02 16:41:26,895 INFO │ homoglyphs 0.9107 ~ 2026-04-02 16:41:26,895 INFO │ misspelling 0.8905 ~ 2026-04-02 16:41:26,895 INFO │ no_attack 0.8805 ~ 2026-04-02 16:41:26,895 INFO │ synonym_replacement 0.8847 ~ 2026-04-02 16:41:26,895 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 16:41:26,895 INFO └─────────────────────────────────────────────┘ 2026-04-02 16:41:26,895 INFO No improvement (23/25) best=0.8664 2026-04-02 16:41:34,413 INFO [Step 126/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:41:34,413 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:41:41,677 INFO [Step 127/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:41:41,677 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:41:48,837 INFO [Step 128/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:41:48,837 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:41:56,055 INFO [Step 129/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:41:56,055 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:42:03,217 INFO [Step 130/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:42:03,217 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:43:27,523 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 16:43:27,524 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 16:43:27,524 INFO │ chatgpt 0.8659 2026-04-02 16:43:27,524 INFO │ cohere 0.8662 2026-04-02 16:43:27,524 INFO │ cohere-chat 0.8608 2026-04-02 16:43:27,524 INFO │ gpt2 0.8642 2026-04-02 16:43:27,524 INFO │ gpt3 0.8658 2026-04-02 16:43:27,524 INFO │ gpt4 0.8695 2026-04-02 16:43:27,524 INFO │ llama-chat 0.8780 2026-04-02 16:43:27,524 INFO │ mistral 0.8596 2026-04-02 16:43:27,524 INFO │ mistral-chat 0.8714 2026-04-02 16:43:27,524 INFO │ mpt 0.8564 2026-04-02 16:43:27,524 INFO │ mpt-chat 0.8721 2026-04-02 16:43:27,524 INFO │ (prev best) 0.8664 2026-04-02 16:43:27,524 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 16:43:27,524 INFO │ article_deletion 0.8758 ~ 2026-04-02 16:43:27,524 INFO │ homoglyphs 0.9087 ~ 2026-04-02 16:43:27,524 INFO │ misspelling 0.8909 ~ 2026-04-02 16:43:27,524 INFO │ no_attack 0.8805 ~ 2026-04-02 16:43:27,524 INFO │ synonym_replacement 0.8837 ~ 2026-04-02 16:43:27,524 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 16:43:27,524 INFO └─────────────────────────────────────────────┘ 2026-04-02 16:43:27,524 INFO No improvement (24/25) best=0.8664 2026-04-02 16:43:35,050 INFO ⚠ AUROC=0.8664 > threshold=0.85 → freezing detector for 6 steps 2026-04-02 16:43:35,051 INFO [Step 131/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:43:35,051 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:43:42,281 INFO [Step 132/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:43:42,281 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:43:49,507 INFO [Step 133/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:43:49,507 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:43:56,747 INFO [Step 134/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:43:56,747 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:44:03,925 INFO [Step 135/200] det=skip para=0.0000 raw_rwd=0.3121±0.0000 rwd=0.3121 2026-04-02 16:44:03,925 INFO per-gen rewards: chatgpt=0.312 cohere=0.312 cohere-c=0.312 gpt2=0.312 gpt3=0.312 gpt4=0.312 llama-ch=0.312 mistral=0.312 mistral-=0.312 mpt=0.312 mpt-chat=0.312 2026-04-02 16:45:28,299 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-02 16:45:28,299 INFO │ MACRO_AVG 0.8664 ◄ 2026-04-02 16:45:28,299 INFO │ chatgpt 0.8659 2026-04-02 16:45:28,299 INFO │ cohere 0.8662 2026-04-02 16:45:28,299 INFO │ cohere-chat 0.8608 2026-04-02 16:45:28,299 INFO │ gpt2 0.8642 2026-04-02 16:45:28,299 INFO │ gpt3 0.8658 2026-04-02 16:45:28,299 INFO │ gpt4 0.8695 2026-04-02 16:45:28,299 INFO │ llama-chat 0.8780 2026-04-02 16:45:28,299 INFO │ mistral 0.8596 2026-04-02 16:45:28,299 INFO │ mistral-chat 0.8714 2026-04-02 16:45:28,299 INFO │ mpt 0.8564 2026-04-02 16:45:28,299 INFO │ mpt-chat 0.8721 2026-04-02 16:45:28,299 INFO │ (prev best) 0.8664 2026-04-02 16:45:28,299 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-02 16:45:28,299 INFO │ article_deletion 0.8748 ~ 2026-04-02 16:45:28,299 INFO │ homoglyphs 0.9100 ~ 2026-04-02 16:45:28,299 INFO │ misspelling 0.8926 ~ 2026-04-02 16:45:28,299 INFO │ no_attack 0.8805 ~ 2026-04-02 16:45:28,299 INFO │ synonym_replacement 0.8843 ~ 2026-04-02 16:45:28,299 INFO │ t5_paraphrase 0.8400 ~ 2026-04-02 16:45:28,299 INFO └─────────────────────────────────────────────┘ 2026-04-02 16:45:28,299 INFO No improvement (25/25) best=0.8664 2026-04-02 16:45:28,300 INFO Early stopping triggered. 2026-04-02 16:45:28,300 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-02 16:45:28,300 INFO Done. Best macro AUROC = 0.8664 2026-04-02 16:45:28,300 INFO Detector → ./radar_multievasion/best_detector 2026-04-02 16:45:28,300 INFO Paraphraser → ./radar_multievasion/best_paraphraser 2026-04-02 16:45:28,300 INFO Gen AUROC → ./radar_multievasion/per_generator_auroc.tsv 2026-04-02 16:45:28,300 INFO Atk AUROC → ./radar_multievasion/per_attack_auroc.tsv 2026-04-02 16:45:28,300 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-02 16:45:28,300 WARNING HF_TOKEN not set — skipping push to hub. 2026-04-03 09:01:24,972 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-03 09:01:24,972 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-04-03 09:01:24,972 INFO strategy=mixed human=10000 AI=1000/gen 2026-04-03 09:01:24,972 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-04-03 09:01:24,972 INFO NLTK available: True 2026-04-03 09:01:24,972 INFO Fixes: ls=0.05 det_every=1 clip=[0.01,0.99] warmstart=0 kl=0.001 2026-04-03 09:01:24,972 INFO device=cuda 2026-04-03 09:01:24,972 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-03 09:01:24,972 INFO Loading RAID dataset via raid.utils.load_data … 2026-04-03 09:01:24,972 INFO (install with: pip install raid-bench) 2026-04-03 09:01:24,973 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-04-03 09:01:31,286 INFO RAID train rows (attack='none'): 467,985 2026-04-03 09:01:31,286 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-04-03 09:01:31,286 INFO Filters → domain=None attack='none' generators=None 2026-04-03 09:01:44,637 INFO Human texts : 10000 2026-04-03 09:01:44,638 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-03 09:01:44,638 INFO chatgpt → 1000 texts 2026-04-03 09:01:44,638 INFO cohere → 1000 texts 2026-04-03 09:01:44,638 INFO cohere-chat → 1000 texts 2026-04-03 09:01:44,638 INFO gpt2 → 1000 texts 2026-04-03 09:01:44,638 INFO gpt3 → 1000 texts 2026-04-03 09:01:44,638 INFO gpt4 → 1000 texts 2026-04-03 09:01:44,638 INFO llama-chat → 1000 texts 2026-04-03 09:01:44,638 INFO mistral → 1000 texts 2026-04-03 09:01:44,638 INFO mistral-chat → 1000 texts 2026-04-03 09:01:44,638 INFO mpt → 1000 texts 2026-04-03 09:01:44,638 INFO mpt-chat → 1000 texts 2026-04-03 09:01:44,638 INFO Total AI texts : 11000 2026-04-03 09:01:44,643 INFO Train → human=9000 AI=9900 2026-04-03 09:01:44,643 INFO Val → human=1000 AI=1100 2026-04-03 09:01:44,746 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-03 09:01:44,747 INFO Loading paraphraser 'ramsrigouthamg/t5_paraphraser' … 2026-04-03 09:01:44,951 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-03 09:01:44,977 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-03 09:01:45,100 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-03 09:01:45,223 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-03 09:01:45,413 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-03 09:01:45,438 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-03 09:01:45,576 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-03 09:01:45,703 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-03 09:01:45,824 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found" 2026-04-03 09:01:46,006 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-03 09:01:46,135 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser "HTTP/1.1 200 OK" 2026-04-03 09:01:46,530 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/main "HTTP/1.1 200 OK" 2026-04-03 09:01:46,979 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/discussions?p=0 "HTTP/1.1 200 OK" 2026-04-03 09:01:47,437 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/refs%2Fpr%2F1 "HTTP/1.1 200 OK" 2026-04-03 09:01:47,805 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-03 09:01:47,936 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors "HTTP/1.1 302 Found" 2026-04-03 09:01:47,938 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-04-03 09:01:48,060 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-03 09:01:48,086 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-03 09:01:48,415 INFO Loading detector 'roberta-large' … 2026-04-03 09:01:48,534 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-03 09:01:48,650 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-03 09:01:48,767 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-03 09:01:48,884 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-03 09:01:49,003 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-03 09:01:49,313 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-04-03 09:01:49,435 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-04-03 09:01:52,501 INFO Starting adversarial training loop … 2026-04-03 09:02:25,842 INFO [Step 1/200] det=3.7183 para=0.1746 raw_rwd=0.3048±0.0290 rwd=0.3048 2026-04-03 09:02:25,842 INFO loss components: L_human=1.053 L_xm_original=0.454 L_t5_para=0.426 L_synonym_replacement=0.481 L_homoglyphs=0.502 L_article_deletion=0.458 L_misspelling=0.458 total=3.831 2026-04-03 09:02:25,842 INFO per-gen rewards: chatgpt=0.291 cohere=0.311 cohere-c=0.299 gpt2=0.300 gpt3=0.292 gpt4=0.304 llama-ch=0.300 mistral=0.329 mistral-=0.294 mpt=0.325 mpt-chat=0.304 2026-04-03 09:03:50,742 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 09:03:50,743 INFO │ MACRO_AVG 0.7995 ◄ 2026-04-03 09:03:50,743 INFO │ chatgpt 0.8273 2026-04-03 09:03:50,743 INFO │ cohere 0.8534 2026-04-03 09:03:50,743 INFO │ cohere-chat 0.8264 2026-04-03 09:03:50,743 INFO │ gpt2 0.7651 2026-04-03 09:03:50,743 INFO │ gpt3 0.8213 2026-04-03 09:03:50,743 INFO │ gpt4 0.8427 2026-04-03 09:03:50,743 INFO │ llama-chat 0.7761 2026-04-03 09:03:50,743 INFO │ mistral 0.8235 2026-04-03 09:03:50,743 INFO │ mistral-chat 0.8342 2026-04-03 09:03:50,743 INFO │ mpt 0.6123 2026-04-03 09:03:50,743 INFO │ mpt-chat 0.8123 2026-04-03 09:03:50,743 INFO │ (prev best) 0.0000 2026-04-03 09:03:50,743 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 09:03:50,743 INFO │ article_deletion 0.8015 ~ 2026-04-03 09:03:50,743 INFO │ homoglyphs 0.6521 ▼ 2026-04-03 09:03:50,743 INFO │ misspelling 0.8025 ~ 2026-04-03 09:03:50,743 INFO │ no_attack 0.7886 ~ 2026-04-03 09:03:50,743 INFO │ synonym_replacement 0.4285 ▼ 2026-04-03 09:03:50,743 INFO │ t5_paraphrase 0.0200 ▼ 2026-04-03 09:03:50,743 INFO └─────────────────────────────────────────────┘ 2026-04-03 09:03:55,191 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 09:03:57,192 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 09:03:57,192 INFO ✓ New best macro AUROC = 0.7995 — saved. 2026-04-03 09:03:57,192 WARNING HF_TOKEN not set — skipping push to hub. 2026-04-03 09:06:13,843 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-03 09:06:13,843 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-04-03 09:06:13,843 INFO strategy=mixed human=10000 AI=1000/gen 2026-04-03 09:06:13,843 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-04-03 09:06:13,843 INFO NLTK available: True 2026-04-03 09:06:13,843 INFO Fixes: ls=0.05 det_every=1 clip=[0.01,0.99] warmstart=0 kl=0.001 2026-04-03 09:06:13,843 INFO device=cuda 2026-04-03 09:06:13,843 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-03 09:06:13,843 INFO Loading RAID dataset via raid.utils.load_data … 2026-04-03 09:06:13,843 INFO (install with: pip install raid-bench) 2026-04-03 09:06:13,843 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-04-03 09:06:19,977 INFO RAID train rows (attack='none'): 467,985 2026-04-03 09:06:19,977 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-04-03 09:06:19,977 INFO Filters → domain=None attack='none' generators=None 2026-04-03 09:06:33,446 INFO Human texts : 10000 2026-04-03 09:06:33,446 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-03 09:06:33,446 INFO chatgpt → 1000 texts 2026-04-03 09:06:33,446 INFO cohere → 1000 texts 2026-04-03 09:06:33,446 INFO cohere-chat → 1000 texts 2026-04-03 09:06:33,446 INFO gpt2 → 1000 texts 2026-04-03 09:06:33,446 INFO gpt3 → 1000 texts 2026-04-03 09:06:33,446 INFO gpt4 → 1000 texts 2026-04-03 09:06:33,446 INFO llama-chat → 1000 texts 2026-04-03 09:06:33,446 INFO mistral → 1000 texts 2026-04-03 09:06:33,446 INFO mistral-chat → 1000 texts 2026-04-03 09:06:33,446 INFO mpt → 1000 texts 2026-04-03 09:06:33,447 INFO mpt-chat → 1000 texts 2026-04-03 09:06:33,447 INFO Total AI texts : 11000 2026-04-03 09:06:33,451 INFO Train → human=9000 AI=9900 2026-04-03 09:06:33,451 INFO Val → human=1000 AI=1100 2026-04-03 09:06:33,616 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-03 09:06:33,616 INFO Loading paraphraser 'ramsrigouthamg/t5_paraphraser' … 2026-04-03 09:06:33,827 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-03 09:06:33,854 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-03 09:06:33,979 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-03 09:06:34,142 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-03 09:06:34,359 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-03 09:06:34,388 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-03 09:06:34,569 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-03 09:06:34,688 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-03 09:06:34,810 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found" 2026-04-03 09:06:34,932 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-03 09:06:35,060 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser "HTTP/1.1 200 OK" 2026-04-03 09:06:35,311 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/main "HTTP/1.1 200 OK" 2026-04-03 09:06:35,446 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/discussions?p=0 "HTTP/1.1 200 OK" 2026-04-03 09:06:35,483 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-04-03 09:06:35,584 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/refs%2Fpr%2F1 "HTTP/1.1 200 OK" 2026-04-03 09:06:35,599 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-03 09:06:35,623 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-03 09:06:35,702 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-03 09:06:35,826 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors "HTTP/1.1 302 Found" 2026-04-03 09:06:35,913 INFO Loading detector 'roberta-large' … 2026-04-03 09:06:36,033 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-03 09:06:36,154 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-03 09:06:36,274 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-03 09:06:36,392 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-03 09:06:36,513 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-03 09:06:36,798 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-04-03 09:06:36,926 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-04-03 09:06:37,294 INFO Starting adversarial training loop … 2026-04-03 09:07:15,471 INFO [Step 1/200] det=3.7183 para=0.1746 raw_rwd=0.3048±0.0290 rwd=0.3048 2026-04-03 09:07:15,472 INFO loss components: L_human=1.053 L_xm_original=0.454 L_t5_para=0.426 L_synonym_replacement=0.481 L_homoglyphs=0.502 L_article_deletion=0.458 L_misspelling=0.458 total=3.831 2026-04-03 09:07:15,472 INFO per-gen rewards: chatgpt=0.291 cohere=0.311 cohere-c=0.299 gpt2=0.300 gpt3=0.292 gpt4=0.304 llama-ch=0.300 mistral=0.329 mistral-=0.294 mpt=0.325 mpt-chat=0.304 2026-04-03 09:08:48,190 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 09:08:48,190 INFO │ MACRO_AVG 0.7995 ◄ 2026-04-03 09:08:48,191 INFO │ chatgpt 0.8273 2026-04-03 09:08:48,191 INFO │ cohere 0.8534 2026-04-03 09:08:48,191 INFO │ cohere-chat 0.8264 2026-04-03 09:08:48,191 INFO │ gpt2 0.7650 2026-04-03 09:08:48,191 INFO │ gpt3 0.8213 2026-04-03 09:08:48,191 INFO │ gpt4 0.8427 2026-04-03 09:08:48,191 INFO │ llama-chat 0.7762 2026-04-03 09:08:48,191 INFO │ mistral 0.8235 2026-04-03 09:08:48,191 INFO │ mistral-chat 0.8342 2026-04-03 09:08:48,191 INFO │ mpt 0.6121 2026-04-03 09:08:48,191 INFO │ mpt-chat 0.8122 2026-04-03 09:08:48,191 INFO │ (prev best) 0.0000 2026-04-03 09:08:48,191 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 09:08:48,191 INFO │ article_deletion 0.8015 ~ 2026-04-03 09:08:48,191 INFO │ homoglyphs 0.6520 ▼ 2026-04-03 09:08:48,191 INFO │ misspelling 0.8024 ~ 2026-04-03 09:08:48,191 INFO │ no_attack 0.7886 ~ 2026-04-03 09:08:48,191 INFO │ synonym_replacement 0.4284 ▼ 2026-04-03 09:08:48,191 INFO │ t5_paraphrase 0.0200 ▼ 2026-04-03 09:08:48,191 INFO └─────────────────────────────────────────────┘ 2026-04-03 09:08:52,913 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 09:08:54,939 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 09:08:54,940 INFO ✓ New best macro AUROC = 0.7995 — saved. 2026-04-03 09:08:54,940 WARNING HF_TOKEN not set — skipping push to hub. 2026-04-03 09:33:27,567 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-03 09:33:27,567 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-04-03 09:33:27,567 INFO strategy=mixed human=10000 AI=1000/gen 2026-04-03 09:33:27,567 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-04-03 09:33:27,567 INFO NLTK available: True 2026-04-03 09:33:27,567 INFO Fixes: ls=0.05 det_every=1 clip=[0.01,0.99] warmstart=0 kl=0.001 2026-04-03 09:33:27,567 INFO device=cuda 2026-04-03 09:33:27,567 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-03 09:33:27,567 INFO Loading RAID dataset via raid.utils.load_data … 2026-04-03 09:33:27,567 INFO (install with: pip install raid-bench) 2026-04-03 09:33:27,567 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-04-03 09:33:34,254 INFO RAID train rows (attack='none'): 467,985 2026-04-03 09:33:34,254 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-04-03 09:33:34,254 INFO Filters → domain=None attack='none' generators=None 2026-04-03 09:33:47,635 INFO Human texts : 10000 2026-04-03 09:33:47,635 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-03 09:33:47,635 INFO chatgpt → 1000 texts 2026-04-03 09:33:47,635 INFO cohere → 1000 texts 2026-04-03 09:33:47,635 INFO cohere-chat → 1000 texts 2026-04-03 09:33:47,635 INFO gpt2 → 1000 texts 2026-04-03 09:33:47,635 INFO gpt3 → 1000 texts 2026-04-03 09:33:47,635 INFO gpt4 → 1000 texts 2026-04-03 09:33:47,635 INFO llama-chat → 1000 texts 2026-04-03 09:33:47,635 INFO mistral → 1000 texts 2026-04-03 09:33:47,635 INFO mistral-chat → 1000 texts 2026-04-03 09:33:47,635 INFO mpt → 1000 texts 2026-04-03 09:33:47,635 INFO mpt-chat → 1000 texts 2026-04-03 09:33:47,635 INFO Total AI texts : 11000 2026-04-03 09:33:47,640 INFO Train → human=9000 AI=9900 2026-04-03 09:33:47,640 INFO Val → human=1000 AI=1100 2026-04-03 09:33:47,727 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-03 09:33:47,727 INFO Loading paraphraser 'ramsrigouthamg/t5_paraphraser' … 2026-04-03 09:33:48,092 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-03 09:33:48,159 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-03 09:33:48,321 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-03 09:33:48,483 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-03 09:33:48,693 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-03 09:33:48,737 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-03 09:33:48,926 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-03 09:33:49,126 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-03 09:33:49,329 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found" 2026-04-03 09:33:49,524 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-03 09:33:49,775 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser "HTTP/1.1 200 OK" 2026-04-03 09:33:50,156 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/main "HTTP/1.1 200 OK" 2026-04-03 09:33:50,485 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/discussions?p=0 "HTTP/1.1 200 OK" 2026-04-03 09:33:50,698 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/refs%2Fpr%2F1 "HTTP/1.1 200 OK" 2026-04-03 09:33:50,822 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-04-03 09:33:50,905 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-03 09:33:51,023 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-03 09:33:51,095 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors "HTTP/1.1 302 Found" 2026-04-03 09:33:51,115 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-03 09:33:51,434 INFO Loading detector 'roberta-large' … 2026-04-03 09:33:51,608 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-03 09:33:51,811 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-03 09:33:52,002 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-03 09:33:52,206 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-03 09:33:52,429 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-03 09:33:52,711 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-04-03 09:33:52,841 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-04-03 09:33:53,223 INFO Starting adversarial training loop … 2026-04-03 09:34:26,885 INFO [Step 1/200] det=3.7183 para=0.1746 raw_rwd=0.3048±0.0290 rwd=0.3048 2026-04-03 09:34:26,885 INFO loss components: L_human=1.053 L_xm_original=0.454 L_t5_para=0.426 L_synonym_replacement=0.481 L_homoglyphs=0.502 L_article_deletion=0.458 L_misspelling=0.458 total=3.831 2026-04-03 09:34:26,885 INFO per-gen rewards: chatgpt=0.291 cohere=0.311 cohere-c=0.299 gpt2=0.300 gpt3=0.292 gpt4=0.304 llama-ch=0.300 mistral=0.329 mistral-=0.294 mpt=0.325 mpt-chat=0.304 2026-04-03 09:35:51,808 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 09:35:51,809 INFO │ MACRO_AVG 0.7995 ◄ 2026-04-03 09:35:51,809 INFO │ chatgpt 0.8273 2026-04-03 09:35:51,809 INFO │ cohere 0.8534 2026-04-03 09:35:51,809 INFO │ cohere-chat 0.8264 2026-04-03 09:35:51,809 INFO │ gpt2 0.7651 2026-04-03 09:35:51,809 INFO │ gpt3 0.8213 2026-04-03 09:35:51,809 INFO │ gpt4 0.8427 2026-04-03 09:35:51,809 INFO │ llama-chat 0.7762 2026-04-03 09:35:51,809 INFO │ mistral 0.8235 2026-04-03 09:35:51,809 INFO │ mistral-chat 0.8342 2026-04-03 09:35:51,809 INFO │ mpt 0.6123 2026-04-03 09:35:51,809 INFO │ mpt-chat 0.8123 2026-04-03 09:35:51,809 INFO │ (prev best) 0.0000 2026-04-03 09:35:51,809 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 09:35:51,809 INFO │ article_deletion 0.8015 ~ 2026-04-03 09:35:51,809 INFO │ homoglyphs 0.6521 ▼ 2026-04-03 09:35:51,809 INFO │ misspelling 0.8025 ~ 2026-04-03 09:35:51,809 INFO │ no_attack 0.7886 ~ 2026-04-03 09:35:51,809 INFO │ synonym_replacement 0.4286 ▼ 2026-04-03 09:35:51,809 INFO │ t5_paraphrase 0.0200 ▼ 2026-04-03 09:35:51,809 INFO └─────────────────────────────────────────────┘ 2026-04-03 09:35:56,560 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 09:35:58,827 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 09:35:58,827 INFO ✓ New best macro AUROC = 0.7995 — saved. 2026-04-03 09:35:58,827 WARNING HF_TOKEN not set — skipping push to hub. 2026-04-03 09:36:27,876 INFO [Step 2/200] det=3.8396 para=0.0000 raw_rwd=0.3681±0.0068 rwd=0.3681 2026-04-03 09:36:27,876 INFO loss components: L_human=0.828 L_xm_original=0.518 L_t5_para=0.490 L_synonym_replacement=0.486 L_homoglyphs=0.520 L_article_deletion=0.536 L_misspelling=0.498 total=3.876 2026-04-03 09:36:27,876 INFO per-gen rewards: chatgpt=0.370 cohere=0.366 cohere-c=0.371 gpt2=0.371 gpt3=0.367 gpt4=0.370 llama-ch=0.366 mistral=0.370 mistral-=0.366 mpt=0.360 mpt-chat=0.370 2026-04-03 09:36:57,560 INFO [Step 3/200] det=3.4928 para=0.0000 raw_rwd=0.3642±0.0027 rwd=0.3642 2026-04-03 09:36:57,560 INFO loss components: L_human=0.555 L_xm_original=0.453 L_t5_para=0.454 L_synonym_replacement=0.401 L_homoglyphs=0.405 L_article_deletion=0.469 L_misspelling=0.441 total=3.179 2026-04-03 09:36:57,560 INFO per-gen rewards: chatgpt=0.366 cohere=0.365 cohere-c=0.364 gpt2=0.363 gpt3=0.366 gpt4=0.365 llama-ch=0.364 mistral=0.364 mistral-=0.364 mpt=0.362 mpt-chat=0.363 2026-04-03 09:37:27,541 INFO [Step 4/200] det=2.5516 para=-0.0000 raw_rwd=0.3343±0.0058 rwd=0.3343 2026-04-03 09:37:27,541 INFO loss components: L_human=0.650 L_xm_original=0.262 L_t5_para=0.402 L_synonym_replacement=0.350 L_homoglyphs=0.256 L_article_deletion=0.316 L_misspelling=0.247 total=2.483 2026-04-03 09:37:27,541 INFO per-gen rewards: chatgpt=0.334 cohere=0.336 cohere-c=0.337 gpt2=0.338 gpt3=0.338 gpt4=0.335 llama-ch=0.331 mistral=0.331 mistral-=0.335 mpt=0.333 mpt-chat=0.331 2026-04-03 09:37:57,138 INFO [Step 5/200] det=2.3975 para=0.0000 raw_rwd=0.2930±0.0174 rwd=0.2930 2026-04-03 09:37:57,138 INFO loss components: L_human=0.656 L_xm_original=0.280 L_t5_para=0.253 L_synonym_replacement=0.270 L_homoglyphs=0.215 L_article_deletion=0.324 L_misspelling=0.301 total=2.299 2026-04-03 09:37:57,138 INFO per-gen rewards: chatgpt=0.298 cohere=0.292 cohere-c=0.271 gpt2=0.277 gpt3=0.298 gpt4=0.301 llama-ch=0.294 mistral=0.301 mistral-=0.291 mpt=0.302 mpt-chat=0.299 2026-04-03 09:39:21,554 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 09:39:21,555 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-03 09:39:21,555 INFO │ chatgpt 0.9992 2026-04-03 09:39:21,555 INFO │ cohere 0.9911 2026-04-03 09:39:21,555 INFO │ cohere-chat 0.9970 2026-04-03 09:39:21,555 INFO │ gpt2 0.9739 2026-04-03 09:39:21,555 INFO │ gpt3 0.9979 2026-04-03 09:39:21,555 INFO │ gpt4 0.9987 2026-04-03 09:39:21,555 INFO │ llama-chat 0.9995 2026-04-03 09:39:21,555 INFO │ mistral 0.9813 2026-04-03 09:39:21,555 INFO │ mistral-chat 0.9974 2026-04-03 09:39:21,555 INFO │ mpt 0.9708 2026-04-03 09:39:21,555 INFO │ mpt-chat 0.9980 2026-04-03 09:39:21,555 INFO │ (prev best) 0.7995 2026-04-03 09:39:21,555 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 09:39:21,555 INFO │ article_deletion 0.9932 ~ 2026-04-03 09:39:21,555 INFO │ homoglyphs 0.9999 ~ 2026-04-03 09:39:21,555 INFO │ misspelling 0.9928 ~ 2026-04-03 09:39:21,555 INFO │ no_attack 0.9920 ~ 2026-04-03 09:39:21,555 INFO │ synonym_replacement 0.9909 ~ 2026-04-03 09:39:21,555 INFO │ t5_paraphrase 0.9600 ~ 2026-04-03 09:39:21,555 INFO └─────────────────────────────────────────────┘ 2026-04-03 09:39:26,363 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 09:39:28,478 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 09:39:28,478 INFO ✓ New best macro AUROC = 0.9913 — saved. 2026-04-03 09:39:28,478 WARNING HF_TOKEN not set — skipping push to hub. 2026-04-03 09:39:39,205 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 09:39:39,205 INFO [Step 6/200] det=skip para=0.0000 raw_rwd=0.1541±0.0387 rwd=0.1541 2026-04-03 09:39:39,206 INFO per-gen rewards: chatgpt=0.147 cohere=0.173 cohere-c=0.166 gpt2=0.169 gpt3=0.133 gpt4=0.128 llama-ch=0.152 mistral=0.169 mistral-=0.156 mpt=0.128 mpt-chat=0.171 2026-04-03 09:39:49,945 INFO [Step 7/200] det=skip para=0.0000 raw_rwd=0.1475±0.0491 rwd=0.1475 2026-04-03 09:39:49,945 INFO per-gen rewards: chatgpt=0.144 cohere=0.166 cohere-c=0.137 gpt2=0.152 gpt3=0.149 gpt4=0.169 llama-ch=0.110 mistral=0.143 mistral-=0.164 mpt=0.142 mpt-chat=0.150 2026-04-03 09:40:00,885 INFO [Step 8/200] det=skip para=0.0000 raw_rwd=0.1469±0.0436 rwd=0.1469 2026-04-03 09:40:00,886 INFO per-gen rewards: chatgpt=0.145 cohere=0.161 cohere-c=0.128 gpt2=0.151 gpt3=0.115 gpt4=0.170 llama-ch=0.141 mistral=0.171 mistral-=0.142 mpt=0.132 mpt-chat=0.165 2026-04-03 09:40:11,767 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 09:40:11,768 INFO [Step 9/200] det=skip para=-0.0000 raw_rwd=0.1481±0.0417 rwd=0.1481 2026-04-03 09:40:11,768 INFO per-gen rewards: chatgpt=0.139 cohere=0.146 cohere-c=0.125 gpt2=0.168 gpt3=0.128 gpt4=0.171 llama-ch=0.172 mistral=0.155 mistral-=0.160 mpt=0.135 mpt-chat=0.130 2026-04-03 09:40:22,419 INFO [Step 10/200] det=skip para=-0.0000 raw_rwd=0.1445±0.0493 rwd=0.1445 2026-04-03 09:40:22,419 INFO per-gen rewards: chatgpt=0.168 cohere=0.168 cohere-c=0.067 gpt2=0.146 gpt3=0.152 gpt4=0.136 llama-ch=0.135 mistral=0.152 mistral-=0.167 mpt=0.159 mpt-chat=0.139 2026-04-03 09:41:46,755 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 09:41:46,755 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-03 09:41:46,755 INFO │ chatgpt 0.9992 2026-04-03 09:41:46,755 INFO │ cohere 0.9911 2026-04-03 09:41:46,755 INFO │ cohere-chat 0.9970 2026-04-03 09:41:46,755 INFO │ gpt2 0.9739 2026-04-03 09:41:46,755 INFO │ gpt3 0.9979 2026-04-03 09:41:46,755 INFO │ gpt4 0.9987 2026-04-03 09:41:46,755 INFO │ llama-chat 0.9995 2026-04-03 09:41:46,755 INFO │ mistral 0.9813 2026-04-03 09:41:46,755 INFO │ mistral-chat 0.9974 2026-04-03 09:41:46,755 INFO │ mpt 0.9708 2026-04-03 09:41:46,755 INFO │ mpt-chat 0.9980 2026-04-03 09:41:46,755 INFO │ (prev best) 0.9913 2026-04-03 09:41:46,755 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 09:41:46,755 INFO │ article_deletion 0.9933 ~ 2026-04-03 09:41:46,756 INFO │ homoglyphs 0.9999 ~ 2026-04-03 09:41:46,756 INFO │ misspelling 0.9929 ~ 2026-04-03 09:41:46,756 INFO │ no_attack 0.9920 ~ 2026-04-03 09:41:46,756 INFO │ synonym_replacement 0.9907 ~ 2026-04-03 09:41:46,756 INFO │ t5_paraphrase 0.9600 ~ 2026-04-03 09:41:46,756 INFO └─────────────────────────────────────────────┘ 2026-04-03 09:41:46,756 INFO No improvement (1/25) best=0.9913 2026-04-03 09:41:57,775 INFO [Step 11/200] det=skip para=-0.0000 raw_rwd=0.1563±0.0334 rwd=0.1563 2026-04-03 09:41:57,776 INFO per-gen rewards: chatgpt=0.149 cohere=0.166 cohere-c=0.178 gpt2=0.169 gpt3=0.160 gpt4=0.167 llama-ch=0.144 mistral=0.121 mistral-=0.163 mpt=0.131 mpt-chat=0.175 2026-04-03 09:42:08,640 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 09:42:08,640 INFO [Step 12/200] det=skip para=0.0000 raw_rwd=0.1522±0.0386 rwd=0.1522 2026-04-03 09:42:08,640 INFO per-gen rewards: chatgpt=0.159 cohere=0.130 cohere-c=0.130 gpt2=0.147 gpt3=0.162 gpt4=0.180 llama-ch=0.127 mistral=0.160 mistral-=0.171 mpt=0.165 mpt-chat=0.150 2026-04-03 09:42:19,812 INFO [Step 13/200] det=skip para=0.0000 raw_rwd=0.1585±0.0350 rwd=0.1585 2026-04-03 09:42:19,812 INFO per-gen rewards: chatgpt=0.159 cohere=0.166 cohere-c=0.174 gpt2=0.153 gpt3=0.134 gpt4=0.184 llama-ch=0.146 mistral=0.130 mistral-=0.167 mpt=0.163 mpt-chat=0.176 2026-04-03 09:42:30,717 INFO [Step 14/200] det=skip para=-0.0000 raw_rwd=0.1495±0.0386 rwd=0.1495 2026-04-03 09:42:30,717 INFO per-gen rewards: chatgpt=0.158 cohere=0.165 cohere-c=0.142 gpt2=0.143 gpt3=0.143 gpt4=0.147 llama-ch=0.173 mistral=0.149 mistral-=0.129 mpt=0.135 mpt-chat=0.158 2026-04-03 09:42:41,453 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 09:42:41,454 INFO [Step 15/200] det=skip para=0.0000 raw_rwd=0.1493±0.0460 rwd=0.1493 2026-04-03 09:42:41,455 INFO per-gen rewards: chatgpt=0.173 cohere=0.146 cohere-c=0.142 gpt2=0.150 gpt3=0.168 gpt4=0.123 llama-ch=0.181 mistral=0.151 mistral-=0.136 mpt=0.134 mpt-chat=0.134 2026-04-03 09:44:06,057 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 09:44:06,058 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-03 09:44:06,058 INFO │ chatgpt 0.9992 2026-04-03 09:44:06,058 INFO │ cohere 0.9911 2026-04-03 09:44:06,058 INFO │ cohere-chat 0.9970 2026-04-03 09:44:06,058 INFO │ gpt2 0.9739 2026-04-03 09:44:06,058 INFO │ gpt3 0.9979 2026-04-03 09:44:06,058 INFO │ gpt4 0.9987 2026-04-03 09:44:06,058 INFO │ llama-chat 0.9995 2026-04-03 09:44:06,058 INFO │ mistral 0.9813 2026-04-03 09:44:06,058 INFO │ mistral-chat 0.9974 2026-04-03 09:44:06,058 INFO │ mpt 0.9708 2026-04-03 09:44:06,058 INFO │ mpt-chat 0.9980 2026-04-03 09:44:06,058 INFO │ (prev best) 0.9913 2026-04-03 09:44:06,058 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 09:44:06,058 INFO │ article_deletion 0.9935 ~ 2026-04-03 09:44:06,058 INFO │ homoglyphs 0.9999 ~ 2026-04-03 09:44:06,058 INFO │ misspelling 0.9928 ~ 2026-04-03 09:44:06,058 INFO │ no_attack 0.9920 ~ 2026-04-03 09:44:06,058 INFO │ synonym_replacement 0.9907 ~ 2026-04-03 09:44:06,058 INFO │ t5_paraphrase 0.9600 ~ 2026-04-03 09:44:06,058 INFO └─────────────────────────────────────────────┘ 2026-04-03 09:44:06,058 INFO No improvement (2/25) best=0.9913 2026-04-03 09:44:17,183 INFO [Step 16/200] det=skip para=-0.0000 raw_rwd=0.1483±0.0406 rwd=0.1483 2026-04-03 09:44:17,183 INFO per-gen rewards: chatgpt=0.141 cohere=0.121 cohere-c=0.155 gpt2=0.150 gpt3=0.167 gpt4=0.135 llama-ch=0.161 mistral=0.147 mistral-=0.147 mpt=0.158 mpt-chat=0.150 2026-04-03 09:44:28,093 INFO [Step 17/200] det=skip para=-0.0000 raw_rwd=0.1564±0.0332 rwd=0.1564 2026-04-03 09:44:28,094 INFO per-gen rewards: chatgpt=0.162 cohere=0.178 cohere-c=0.152 gpt2=0.115 gpt3=0.159 gpt4=0.176 llama-ch=0.160 mistral=0.135 mistral-=0.151 mpt=0.176 mpt-chat=0.153 2026-04-03 09:44:38,785 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 09:44:38,786 INFO [Step 18/200] det=skip para=-0.0000 raw_rwd=0.1437±0.0417 rwd=0.1437 2026-04-03 09:44:38,786 INFO per-gen rewards: chatgpt=0.148 cohere=0.141 cohere-c=0.156 gpt2=0.141 gpt3=0.143 gpt4=0.148 llama-ch=0.106 mistral=0.141 mistral-=0.153 mpt=0.124 mpt-chat=0.176 2026-04-03 09:44:49,689 INFO [Step 19/200] det=skip para=0.0000 raw_rwd=0.1529±0.0337 rwd=0.1529 2026-04-03 09:44:49,690 INFO per-gen rewards: chatgpt=0.159 cohere=0.170 cohere-c=0.170 gpt2=0.136 gpt3=0.174 gpt4=0.156 llama-ch=0.143 mistral=0.141 mistral-=0.129 mpt=0.161 mpt-chat=0.144 2026-04-03 09:45:00,268 INFO [Step 20/200] det=skip para=-0.0000 raw_rwd=0.1564±0.0334 rwd=0.1564 2026-04-03 09:45:00,268 INFO per-gen rewards: chatgpt=0.176 cohere=0.144 cohere-c=0.146 gpt2=0.168 gpt3=0.175 gpt4=0.153 llama-ch=0.163 mistral=0.146 mistral-=0.143 mpt=0.155 mpt-chat=0.150 2026-04-03 09:46:24,564 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 09:46:24,564 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-03 09:46:24,564 INFO │ chatgpt 0.9992 2026-04-03 09:46:24,564 INFO │ cohere 0.9911 2026-04-03 09:46:24,564 INFO │ cohere-chat 0.9970 2026-04-03 09:46:24,564 INFO │ gpt2 0.9739 2026-04-03 09:46:24,564 INFO │ gpt3 0.9979 2026-04-03 09:46:24,564 INFO │ gpt4 0.9987 2026-04-03 09:46:24,564 INFO │ llama-chat 0.9995 2026-04-03 09:46:24,565 INFO │ mistral 0.9813 2026-04-03 09:46:24,565 INFO │ mistral-chat 0.9974 2026-04-03 09:46:24,565 INFO │ mpt 0.9708 2026-04-03 09:46:24,565 INFO │ mpt-chat 0.9980 2026-04-03 09:46:24,565 INFO │ (prev best) 0.9913 2026-04-03 09:46:24,565 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 09:46:24,565 INFO │ article_deletion 0.9932 ~ 2026-04-03 09:46:24,565 INFO │ homoglyphs 0.9999 ~ 2026-04-03 09:46:24,565 INFO │ misspelling 0.9928 ~ 2026-04-03 09:46:24,565 INFO │ no_attack 0.9920 ~ 2026-04-03 09:46:24,565 INFO │ synonym_replacement 0.9906 ~ 2026-04-03 09:46:24,565 INFO │ t5_paraphrase 0.9600 ~ 2026-04-03 09:46:24,565 INFO └─────────────────────────────────────────────┘ 2026-04-03 09:46:24,565 INFO No improvement (3/25) best=0.9913 2026-04-03 09:46:35,530 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 09:46:35,531 INFO [Step 21/200] det=skip para=0.0000 raw_rwd=0.1461±0.0389 rwd=0.1461 2026-04-03 09:46:35,531 INFO per-gen rewards: chatgpt=0.142 cohere=0.108 cohere-c=0.158 gpt2=0.143 gpt3=0.142 gpt4=0.164 llama-ch=0.146 mistral=0.152 mistral-=0.150 mpt=0.162 mpt-chat=0.141 2026-04-03 09:46:46,264 INFO [Step 22/200] det=skip para=0.0000 raw_rwd=0.1543±0.0348 rwd=0.1543 2026-04-03 09:46:46,264 INFO per-gen rewards: chatgpt=0.141 cohere=0.173 cohere-c=0.143 gpt2=0.152 gpt3=0.162 gpt4=0.156 llama-ch=0.152 mistral=0.149 mistral-=0.125 mpt=0.174 mpt-chat=0.170 2026-04-03 09:46:56,961 INFO [Step 23/200] det=skip para=0.0000 raw_rwd=0.1527±0.0343 rwd=0.1527 2026-04-03 09:46:56,961 INFO per-gen rewards: chatgpt=0.159 cohere=0.143 cohere-c=0.154 gpt2=0.153 gpt3=0.162 gpt4=0.165 llama-ch=0.152 mistral=0.143 mistral-=0.143 mpt=0.174 mpt-chat=0.136 2026-04-03 09:47:07,692 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 09:47:07,692 INFO [Step 24/200] det=skip para=-0.0000 raw_rwd=0.1548±0.0392 rwd=0.1548 2026-04-03 09:47:07,692 INFO per-gen rewards: chatgpt=0.143 cohere=0.143 cohere-c=0.151 gpt2=0.153 gpt3=0.164 gpt4=0.140 llama-ch=0.182 mistral=0.170 mistral-=0.163 mpt=0.172 mpt-chat=0.121 2026-04-03 09:47:18,270 INFO [Step 25/200] det=skip para=0.0000 raw_rwd=0.1518±0.0315 rwd=0.1518 2026-04-03 09:47:18,270 INFO per-gen rewards: chatgpt=0.140 cohere=0.143 cohere-c=0.149 gpt2=0.128 gpt3=0.157 gpt4=0.167 llama-ch=0.141 mistral=0.151 mistral-=0.139 mpt=0.180 mpt-chat=0.169 2026-04-03 09:48:42,741 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 09:48:42,741 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-03 09:48:42,741 INFO │ chatgpt 0.9992 2026-04-03 09:48:42,741 INFO │ cohere 0.9911 2026-04-03 09:48:42,741 INFO │ cohere-chat 0.9970 2026-04-03 09:48:42,741 INFO │ gpt2 0.9739 2026-04-03 09:48:42,741 INFO │ gpt3 0.9979 2026-04-03 09:48:42,741 INFO │ gpt4 0.9987 2026-04-03 09:48:42,741 INFO │ llama-chat 0.9995 2026-04-03 09:48:42,741 INFO │ mistral 0.9813 2026-04-03 09:48:42,741 INFO │ mistral-chat 0.9974 2026-04-03 09:48:42,741 INFO │ mpt 0.9708 2026-04-03 09:48:42,741 INFO │ mpt-chat 0.9980 2026-04-03 09:48:42,741 INFO │ (prev best) 0.9913 2026-04-03 09:48:42,741 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 09:48:42,741 INFO │ article_deletion 0.9932 ~ 2026-04-03 09:48:42,741 INFO │ homoglyphs 0.9998 ~ 2026-04-03 09:48:42,741 INFO │ misspelling 0.9927 ~ 2026-04-03 09:48:42,741 INFO │ no_attack 0.9920 ~ 2026-04-03 09:48:42,741 INFO │ synonym_replacement 0.9910 ~ 2026-04-03 09:48:42,741 INFO │ t5_paraphrase 0.9600 ~ 2026-04-03 09:48:42,742 INFO └─────────────────────────────────────────────┘ 2026-04-03 09:48:42,742 INFO No improvement (4/25) best=0.9913 2026-04-03 09:48:53,773 INFO [Step 26/200] det=skip para=-0.0000 raw_rwd=0.1485±0.0391 rwd=0.1485 2026-04-03 09:48:53,773 INFO per-gen rewards: chatgpt=0.139 cohere=0.120 cohere-c=0.153 gpt2=0.139 gpt3=0.152 gpt4=0.147 llama-ch=0.175 mistral=0.170 mistral-=0.164 mpt=0.158 mpt-chat=0.123 2026-04-03 09:49:04,603 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 09:49:04,603 INFO [Step 27/200] det=skip para=-0.0000 raw_rwd=0.1563±0.0367 rwd=0.1563 2026-04-03 09:49:04,603 INFO per-gen rewards: chatgpt=0.170 cohere=0.135 cohere-c=0.153 gpt2=0.134 gpt3=0.161 gpt4=0.157 llama-ch=0.176 mistral=0.171 mistral-=0.161 mpt=0.143 mpt-chat=0.157 2026-04-03 09:49:15,353 INFO [Step 28/200] det=skip para=0.0000 raw_rwd=0.1548±0.0348 rwd=0.1548 2026-04-03 09:49:15,353 INFO per-gen rewards: chatgpt=0.172 cohere=0.161 cohere-c=0.168 gpt2=0.145 gpt3=0.156 gpt4=0.162 llama-ch=0.152 mistral=0.138 mistral-=0.135 mpt=0.148 mpt-chat=0.170 2026-04-03 09:49:26,381 INFO [Step 29/200] det=skip para=0.0000 raw_rwd=0.1477±0.0430 rwd=0.1477 2026-04-03 09:49:26,381 INFO per-gen rewards: chatgpt=0.127 cohere=0.172 cohere-c=0.150 gpt2=0.137 gpt3=0.141 gpt4=0.169 llama-ch=0.157 mistral=0.160 mistral-=0.135 mpt=0.154 mpt-chat=0.124 2026-04-03 09:49:37,499 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 09:49:37,500 INFO [Step 30/200] det=skip para=-0.0000 raw_rwd=0.1505±0.0434 rwd=0.1505 2026-04-03 09:49:37,500 INFO per-gen rewards: chatgpt=0.175 cohere=0.154 cohere-c=0.156 gpt2=0.151 gpt3=0.148 gpt4=0.118 llama-ch=0.142 mistral=0.161 mistral-=0.149 mpt=0.139 mpt-chat=0.168 2026-04-03 09:51:01,819 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 09:51:01,819 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-03 09:51:01,819 INFO │ chatgpt 0.9992 2026-04-03 09:51:01,819 INFO │ cohere 0.9911 2026-04-03 09:51:01,819 INFO │ cohere-chat 0.9970 2026-04-03 09:51:01,819 INFO │ gpt2 0.9739 2026-04-03 09:51:01,819 INFO │ gpt3 0.9979 2026-04-03 09:51:01,819 INFO │ gpt4 0.9987 2026-04-03 09:51:01,819 INFO │ llama-chat 0.9995 2026-04-03 09:51:01,819 INFO │ mistral 0.9813 2026-04-03 09:51:01,819 INFO │ mistral-chat 0.9974 2026-04-03 09:51:01,819 INFO │ mpt 0.9708 2026-04-03 09:51:01,819 INFO │ mpt-chat 0.9980 2026-04-03 09:51:01,819 INFO │ (prev best) 0.9913 2026-04-03 09:51:01,819 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 09:51:01,819 INFO │ article_deletion 0.9932 ~ 2026-04-03 09:51:01,819 INFO │ homoglyphs 0.9998 ~ 2026-04-03 09:51:01,819 INFO │ misspelling 0.9927 ~ 2026-04-03 09:51:01,819 INFO │ no_attack 0.9920 ~ 2026-04-03 09:51:01,819 INFO │ synonym_replacement 0.9907 ~ 2026-04-03 09:51:01,819 INFO │ t5_paraphrase 0.9600 ~ 2026-04-03 09:51:01,819 INFO └─────────────────────────────────────────────┘ 2026-04-03 09:51:01,819 INFO No improvement (5/25) best=0.9913 2026-04-03 09:51:12,806 INFO [Step 31/200] det=skip para=-0.0000 raw_rwd=0.1545±0.0346 rwd=0.1545 2026-04-03 09:51:12,806 INFO per-gen rewards: chatgpt=0.133 cohere=0.150 cohere-c=0.170 gpt2=0.167 gpt3=0.172 gpt4=0.162 llama-ch=0.162 mistral=0.135 mistral-=0.144 mpt=0.145 mpt-chat=0.159 2026-04-03 09:51:23,566 INFO [Step 32/200] det=skip para=-0.0000 raw_rwd=0.1568±0.0303 rwd=0.1568 2026-04-03 09:51:23,567 INFO per-gen rewards: chatgpt=0.162 cohere=0.148 cohere-c=0.179 gpt2=0.142 gpt3=0.132 gpt4=0.146 llama-ch=0.153 mistral=0.178 mistral-=0.161 mpt=0.167 mpt-chat=0.164 2026-04-03 09:51:34,499 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 09:51:34,500 INFO [Step 33/200] det=skip para=0.0000 raw_rwd=0.1510±0.0395 rwd=0.1510 2026-04-03 09:51:34,500 INFO per-gen rewards: chatgpt=0.168 cohere=0.156 cohere-c=0.170 gpt2=0.165 gpt3=0.141 gpt4=0.150 llama-ch=0.128 mistral=0.148 mistral-=0.149 mpt=0.134 mpt-chat=0.154 2026-04-03 09:51:45,145 INFO [Step 34/200] det=skip para=0.0000 raw_rwd=0.1624±0.0418 rwd=0.1624 2026-04-03 09:51:45,145 INFO per-gen rewards: chatgpt=0.169 cohere=0.166 cohere-c=0.171 gpt2=0.154 gpt3=0.172 gpt4=0.154 llama-ch=0.156 mistral=0.161 mistral-=0.160 mpt=0.164 mpt-chat=0.159 2026-04-03 09:51:55,854 INFO [Step 35/200] det=skip para=0.0000 raw_rwd=0.1522±0.0401 rwd=0.1522 2026-04-03 09:51:55,854 INFO per-gen rewards: chatgpt=0.155 cohere=0.184 cohere-c=0.174 gpt2=0.138 gpt3=0.168 gpt4=0.150 llama-ch=0.122 mistral=0.163 mistral-=0.145 mpt=0.138 mpt-chat=0.139 2026-04-03 09:53:20,153 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 09:53:20,153 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-03 09:53:20,153 INFO │ chatgpt 0.9992 2026-04-03 09:53:20,153 INFO │ cohere 0.9911 2026-04-03 09:53:20,153 INFO │ cohere-chat 0.9970 2026-04-03 09:53:20,153 INFO │ gpt2 0.9739 2026-04-03 09:53:20,154 INFO │ gpt3 0.9979 2026-04-03 09:53:20,154 INFO │ gpt4 0.9987 2026-04-03 09:53:20,154 INFO │ llama-chat 0.9995 2026-04-03 09:53:20,154 INFO │ mistral 0.9813 2026-04-03 09:53:20,154 INFO │ mistral-chat 0.9974 2026-04-03 09:53:20,154 INFO │ mpt 0.9708 2026-04-03 09:53:20,154 INFO │ mpt-chat 0.9980 2026-04-03 09:53:20,154 INFO │ (prev best) 0.9913 2026-04-03 09:53:20,154 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 09:53:20,154 INFO │ article_deletion 0.9934 ~ 2026-04-03 09:53:20,154 INFO │ homoglyphs 0.9998 ~ 2026-04-03 09:53:20,154 INFO │ misspelling 0.9926 ~ 2026-04-03 09:53:20,154 INFO │ no_attack 0.9920 ~ 2026-04-03 09:53:20,154 INFO │ synonym_replacement 0.9908 ~ 2026-04-03 09:53:20,154 INFO │ t5_paraphrase 0.9600 ~ 2026-04-03 09:53:20,154 INFO └─────────────────────────────────────────────┘ 2026-04-03 09:53:20,154 INFO No improvement (6/25) best=0.9913 2026-04-03 09:53:31,174 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 09:53:31,175 INFO [Step 36/200] det=skip para=-0.0000 raw_rwd=0.1576±0.0335 rwd=0.1576 2026-04-03 09:53:31,175 INFO per-gen rewards: chatgpt=0.143 cohere=0.168 cohere-c=0.154 gpt2=0.163 gpt3=0.151 gpt4=0.148 llama-ch=0.158 mistral=0.162 mistral-=0.180 mpt=0.171 mpt-chat=0.134 2026-04-03 09:53:42,030 INFO [Step 37/200] det=skip para=0.0000 raw_rwd=0.1523±0.0346 rwd=0.1523 2026-04-03 09:53:42,030 INFO per-gen rewards: chatgpt=0.137 cohere=0.148 cohere-c=0.148 gpt2=0.161 gpt3=0.167 gpt4=0.149 llama-ch=0.154 mistral=0.156 mistral-=0.157 mpt=0.164 mpt-chat=0.138 2026-04-03 09:53:52,696 INFO [Step 38/200] det=skip para=0.0000 raw_rwd=0.1479±0.0353 rwd=0.1479 2026-04-03 09:53:52,696 INFO per-gen rewards: chatgpt=0.170 cohere=0.161 cohere-c=0.163 gpt2=0.156 gpt3=0.143 gpt4=0.107 llama-ch=0.157 mistral=0.130 mistral-=0.159 mpt=0.143 mpt-chat=0.137 2026-04-03 09:54:03,243 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 09:54:03,243 INFO [Step 39/200] det=skip para=0.0000 raw_rwd=0.1485±0.0404 rwd=0.1485 2026-04-03 09:54:03,243 INFO per-gen rewards: chatgpt=0.171 cohere=0.150 cohere-c=0.159 gpt2=0.149 gpt3=0.142 gpt4=0.119 llama-ch=0.129 mistral=0.164 mistral-=0.159 mpt=0.143 mpt-chat=0.147 2026-04-03 09:54:13,898 INFO [Step 40/200] det=skip para=-0.0000 raw_rwd=0.1523±0.0388 rwd=0.1523 2026-04-03 09:54:13,898 INFO per-gen rewards: chatgpt=0.168 cohere=0.121 cohere-c=0.159 gpt2=0.182 gpt3=0.157 gpt4=0.137 llama-ch=0.160 mistral=0.140 mistral-=0.154 mpt=0.156 mpt-chat=0.141 2026-04-03 09:55:38,099 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 09:55:38,099 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-03 09:55:38,099 INFO │ chatgpt 0.9992 2026-04-03 09:55:38,099 INFO │ cohere 0.9911 2026-04-03 09:55:38,099 INFO │ cohere-chat 0.9970 2026-04-03 09:55:38,099 INFO │ gpt2 0.9739 2026-04-03 09:55:38,099 INFO │ gpt3 0.9979 2026-04-03 09:55:38,099 INFO │ gpt4 0.9987 2026-04-03 09:55:38,099 INFO │ llama-chat 0.9995 2026-04-03 09:55:38,099 INFO │ mistral 0.9813 2026-04-03 09:55:38,099 INFO │ mistral-chat 0.9974 2026-04-03 09:55:38,099 INFO │ mpt 0.9708 2026-04-03 09:55:38,099 INFO │ mpt-chat 0.9980 2026-04-03 09:55:38,099 INFO │ (prev best) 0.9913 2026-04-03 09:55:38,099 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 09:55:38,099 INFO │ article_deletion 0.9933 ~ 2026-04-03 09:55:38,099 INFO │ homoglyphs 0.9998 ~ 2026-04-03 09:55:38,100 INFO │ misspelling 0.9930 ~ 2026-04-03 09:55:38,100 INFO │ no_attack 0.9920 ~ 2026-04-03 09:55:38,100 INFO │ synonym_replacement 0.9907 ~ 2026-04-03 09:55:38,100 INFO │ t5_paraphrase 0.9600 ~ 2026-04-03 09:55:38,100 INFO └─────────────────────────────────────────────┘ 2026-04-03 09:55:38,100 INFO No improvement (7/25) best=0.9913 2026-04-03 09:55:49,071 INFO [Step 41/200] det=skip para=0.0000 raw_rwd=0.1546±0.0412 rwd=0.1546 2026-04-03 09:55:49,071 INFO per-gen rewards: chatgpt=0.151 cohere=0.156 cohere-c=0.160 gpt2=0.129 gpt3=0.159 gpt4=0.156 llama-ch=0.155 mistral=0.168 mistral-=0.179 mpt=0.133 mpt-chat=0.156 2026-04-03 09:55:59,834 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 09:55:59,835 INFO [Step 42/200] det=skip para=-0.0000 raw_rwd=0.1537±0.0361 rwd=0.1537 2026-04-03 09:55:59,835 INFO per-gen rewards: chatgpt=0.162 cohere=0.167 cohere-c=0.141 gpt2=0.163 gpt3=0.155 gpt4=0.153 llama-ch=0.145 mistral=0.138 mistral-=0.165 mpt=0.163 mpt-chat=0.140 2026-04-03 09:56:10,798 INFO [Step 43/200] det=skip para=-0.0000 raw_rwd=0.1497±0.0402 rwd=0.1497 2026-04-03 09:56:10,798 INFO per-gen rewards: chatgpt=0.134 cohere=0.160 cohere-c=0.164 gpt2=0.145 gpt3=0.171 gpt4=0.149 llama-ch=0.130 mistral=0.151 mistral-=0.164 mpt=0.159 mpt-chat=0.126 2026-04-03 09:56:21,541 INFO [Step 44/200] det=skip para=-0.0000 raw_rwd=0.1541±0.0377 rwd=0.1541 2026-04-03 09:56:21,541 INFO per-gen rewards: chatgpt=0.127 cohere=0.166 cohere-c=0.175 gpt2=0.120 gpt3=0.180 gpt4=0.139 llama-ch=0.157 mistral=0.171 mistral-=0.131 mpt=0.166 mpt-chat=0.169 2026-04-03 09:56:32,582 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 09:56:32,583 INFO [Step 45/200] det=skip para=0.0000 raw_rwd=0.1451±0.0481 rwd=0.1451 2026-04-03 09:56:32,583 INFO per-gen rewards: chatgpt=0.157 cohere=0.164 cohere-c=0.168 gpt2=0.155 gpt3=0.145 gpt4=0.139 llama-ch=0.116 mistral=0.128 mistral-=0.143 mpt=0.127 mpt-chat=0.160 2026-04-03 09:57:56,894 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 09:57:56,895 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-03 09:57:56,895 INFO │ chatgpt 0.9992 2026-04-03 09:57:56,895 INFO │ cohere 0.9911 2026-04-03 09:57:56,895 INFO │ cohere-chat 0.9970 2026-04-03 09:57:56,895 INFO │ gpt2 0.9739 2026-04-03 09:57:56,895 INFO │ gpt3 0.9979 2026-04-03 09:57:56,895 INFO │ gpt4 0.9987 2026-04-03 09:57:56,895 INFO │ llama-chat 0.9995 2026-04-03 09:57:56,895 INFO │ mistral 0.9813 2026-04-03 09:57:56,895 INFO │ mistral-chat 0.9974 2026-04-03 09:57:56,895 INFO │ mpt 0.9708 2026-04-03 09:57:56,895 INFO │ mpt-chat 0.9980 2026-04-03 09:57:56,895 INFO │ (prev best) 0.9913 2026-04-03 09:57:56,895 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 09:57:56,895 INFO │ article_deletion 0.9934 ~ 2026-04-03 09:57:56,895 INFO │ homoglyphs 0.9998 ~ 2026-04-03 09:57:56,895 INFO │ misspelling 0.9926 ~ 2026-04-03 09:57:56,895 INFO │ no_attack 0.9920 ~ 2026-04-03 09:57:56,895 INFO │ synonym_replacement 0.9908 ~ 2026-04-03 09:57:56,895 INFO │ t5_paraphrase 0.9600 ~ 2026-04-03 09:57:56,895 INFO └─────────────────────────────────────────────┘ 2026-04-03 09:57:56,895 INFO No improvement (8/25) best=0.9913 2026-04-03 09:58:08,038 INFO [Step 46/200] det=skip para=0.0000 raw_rwd=0.1537±0.0415 rwd=0.1537 2026-04-03 09:58:08,039 INFO per-gen rewards: chatgpt=0.174 cohere=0.170 cohere-c=0.164 gpt2=0.123 gpt3=0.145 gpt4=0.132 llama-ch=0.164 mistral=0.145 mistral-=0.176 mpt=0.155 mpt-chat=0.142 2026-04-03 09:58:18,996 INFO [Step 47/200] det=skip para=-0.0000 raw_rwd=0.1501±0.0368 rwd=0.1501 2026-04-03 09:58:18,996 INFO per-gen rewards: chatgpt=0.157 cohere=0.131 cohere-c=0.164 gpt2=0.155 gpt3=0.163 gpt4=0.128 llama-ch=0.156 mistral=0.165 mistral-=0.144 mpt=0.122 mpt-chat=0.162 2026-04-03 09:58:29,877 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 09:58:29,878 INFO [Step 48/200] det=skip para=-0.0000 raw_rwd=0.1544±0.0387 rwd=0.1544 2026-04-03 09:58:29,878 INFO per-gen rewards: chatgpt=0.148 cohere=0.163 cohere-c=0.146 gpt2=0.181 gpt3=0.173 gpt4=0.136 llama-ch=0.136 mistral=0.153 mistral-=0.141 mpt=0.159 mpt-chat=0.164 2026-04-03 09:58:40,771 INFO [Step 49/200] det=skip para=-0.0000 raw_rwd=0.1533±0.0415 rwd=0.1533 2026-04-03 09:58:40,771 INFO per-gen rewards: chatgpt=0.141 cohere=0.146 cohere-c=0.160 gpt2=0.140 gpt3=0.150 gpt4=0.163 llama-ch=0.131 mistral=0.175 mistral-=0.163 mpt=0.146 mpt-chat=0.169 2026-04-03 09:58:51,530 INFO [Step 50/200] det=skip para=0.0000 raw_rwd=0.1479±0.0405 rwd=0.1479 2026-04-03 09:58:51,530 INFO per-gen rewards: chatgpt=0.149 cohere=0.147 cohere-c=0.137 gpt2=0.172 gpt3=0.152 gpt4=0.153 llama-ch=0.156 mistral=0.149 mistral-=0.132 mpt=0.137 mpt-chat=0.146 2026-04-03 10:00:16,135 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:00:16,135 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-03 10:00:16,135 INFO │ chatgpt 0.9992 2026-04-03 10:00:16,135 INFO │ cohere 0.9911 2026-04-03 10:00:16,135 INFO │ cohere-chat 0.9970 2026-04-03 10:00:16,135 INFO │ gpt2 0.9739 2026-04-03 10:00:16,135 INFO │ gpt3 0.9979 2026-04-03 10:00:16,135 INFO │ gpt4 0.9987 2026-04-03 10:00:16,135 INFO │ llama-chat 0.9995 2026-04-03 10:00:16,135 INFO │ mistral 0.9813 2026-04-03 10:00:16,135 INFO │ mistral-chat 0.9974 2026-04-03 10:00:16,135 INFO │ mpt 0.9708 2026-04-03 10:00:16,135 INFO │ mpt-chat 0.9980 2026-04-03 10:00:16,135 INFO │ (prev best) 0.9913 2026-04-03 10:00:16,135 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:00:16,135 INFO │ article_deletion 0.9933 ~ 2026-04-03 10:00:16,135 INFO │ homoglyphs 0.9998 ~ 2026-04-03 10:00:16,135 INFO │ misspelling 0.9924 ~ 2026-04-03 10:00:16,135 INFO │ no_attack 0.9920 ~ 2026-04-03 10:00:16,135 INFO │ synonym_replacement 0.9905 ~ 2026-04-03 10:00:16,135 INFO │ t5_paraphrase 0.9600 ~ 2026-04-03 10:00:16,135 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:00:16,135 INFO No improvement (9/25) best=0.9913 2026-04-03 10:00:27,199 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 10:00:27,200 INFO [Step 51/200] det=skip para=0.0000 raw_rwd=0.1535±0.0363 rwd=0.1535 2026-04-03 10:00:27,200 INFO per-gen rewards: chatgpt=0.129 cohere=0.146 cohere-c=0.146 gpt2=0.153 gpt3=0.165 gpt4=0.152 llama-ch=0.157 mistral=0.149 mistral-=0.171 mpt=0.176 mpt-chat=0.147 2026-04-03 10:00:42,054 INFO [Step 52/200] det=skip para=0.0000 raw_rwd=0.1530±0.0379 rwd=0.1530 2026-04-03 10:00:42,054 INFO per-gen rewards: chatgpt=0.151 cohere=0.149 cohere-c=0.166 gpt2=0.163 gpt3=0.145 gpt4=0.164 llama-ch=0.116 mistral=0.149 mistral-=0.169 mpt=0.166 mpt-chat=0.148 2026-04-03 10:00:52,812 INFO [Step 53/200] det=skip para=-0.0000 raw_rwd=0.1432±0.0476 rwd=0.1432 2026-04-03 10:00:52,812 INFO per-gen rewards: chatgpt=0.113 cohere=0.149 cohere-c=0.141 gpt2=0.162 gpt3=0.134 gpt4=0.120 llama-ch=0.138 mistral=0.146 mistral-=0.123 mpt=0.178 mpt-chat=0.172 2026-04-03 10:01:03,488 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 10:01:03,489 INFO [Step 54/200] det=skip para=0.0000 raw_rwd=0.1490±0.0388 rwd=0.1490 2026-04-03 10:01:03,489 INFO per-gen rewards: chatgpt=0.116 cohere=0.135 cohere-c=0.142 gpt2=0.163 gpt3=0.156 gpt4=0.167 llama-ch=0.169 mistral=0.166 mistral-=0.153 mpt=0.112 mpt-chat=0.152 2026-04-03 10:01:14,270 INFO [Step 55/200] det=skip para=-0.0000 raw_rwd=0.1502±0.0390 rwd=0.1502 2026-04-03 10:01:14,270 INFO per-gen rewards: chatgpt=0.140 cohere=0.163 cohere-c=0.148 gpt2=0.137 gpt3=0.145 gpt4=0.153 llama-ch=0.158 mistral=0.147 mistral-=0.166 mpt=0.165 mpt-chat=0.132 2026-04-03 10:02:38,591 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:02:38,591 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-03 10:02:38,592 INFO │ chatgpt 0.9992 2026-04-03 10:02:38,592 INFO │ cohere 0.9911 2026-04-03 10:02:38,592 INFO │ cohere-chat 0.9970 2026-04-03 10:02:38,592 INFO │ gpt2 0.9739 2026-04-03 10:02:38,592 INFO │ gpt3 0.9979 2026-04-03 10:02:38,592 INFO │ gpt4 0.9987 2026-04-03 10:02:38,592 INFO │ llama-chat 0.9995 2026-04-03 10:02:38,592 INFO │ mistral 0.9813 2026-04-03 10:02:38,592 INFO │ mistral-chat 0.9974 2026-04-03 10:02:38,592 INFO │ mpt 0.9708 2026-04-03 10:02:38,592 INFO │ mpt-chat 0.9980 2026-04-03 10:02:38,592 INFO │ (prev best) 0.9913 2026-04-03 10:02:38,592 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:02:38,592 INFO │ article_deletion 0.9935 ~ 2026-04-03 10:02:38,592 INFO │ homoglyphs 0.9999 ~ 2026-04-03 10:02:38,592 INFO │ misspelling 0.9930 ~ 2026-04-03 10:02:38,592 INFO │ no_attack 0.9920 ~ 2026-04-03 10:02:38,592 INFO │ synonym_replacement 0.9908 ~ 2026-04-03 10:02:38,592 INFO │ t5_paraphrase 0.9600 ~ 2026-04-03 10:02:38,592 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:02:38,592 INFO No improvement (10/25) best=0.9913 2026-04-03 10:02:49,570 INFO [Step 56/200] det=skip para=-0.0000 raw_rwd=0.1507±0.0389 rwd=0.1507 2026-04-03 10:02:49,570 INFO per-gen rewards: chatgpt=0.156 cohere=0.125 cohere-c=0.140 gpt2=0.138 gpt3=0.137 gpt4=0.155 llama-ch=0.169 mistral=0.149 mistral-=0.169 mpt=0.148 mpt-chat=0.165 2026-04-03 10:03:00,337 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 10:03:00,337 INFO [Step 57/200] det=skip para=-0.0000 raw_rwd=0.1521±0.0379 rwd=0.1521 2026-04-03 10:03:00,337 INFO per-gen rewards: chatgpt=0.162 cohere=0.137 cohere-c=0.175 gpt2=0.170 gpt3=0.143 gpt4=0.144 llama-ch=0.142 mistral=0.188 mistral-=0.146 mpt=0.135 mpt-chat=0.133 2026-04-03 10:03:11,049 INFO [Step 58/200] det=skip para=-0.0000 raw_rwd=0.1474±0.0418 rwd=0.1474 2026-04-03 10:03:11,049 INFO per-gen rewards: chatgpt=0.125 cohere=0.135 cohere-c=0.166 gpt2=0.148 gpt3=0.153 gpt4=0.158 llama-ch=0.131 mistral=0.133 mistral-=0.140 mpt=0.167 mpt-chat=0.166 2026-04-03 10:03:22,035 INFO [Step 59/200] det=skip para=0.0000 raw_rwd=0.1416±0.0432 rwd=0.1416 2026-04-03 10:03:22,035 INFO per-gen rewards: chatgpt=0.128 cohere=0.131 cohere-c=0.146 gpt2=0.135 gpt3=0.128 gpt4=0.144 llama-ch=0.152 mistral=0.134 mistral-=0.145 mpt=0.149 mpt-chat=0.168 2026-04-03 10:03:32,598 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 10:03:32,598 INFO [Step 60/200] det=skip para=0.0000 raw_rwd=0.1541±0.0416 rwd=0.1541 2026-04-03 10:03:32,598 INFO per-gen rewards: chatgpt=0.149 cohere=0.159 cohere-c=0.147 gpt2=0.170 gpt3=0.122 gpt4=0.164 llama-ch=0.145 mistral=0.146 mistral-=0.168 mpt=0.191 mpt-chat=0.129 2026-04-03 10:04:57,000 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:04:57,001 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-03 10:04:57,001 INFO │ chatgpt 0.9992 2026-04-03 10:04:57,001 INFO │ cohere 0.9911 2026-04-03 10:04:57,001 INFO │ cohere-chat 0.9970 2026-04-03 10:04:57,001 INFO │ gpt2 0.9739 2026-04-03 10:04:57,001 INFO │ gpt3 0.9979 2026-04-03 10:04:57,001 INFO │ gpt4 0.9987 2026-04-03 10:04:57,001 INFO │ llama-chat 0.9995 2026-04-03 10:04:57,001 INFO │ mistral 0.9813 2026-04-03 10:04:57,001 INFO │ mistral-chat 0.9974 2026-04-03 10:04:57,001 INFO │ mpt 0.9708 2026-04-03 10:04:57,001 INFO │ mpt-chat 0.9980 2026-04-03 10:04:57,001 INFO │ (prev best) 0.9913 2026-04-03 10:04:57,001 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:04:57,001 INFO │ article_deletion 0.9931 ~ 2026-04-03 10:04:57,001 INFO │ homoglyphs 0.9998 ~ 2026-04-03 10:04:57,001 INFO │ misspelling 0.9930 ~ 2026-04-03 10:04:57,001 INFO │ no_attack 0.9920 ~ 2026-04-03 10:04:57,001 INFO │ synonym_replacement 0.9906 ~ 2026-04-03 10:04:57,001 INFO │ t5_paraphrase 0.9600 ~ 2026-04-03 10:04:57,001 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:04:57,001 INFO No improvement (11/25) best=0.9913 2026-04-03 10:05:07,831 INFO [Step 61/200] det=skip para=-0.0000 raw_rwd=0.1477±0.0359 rwd=0.1477 2026-04-03 10:05:07,831 INFO per-gen rewards: chatgpt=0.133 cohere=0.158 cohere-c=0.160 gpt2=0.145 gpt3=0.149 gpt4=0.169 llama-ch=0.145 mistral=0.132 mistral-=0.156 mpt=0.124 mpt-chat=0.148 2026-04-03 10:05:18,577 INFO [Step 62/200] det=skip para=0.0000 raw_rwd=0.1521±0.0366 rwd=0.1521 2026-04-03 10:05:18,577 INFO per-gen rewards: chatgpt=0.150 cohere=0.154 cohere-c=0.164 gpt2=0.130 gpt3=0.138 gpt4=0.148 llama-ch=0.160 mistral=0.145 mistral-=0.166 mpt=0.170 mpt-chat=0.152 2026-04-03 10:05:29,346 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 10:05:29,346 INFO [Step 63/200] det=skip para=-0.0000 raw_rwd=0.1506±0.0397 rwd=0.1506 2026-04-03 10:05:29,346 INFO per-gen rewards: chatgpt=0.126 cohere=0.141 cohere-c=0.168 gpt2=0.157 gpt3=0.168 gpt4=0.149 llama-ch=0.157 mistral=0.126 mistral-=0.145 mpt=0.170 mpt-chat=0.148 2026-04-03 10:05:40,328 INFO [Step 64/200] det=skip para=-0.0000 raw_rwd=0.1407±0.0463 rwd=0.1407 2026-04-03 10:05:40,329 INFO per-gen rewards: chatgpt=0.108 cohere=0.164 cohere-c=0.154 gpt2=0.154 gpt3=0.151 gpt4=0.119 llama-ch=0.147 mistral=0.132 mistral-=0.136 mpt=0.145 mpt-chat=0.136 2026-04-03 10:05:51,050 INFO [Step 65/200] det=skip para=0.0000 raw_rwd=0.1539±0.0347 rwd=0.1539 2026-04-03 10:05:51,050 INFO per-gen rewards: chatgpt=0.172 cohere=0.139 cohere-c=0.175 gpt2=0.147 gpt3=0.140 gpt4=0.143 llama-ch=0.161 mistral=0.147 mistral-=0.159 mpt=0.166 mpt-chat=0.139 2026-04-03 10:07:15,475 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:07:15,475 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-03 10:07:15,475 INFO │ chatgpt 0.9992 2026-04-03 10:07:15,475 INFO │ cohere 0.9911 2026-04-03 10:07:15,475 INFO │ cohere-chat 0.9970 2026-04-03 10:07:15,475 INFO │ gpt2 0.9739 2026-04-03 10:07:15,475 INFO │ gpt3 0.9979 2026-04-03 10:07:15,476 INFO │ gpt4 0.9987 2026-04-03 10:07:15,476 INFO │ llama-chat 0.9995 2026-04-03 10:07:15,476 INFO │ mistral 0.9813 2026-04-03 10:07:15,476 INFO │ mistral-chat 0.9974 2026-04-03 10:07:15,476 INFO │ mpt 0.9708 2026-04-03 10:07:15,476 INFO │ mpt-chat 0.9980 2026-04-03 10:07:15,476 INFO │ (prev best) 0.9913 2026-04-03 10:07:15,476 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:07:15,476 INFO │ article_deletion 0.9934 ~ 2026-04-03 10:07:15,476 INFO │ homoglyphs 0.9998 ~ 2026-04-03 10:07:15,476 INFO │ misspelling 0.9931 ~ 2026-04-03 10:07:15,476 INFO │ no_attack 0.9920 ~ 2026-04-03 10:07:15,476 INFO │ synonym_replacement 0.9911 ~ 2026-04-03 10:07:15,476 INFO │ t5_paraphrase 0.9600 ~ 2026-04-03 10:07:15,476 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:07:15,476 INFO No improvement (12/25) best=0.9913 2026-04-03 10:07:26,455 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 10:07:26,456 INFO [Step 66/200] det=skip para=0.0000 raw_rwd=0.1595±0.0354 rwd=0.1595 2026-04-03 10:07:26,456 INFO per-gen rewards: chatgpt=0.143 cohere=0.172 cohere-c=0.177 gpt2=0.163 gpt3=0.175 gpt4=0.164 llama-ch=0.164 mistral=0.143 mistral-=0.157 mpt=0.167 mpt-chat=0.131 2026-04-03 10:07:37,226 INFO [Step 67/200] det=skip para=-0.0000 raw_rwd=0.1477±0.0370 rwd=0.1477 2026-04-03 10:07:37,226 INFO per-gen rewards: chatgpt=0.124 cohere=0.168 cohere-c=0.155 gpt2=0.139 gpt3=0.169 gpt4=0.151 llama-ch=0.129 mistral=0.149 mistral-=0.148 mpt=0.156 mpt-chat=0.132 2026-04-03 10:07:48,756 INFO [Step 68/200] det=skip para=-0.0000 raw_rwd=0.1606±0.0266 rwd=0.1606 2026-04-03 10:07:48,756 INFO per-gen rewards: chatgpt=0.163 cohere=0.161 cohere-c=0.160 gpt2=0.168 gpt3=0.165 gpt4=0.153 llama-ch=0.161 mistral=0.166 mistral-=0.150 mpt=0.143 mpt-chat=0.173 2026-04-03 10:07:59,811 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 10:07:59,811 INFO [Step 69/200] det=skip para=-0.0000 raw_rwd=0.1435±0.0441 rwd=0.1435 2026-04-03 10:07:59,811 INFO per-gen rewards: chatgpt=0.103 cohere=0.120 cohere-c=0.166 gpt2=0.154 gpt3=0.136 gpt4=0.153 llama-ch=0.161 mistral=0.124 mistral-=0.146 mpt=0.148 mpt-chat=0.165 2026-04-03 10:08:10,835 INFO [Step 70/200] det=skip para=0.0000 raw_rwd=0.1601±0.0357 rwd=0.1601 2026-04-03 10:08:10,836 INFO per-gen rewards: chatgpt=0.144 cohere=0.142 cohere-c=0.144 gpt2=0.170 gpt3=0.180 gpt4=0.152 llama-ch=0.149 mistral=0.161 mistral-=0.168 mpt=0.176 mpt-chat=0.173 2026-04-03 10:09:35,235 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:09:35,236 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-03 10:09:35,236 INFO │ chatgpt 0.9992 2026-04-03 10:09:35,236 INFO │ cohere 0.9911 2026-04-03 10:09:35,236 INFO │ cohere-chat 0.9970 2026-04-03 10:09:35,236 INFO │ gpt2 0.9739 2026-04-03 10:09:35,236 INFO │ gpt3 0.9979 2026-04-03 10:09:35,236 INFO │ gpt4 0.9987 2026-04-03 10:09:35,236 INFO │ llama-chat 0.9995 2026-04-03 10:09:35,236 INFO │ mistral 0.9813 2026-04-03 10:09:35,236 INFO │ mistral-chat 0.9974 2026-04-03 10:09:35,236 INFO │ mpt 0.9708 2026-04-03 10:09:35,236 INFO │ mpt-chat 0.9980 2026-04-03 10:09:35,236 INFO │ (prev best) 0.9913 2026-04-03 10:09:35,236 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:09:35,236 INFO │ article_deletion 0.9930 ~ 2026-04-03 10:09:35,236 INFO │ homoglyphs 0.9999 ~ 2026-04-03 10:09:35,236 INFO │ misspelling 0.9934 ~ 2026-04-03 10:09:35,236 INFO │ no_attack 0.9920 ~ 2026-04-03 10:09:35,236 INFO │ synonym_replacement 0.9906 ~ 2026-04-03 10:09:35,236 INFO │ t5_paraphrase 0.9600 ~ 2026-04-03 10:09:35,236 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:09:35,236 INFO No improvement (13/25) best=0.9913 2026-04-03 10:09:46,190 INFO [Step 71/200] det=skip para=-0.0000 raw_rwd=0.1464±0.0390 rwd=0.1464 2026-04-03 10:09:46,191 INFO per-gen rewards: chatgpt=0.139 cohere=0.152 cohere-c=0.130 gpt2=0.147 gpt3=0.144 gpt4=0.143 llama-ch=0.165 mistral=0.157 mistral-=0.157 mpt=0.130 mpt-chat=0.145 2026-04-03 10:09:56,887 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 10:09:56,888 INFO [Step 72/200] det=skip para=-0.0000 raw_rwd=0.1554±0.0320 rwd=0.1554 2026-04-03 10:09:56,888 INFO per-gen rewards: chatgpt=0.185 cohere=0.155 cohere-c=0.159 gpt2=0.147 gpt3=0.172 gpt4=0.163 llama-ch=0.147 mistral=0.154 mistral-=0.155 mpt=0.143 mpt-chat=0.139 2026-04-03 10:10:07,621 INFO [Step 73/200] det=skip para=-0.0000 raw_rwd=0.1494±0.0400 rwd=0.1494 2026-04-03 10:10:07,621 INFO per-gen rewards: chatgpt=0.154 cohere=0.138 cohere-c=0.127 gpt2=0.143 gpt3=0.159 gpt4=0.159 llama-ch=0.152 mistral=0.155 mistral-=0.168 mpt=0.148 mpt-chat=0.138 2026-04-03 10:10:18,311 INFO [Step 74/200] det=skip para=-0.0000 raw_rwd=0.1530±0.0378 rwd=0.1530 2026-04-03 10:10:18,312 INFO per-gen rewards: chatgpt=0.140 cohere=0.163 cohere-c=0.127 gpt2=0.176 gpt3=0.163 gpt4=0.161 llama-ch=0.137 mistral=0.155 mistral-=0.136 mpt=0.154 mpt-chat=0.169 2026-04-03 10:10:29,056 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 10:10:29,056 INFO [Step 75/200] det=skip para=0.0000 raw_rwd=0.1516±0.0410 rwd=0.1516 2026-04-03 10:10:29,056 INFO per-gen rewards: chatgpt=0.114 cohere=0.140 cohere-c=0.155 gpt2=0.159 gpt3=0.133 gpt4=0.166 llama-ch=0.168 mistral=0.141 mistral-=0.160 mpt=0.162 mpt-chat=0.166 2026-04-03 10:11:53,427 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:11:53,427 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-03 10:11:53,427 INFO │ chatgpt 0.9992 2026-04-03 10:11:53,427 INFO │ cohere 0.9911 2026-04-03 10:11:53,427 INFO │ cohere-chat 0.9970 2026-04-03 10:11:53,427 INFO │ gpt2 0.9739 2026-04-03 10:11:53,427 INFO │ gpt3 0.9979 2026-04-03 10:11:53,427 INFO │ gpt4 0.9987 2026-04-03 10:11:53,427 INFO │ llama-chat 0.9995 2026-04-03 10:11:53,427 INFO │ mistral 0.9813 2026-04-03 10:11:53,427 INFO │ mistral-chat 0.9974 2026-04-03 10:11:53,427 INFO │ mpt 0.9708 2026-04-03 10:11:53,427 INFO │ mpt-chat 0.9980 2026-04-03 10:11:53,427 INFO │ (prev best) 0.9913 2026-04-03 10:11:53,427 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:11:53,427 INFO │ article_deletion 0.9933 ~ 2026-04-03 10:11:53,427 INFO │ homoglyphs 0.9998 ~ 2026-04-03 10:11:53,427 INFO │ misspelling 0.9932 ~ 2026-04-03 10:11:53,427 INFO │ no_attack 0.9920 ~ 2026-04-03 10:11:53,427 INFO │ synonym_replacement 0.9912 ~ 2026-04-03 10:11:53,427 INFO │ t5_paraphrase 0.9600 ~ 2026-04-03 10:11:53,427 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:11:53,427 INFO No improvement (14/25) best=0.9913 2026-04-03 10:12:04,465 INFO [Step 76/200] det=skip para=-0.0000 raw_rwd=0.1630±0.0319 rwd=0.1630 2026-04-03 10:12:04,466 INFO per-gen rewards: chatgpt=0.164 cohere=0.170 cohere-c=0.175 gpt2=0.157 gpt3=0.184 gpt4=0.164 llama-ch=0.140 mistral=0.141 mistral-=0.162 mpt=0.168 mpt-chat=0.166 2026-04-03 10:12:15,180 INFO [Step 77/200] det=skip para=-0.0000 raw_rwd=0.1608±0.0279 rwd=0.1608 2026-04-03 10:12:15,180 INFO per-gen rewards: chatgpt=0.158 cohere=0.129 cohere-c=0.163 gpt2=0.152 gpt3=0.160 gpt4=0.181 llama-ch=0.171 mistral=0.159 mistral-=0.174 mpt=0.166 mpt-chat=0.155 2026-04-03 10:12:25,888 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 10:12:25,888 INFO [Step 78/200] det=skip para=-0.0000 raw_rwd=0.1519±0.0359 rwd=0.1519 2026-04-03 10:12:25,888 INFO per-gen rewards: chatgpt=0.157 cohere=0.131 cohere-c=0.159 gpt2=0.165 gpt3=0.174 gpt4=0.120 llama-ch=0.142 mistral=0.162 mistral-=0.142 mpt=0.159 mpt-chat=0.165 2026-04-03 10:12:36,694 INFO [Step 79/200] det=skip para=-0.0000 raw_rwd=0.1514±0.0365 rwd=0.1514 2026-04-03 10:12:36,694 INFO per-gen rewards: chatgpt=0.113 cohere=0.173 cohere-c=0.150 gpt2=0.136 gpt3=0.150 gpt4=0.165 llama-ch=0.161 mistral=0.148 mistral-=0.161 mpt=0.164 mpt-chat=0.143 2026-04-03 10:12:47,580 INFO [Step 80/200] det=skip para=-0.0000 raw_rwd=0.1514±0.0482 rwd=0.1514 2026-04-03 10:12:47,580 INFO per-gen rewards: chatgpt=0.171 cohere=0.157 cohere-c=0.115 gpt2=0.152 gpt3=0.160 gpt4=0.157 llama-ch=0.153 mistral=0.152 mistral-=0.154 mpt=0.126 mpt-chat=0.171 2026-04-03 10:14:12,022 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:14:12,022 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-03 10:14:12,022 INFO │ chatgpt 0.9992 2026-04-03 10:14:12,022 INFO │ cohere 0.9911 2026-04-03 10:14:12,022 INFO │ cohere-chat 0.9970 2026-04-03 10:14:12,022 INFO │ gpt2 0.9739 2026-04-03 10:14:12,022 INFO │ gpt3 0.9979 2026-04-03 10:14:12,022 INFO │ gpt4 0.9987 2026-04-03 10:14:12,022 INFO │ llama-chat 0.9995 2026-04-03 10:14:12,022 INFO │ mistral 0.9813 2026-04-03 10:14:12,022 INFO │ mistral-chat 0.9974 2026-04-03 10:14:12,023 INFO │ mpt 0.9708 2026-04-03 10:14:12,023 INFO │ mpt-chat 0.9980 2026-04-03 10:14:12,023 INFO │ (prev best) 0.9913 2026-04-03 10:14:12,023 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:14:12,023 INFO │ article_deletion 0.9933 ~ 2026-04-03 10:14:12,023 INFO │ homoglyphs 0.9998 ~ 2026-04-03 10:14:12,023 INFO │ misspelling 0.9929 ~ 2026-04-03 10:14:12,023 INFO │ no_attack 0.9920 ~ 2026-04-03 10:14:12,023 INFO │ synonym_replacement 0.9907 ~ 2026-04-03 10:14:12,023 INFO │ t5_paraphrase 0.9600 ~ 2026-04-03 10:14:12,023 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:14:12,023 INFO No improvement (15/25) best=0.9913 2026-04-03 10:14:23,022 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 10:14:23,023 INFO [Step 81/200] det=skip para=-0.0000 raw_rwd=0.1573±0.0322 rwd=0.1573 2026-04-03 10:14:23,023 INFO per-gen rewards: chatgpt=0.165 cohere=0.130 cohere-c=0.150 gpt2=0.158 gpt3=0.150 gpt4=0.175 llama-ch=0.164 mistral=0.172 mistral-=0.147 mpt=0.165 mpt-chat=0.155 2026-04-03 10:14:33,719 INFO [Step 82/200] det=skip para=-0.0000 raw_rwd=0.1486±0.0429 rwd=0.1486 2026-04-03 10:14:33,719 INFO per-gen rewards: chatgpt=0.143 cohere=0.153 cohere-c=0.167 gpt2=0.112 gpt3=0.157 gpt4=0.138 llama-ch=0.159 mistral=0.133 mistral-=0.158 mpt=0.140 mpt-chat=0.173 2026-04-03 10:14:44,487 INFO [Step 83/200] det=skip para=-0.0000 raw_rwd=0.1486±0.0422 rwd=0.1486 2026-04-03 10:14:44,487 INFO per-gen rewards: chatgpt=0.159 cohere=0.141 cohere-c=0.125 gpt2=0.160 gpt3=0.175 gpt4=0.161 llama-ch=0.122 mistral=0.168 mistral-=0.135 mpt=0.146 mpt-chat=0.136 2026-04-03 10:14:55,206 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 10:14:55,206 INFO [Step 84/200] det=skip para=-0.0000 raw_rwd=0.1480±0.0419 rwd=0.1480 2026-04-03 10:14:55,206 INFO per-gen rewards: chatgpt=0.166 cohere=0.120 cohere-c=0.149 gpt2=0.138 gpt3=0.149 gpt4=0.165 llama-ch=0.143 mistral=0.156 mistral-=0.156 mpt=0.144 mpt-chat=0.142 2026-04-03 10:15:06,224 INFO [Step 85/200] det=skip para=-0.0000 raw_rwd=0.1541±0.0361 rwd=0.1541 2026-04-03 10:15:06,224 INFO per-gen rewards: chatgpt=0.185 cohere=0.161 cohere-c=0.160 gpt2=0.158 gpt3=0.151 gpt4=0.155 llama-ch=0.185 mistral=0.125 mistral-=0.123 mpt=0.135 mpt-chat=0.152 2026-04-03 10:16:30,584 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:16:30,584 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-03 10:16:30,584 INFO │ chatgpt 0.9992 2026-04-03 10:16:30,584 INFO │ cohere 0.9911 2026-04-03 10:16:30,584 INFO │ cohere-chat 0.9970 2026-04-03 10:16:30,584 INFO │ gpt2 0.9739 2026-04-03 10:16:30,584 INFO │ gpt3 0.9979 2026-04-03 10:16:30,584 INFO │ gpt4 0.9987 2026-04-03 10:16:30,584 INFO │ llama-chat 0.9995 2026-04-03 10:16:30,584 INFO │ mistral 0.9813 2026-04-03 10:16:30,584 INFO │ mistral-chat 0.9974 2026-04-03 10:16:30,584 INFO │ mpt 0.9708 2026-04-03 10:16:30,584 INFO │ mpt-chat 0.9980 2026-04-03 10:16:30,584 INFO │ (prev best) 0.9913 2026-04-03 10:16:30,584 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:16:30,584 INFO │ article_deletion 0.9931 ~ 2026-04-03 10:16:30,584 INFO │ homoglyphs 0.9999 ~ 2026-04-03 10:16:30,584 INFO │ misspelling 0.9927 ~ 2026-04-03 10:16:30,584 INFO │ no_attack 0.9920 ~ 2026-04-03 10:16:30,584 INFO │ synonym_replacement 0.9905 ~ 2026-04-03 10:16:30,584 INFO │ t5_paraphrase 0.9600 ~ 2026-04-03 10:16:30,584 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:16:30,584 INFO No improvement (16/25) best=0.9913 2026-04-03 10:16:41,643 INFO [Step 86/200] det=skip para=-0.0000 raw_rwd=0.1640±0.0264 rwd=0.1640 2026-04-03 10:16:41,643 INFO per-gen rewards: chatgpt=0.183 cohere=0.163 cohere-c=0.176 gpt2=0.170 gpt3=0.176 gpt4=0.170 llama-ch=0.130 mistral=0.146 mistral-=0.162 mpt=0.167 mpt-chat=0.162 2026-04-03 10:16:52,330 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 10:16:52,330 INFO [Step 87/200] det=skip para=-0.0000 raw_rwd=0.1480±0.0415 rwd=0.1480 2026-04-03 10:16:52,330 INFO per-gen rewards: chatgpt=0.135 cohere=0.156 cohere-c=0.168 gpt2=0.174 gpt3=0.113 gpt4=0.148 llama-ch=0.154 mistral=0.124 mistral-=0.131 mpt=0.178 mpt-chat=0.153 2026-04-03 10:17:02,936 INFO [Step 88/200] det=skip para=0.0000 raw_rwd=0.1441±0.0438 rwd=0.1441 2026-04-03 10:17:02,936 INFO per-gen rewards: chatgpt=0.138 cohere=0.144 cohere-c=0.131 gpt2=0.128 gpt3=0.146 gpt4=0.164 llama-ch=0.133 mistral=0.139 mistral-=0.129 mpt=0.173 mpt-chat=0.161 2026-04-03 10:17:13,756 INFO [Step 89/200] det=skip para=0.0000 raw_rwd=0.1457±0.0412 rwd=0.1457 2026-04-03 10:17:13,756 INFO per-gen rewards: chatgpt=0.175 cohere=0.128 cohere-c=0.143 gpt2=0.141 gpt3=0.125 gpt4=0.144 llama-ch=0.129 mistral=0.170 mistral-=0.172 mpt=0.143 mpt-chat=0.137 2026-04-03 10:17:24,547 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 10:17:24,548 INFO [Step 90/200] det=skip para=0.0000 raw_rwd=0.1531±0.0456 rwd=0.1531 2026-04-03 10:17:24,548 INFO per-gen rewards: chatgpt=0.146 cohere=0.138 cohere-c=0.161 gpt2=0.166 gpt3=0.166 gpt4=0.137 llama-ch=0.146 mistral=0.175 mistral-=0.141 mpt=0.164 mpt-chat=0.140 2026-04-03 10:18:48,929 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:18:48,930 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-03 10:18:48,930 INFO │ chatgpt 0.9992 2026-04-03 10:18:48,930 INFO │ cohere 0.9911 2026-04-03 10:18:48,930 INFO │ cohere-chat 0.9970 2026-04-03 10:18:48,930 INFO │ gpt2 0.9739 2026-04-03 10:18:48,930 INFO │ gpt3 0.9979 2026-04-03 10:18:48,930 INFO │ gpt4 0.9987 2026-04-03 10:18:48,930 INFO │ llama-chat 0.9995 2026-04-03 10:18:48,930 INFO │ mistral 0.9813 2026-04-03 10:18:48,930 INFO │ mistral-chat 0.9974 2026-04-03 10:18:48,930 INFO │ mpt 0.9708 2026-04-03 10:18:48,930 INFO │ mpt-chat 0.9980 2026-04-03 10:18:48,930 INFO │ (prev best) 0.9913 2026-04-03 10:18:48,930 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:18:48,930 INFO │ article_deletion 0.9933 ~ 2026-04-03 10:18:48,930 INFO │ homoglyphs 0.9998 ~ 2026-04-03 10:18:48,930 INFO │ misspelling 0.9935 ~ 2026-04-03 10:18:48,930 INFO │ no_attack 0.9920 ~ 2026-04-03 10:18:48,930 INFO │ synonym_replacement 0.9905 ~ 2026-04-03 10:18:48,930 INFO │ t5_paraphrase 0.9600 ~ 2026-04-03 10:18:48,930 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:18:48,930 INFO No improvement (17/25) best=0.9913 2026-04-03 10:18:59,940 INFO [Step 91/200] det=skip para=-0.0000 raw_rwd=0.1559±0.0298 rwd=0.1559 2026-04-03 10:18:59,940 INFO per-gen rewards: chatgpt=0.163 cohere=0.134 cohere-c=0.166 gpt2=0.152 gpt3=0.161 gpt4=0.132 llama-ch=0.166 mistral=0.157 mistral-=0.162 mpt=0.166 mpt-chat=0.152 2026-04-03 10:19:10,805 INFO [Step 92/200] det=skip para=0.0000 raw_rwd=0.1522±0.0377 rwd=0.1522 2026-04-03 10:19:10,805 INFO per-gen rewards: chatgpt=0.142 cohere=0.164 cohere-c=0.146 gpt2=0.157 gpt3=0.164 gpt4=0.141 llama-ch=0.162 mistral=0.168 mistral-=0.144 mpt=0.180 mpt-chat=0.106 2026-04-03 10:19:21,826 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 10:19:21,826 INFO [Step 93/200] det=skip para=-0.0000 raw_rwd=0.1486±0.0325 rwd=0.1486 2026-04-03 10:19:21,826 INFO per-gen rewards: chatgpt=0.163 cohere=0.139 cohere-c=0.133 gpt2=0.157 gpt3=0.163 gpt4=0.135 llama-ch=0.153 mistral=0.155 mistral-=0.154 mpt=0.125 mpt-chat=0.155 2026-04-03 10:19:32,573 INFO [Step 94/200] det=skip para=0.0000 raw_rwd=0.1519±0.0398 rwd=0.1519 2026-04-03 10:19:32,573 INFO per-gen rewards: chatgpt=0.153 cohere=0.178 cohere-c=0.151 gpt2=0.135 gpt3=0.141 gpt4=0.149 llama-ch=0.123 mistral=0.147 mistral-=0.163 mpt=0.161 mpt-chat=0.171 2026-04-03 10:19:43,430 INFO [Step 95/200] det=skip para=-0.0000 raw_rwd=0.1444±0.0432 rwd=0.1444 2026-04-03 10:19:43,430 INFO per-gen rewards: chatgpt=0.124 cohere=0.169 cohere-c=0.153 gpt2=0.128 gpt3=0.153 gpt4=0.149 llama-ch=0.136 mistral=0.127 mistral-=0.182 mpt=0.123 mpt-chat=0.152 2026-04-03 10:21:07,746 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:21:07,746 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-03 10:21:07,746 INFO │ chatgpt 0.9992 2026-04-03 10:21:07,746 INFO │ cohere 0.9911 2026-04-03 10:21:07,746 INFO │ cohere-chat 0.9970 2026-04-03 10:21:07,746 INFO │ gpt2 0.9739 2026-04-03 10:21:07,746 INFO │ gpt3 0.9979 2026-04-03 10:21:07,746 INFO │ gpt4 0.9987 2026-04-03 10:21:07,746 INFO │ llama-chat 0.9995 2026-04-03 10:21:07,746 INFO │ mistral 0.9813 2026-04-03 10:21:07,746 INFO │ mistral-chat 0.9974 2026-04-03 10:21:07,747 INFO │ mpt 0.9708 2026-04-03 10:21:07,747 INFO │ mpt-chat 0.9980 2026-04-03 10:21:07,747 INFO │ (prev best) 0.9913 2026-04-03 10:21:07,747 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:21:07,747 INFO │ article_deletion 0.9931 ~ 2026-04-03 10:21:07,747 INFO │ homoglyphs 0.9999 ~ 2026-04-03 10:21:07,747 INFO │ misspelling 0.9929 ~ 2026-04-03 10:21:07,747 INFO │ no_attack 0.9920 ~ 2026-04-03 10:21:07,747 INFO │ synonym_replacement 0.9906 ~ 2026-04-03 10:21:07,747 INFO │ t5_paraphrase 0.9600 ~ 2026-04-03 10:21:07,747 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:21:07,747 INFO No improvement (18/25) best=0.9913 2026-04-03 10:21:18,758 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 10:21:18,758 INFO [Step 96/200] det=skip para=-0.0000 raw_rwd=0.1466±0.0398 rwd=0.1466 2026-04-03 10:21:18,758 INFO per-gen rewards: chatgpt=0.162 cohere=0.146 cohere-c=0.141 gpt2=0.152 gpt3=0.146 gpt4=0.134 llama-ch=0.138 mistral=0.160 mistral-=0.165 mpt=0.162 mpt-chat=0.107 2026-04-03 10:21:29,501 INFO [Step 97/200] det=skip para=-0.0000 raw_rwd=0.1466±0.0406 rwd=0.1466 2026-04-03 10:21:29,501 INFO per-gen rewards: chatgpt=0.163 cohere=0.133 cohere-c=0.172 gpt2=0.152 gpt3=0.119 gpt4=0.154 llama-ch=0.130 mistral=0.143 mistral-=0.166 mpt=0.139 mpt-chat=0.141 2026-04-03 10:21:40,207 INFO [Step 98/200] det=skip para=0.0000 raw_rwd=0.1581±0.0282 rwd=0.1581 2026-04-03 10:21:40,207 INFO per-gen rewards: chatgpt=0.172 cohere=0.157 cohere-c=0.160 gpt2=0.136 gpt3=0.167 gpt4=0.142 llama-ch=0.164 mistral=0.166 mistral-=0.164 mpt=0.151 mpt-chat=0.160 2026-04-03 10:21:51,027 INFO ⚠ AUROC=0.9913 > threshold=0.97 → freezing detector for 3 steps 2026-04-03 10:21:51,027 INFO [Step 99/200] det=skip para=-0.0000 raw_rwd=0.1561±0.0410 rwd=0.1561 2026-04-03 10:21:51,027 INFO per-gen rewards: chatgpt=0.151 cohere=0.153 cohere-c=0.153 gpt2=0.148 gpt3=0.162 gpt4=0.151 llama-ch=0.168 mistral=0.169 mistral-=0.169 mpt=0.163 mpt-chat=0.130 2026-04-03 10:22:01,625 INFO [Step 100/200] det=skip para=-0.0000 raw_rwd=0.1560±0.0349 rwd=0.1560 2026-04-03 10:22:01,625 INFO per-gen rewards: chatgpt=0.133 cohere=0.173 cohere-c=0.161 gpt2=0.120 gpt3=0.157 gpt4=0.179 llama-ch=0.166 mistral=0.172 mistral-=0.134 mpt=0.162 mpt-chat=0.159 2026-04-03 10:24:05,417 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-03 10:24:05,417 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-04-03 10:24:05,417 INFO strategy=mixed human=10000 AI=1000/gen 2026-04-03 10:24:05,417 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-04-03 10:24:05,417 INFO NLTK available: True 2026-04-03 10:24:05,417 INFO Fixes: ls=0.15 det_every=2 clip=[0.01,0.99] warmstart=0 kl=0.001 2026-04-03 10:24:05,417 INFO device=cuda 2026-04-03 10:24:05,417 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-03 10:24:05,417 INFO Loading RAID dataset via raid.utils.load_data … 2026-04-03 10:24:05,417 INFO (install with: pip install raid-bench) 2026-04-03 10:24:05,417 INFO Caps: human=10000 AI=1000/gen val_ratio=0.1 2026-04-03 10:24:11,633 INFO RAID train rows (attack='none'): 467,985 2026-04-03 10:24:11,634 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-04-03 10:24:11,634 INFO Filters → domain=None attack='none' generators=None 2026-04-03 10:24:25,144 INFO Human texts : 10000 2026-04-03 10:24:25,145 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-03 10:24:25,145 INFO chatgpt → 1000 texts 2026-04-03 10:24:25,145 INFO cohere → 1000 texts 2026-04-03 10:24:25,145 INFO cohere-chat → 1000 texts 2026-04-03 10:24:25,145 INFO gpt2 → 1000 texts 2026-04-03 10:24:25,145 INFO gpt3 → 1000 texts 2026-04-03 10:24:25,145 INFO gpt4 → 1000 texts 2026-04-03 10:24:25,145 INFO llama-chat → 1000 texts 2026-04-03 10:24:25,145 INFO mistral → 1000 texts 2026-04-03 10:24:25,145 INFO mistral-chat → 1000 texts 2026-04-03 10:24:25,145 INFO mpt → 1000 texts 2026-04-03 10:24:25,145 INFO mpt-chat → 1000 texts 2026-04-03 10:24:25,145 INFO Total AI texts : 11000 2026-04-03 10:24:25,150 INFO Train → human=9000 AI=9900 2026-04-03 10:24:25,150 INFO Val → human=1000 AI=1100 2026-04-03 10:24:25,286 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-03 10:24:25,286 INFO Loading paraphraser 'ramsrigouthamg/t5_paraphraser' … 2026-04-03 10:24:25,503 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-03 10:24:25,531 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-03 10:24:25,652 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-03 10:24:25,780 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-03 10:24:25,987 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-03 10:24:26,014 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-03 10:24:26,148 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-03 10:24:26,265 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-03 10:24:26,402 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found" 2026-04-03 10:24:26,525 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-03 10:24:26,667 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser "HTTP/1.1 200 OK" 2026-04-03 10:24:27,065 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/main "HTTP/1.1 200 OK" 2026-04-03 10:24:27,194 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-04-03 10:24:27,196 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/discussions?p=0 "HTTP/1.1 200 OK" 2026-04-03 10:24:27,315 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-03 10:24:27,330 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/refs%2Fpr%2F1 "HTTP/1.1 200 OK" 2026-04-03 10:24:27,340 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-03 10:24:27,450 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-03 10:24:27,579 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors "HTTP/1.1 302 Found" 2026-04-03 10:24:27,667 INFO Loading detector 'roberta-large' … 2026-04-03 10:24:27,789 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-03 10:24:27,910 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-03 10:24:28,047 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-03 10:24:28,166 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-03 10:24:28,287 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-03 10:24:28,582 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-04-03 10:24:28,703 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-04-03 10:24:29,077 INFO Starting adversarial training loop … 2026-04-03 10:24:45,591 INFO [Step 1/200] det=skip para=0.1751 raw_rwd=0.3048±0.0290 rwd=0.3048 2026-04-03 10:24:45,591 INFO per-gen rewards: chatgpt=0.291 cohere=0.311 cohere-c=0.299 gpt2=0.300 gpt3=0.292 gpt4=0.304 llama-ch=0.300 mistral=0.329 mistral-=0.294 mpt=0.325 mpt-chat=0.304 2026-04-03 10:26:09,996 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:26:09,997 INFO │ MACRO_AVG 0.5741 ◄ 2026-04-03 10:26:09,997 INFO │ chatgpt 0.6293 2026-04-03 10:26:09,997 INFO │ cohere 0.7052 2026-04-03 10:26:09,997 INFO │ cohere-chat 0.6432 2026-04-03 10:26:09,997 INFO │ gpt2 0.4768 2026-04-03 10:26:09,997 INFO │ gpt3 0.5743 2026-04-03 10:26:09,997 INFO │ gpt4 0.6546 2026-04-03 10:26:09,997 INFO │ llama-chat 0.4796 2026-04-03 10:26:09,997 INFO │ mistral 0.6240 2026-04-03 10:26:09,997 INFO │ mistral-chat 0.6163 2026-04-03 10:26:09,997 INFO │ mpt 0.3516 2026-04-03 10:26:09,997 INFO │ mpt-chat 0.5606 2026-04-03 10:26:09,997 INFO │ (prev best) 0.0000 2026-04-03 10:26:09,997 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:26:09,997 INFO │ article_deletion 0.6055 ▲ 2026-04-03 10:26:09,997 INFO │ homoglyphs 0.1619 ▼ 2026-04-03 10:26:09,997 INFO │ misspelling 0.5332 ~ 2026-04-03 10:26:09,997 INFO │ no_attack 0.5488 ~ 2026-04-03 10:26:09,997 INFO │ synonym_replacement 0.1622 ▼ 2026-04-03 10:26:09,997 INFO │ t5_paraphrase 0.0000 ▼ 2026-04-03 10:26:09,997 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:26:15,009 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 10:26:17,460 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 10:26:17,460 INFO ✓ New best macro AUROC = 0.5741 — saved. 2026-04-03 10:26:17,460 WARNING HF_TOKEN not set — skipping push to hub. 2026-04-03 10:26:50,494 INFO [Step 2/200] det=4.1072 para=-0.0000 raw_rwd=0.3644±0.0128 rwd=0.3644 2026-04-03 10:26:50,494 INFO loss components: L_human=1.040 L_xm_original=0.500 L_t5_para=0.537 L_synonym_replacement=0.522 L_homoglyphs=0.510 L_article_deletion=0.492 L_misspelling=0.486 total=4.085 2026-04-03 10:26:50,494 INFO per-gen rewards: chatgpt=0.365 cohere=0.371 cohere-c=0.362 gpt2=0.361 gpt3=0.364 gpt4=0.369 llama-ch=0.365 mistral=0.364 mistral-=0.358 mpt=0.362 mpt-chat=0.368 2026-04-03 10:27:03,669 INFO [Step 3/200] det=skip para=-0.0122 raw_rwd=0.3675±0.0084 rwd=0.3675 2026-04-03 10:27:03,669 INFO per-gen rewards: chatgpt=0.364 cohere=0.371 cohere-c=0.366 gpt2=0.371 gpt3=0.370 gpt4=0.361 llama-ch=0.370 mistral=0.369 mistral-=0.364 mpt=0.370 mpt-chat=0.366 2026-04-03 10:27:36,325 INFO [Step 4/200] det=4.1632 para=-0.0040 raw_rwd=0.3657±0.0109 rwd=0.3657 2026-04-03 10:27:36,325 INFO loss components: L_human=0.956 L_xm_original=0.534 L_t5_para=0.518 L_synonym_replacement=0.556 L_homoglyphs=0.519 L_article_deletion=0.526 L_misspelling=0.552 total=4.161 2026-04-03 10:27:36,325 INFO per-gen rewards: chatgpt=0.355 cohere=0.369 cohere-c=0.370 gpt2=0.370 gpt3=0.370 gpt4=0.361 llama-ch=0.370 mistral=0.365 mistral-=0.360 mpt=0.365 mpt-chat=0.365 2026-04-03 10:27:49,463 INFO [Step 5/200] det=skip para=-0.0280 raw_rwd=0.3712±0.0037 rwd=0.3712 2026-04-03 10:27:49,463 INFO per-gen rewards: chatgpt=0.370 cohere=0.372 cohere-c=0.370 gpt2=0.372 gpt3=0.373 gpt4=0.371 llama-ch=0.369 mistral=0.369 mistral-=0.373 mpt=0.371 mpt-chat=0.372 2026-04-03 10:29:13,963 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:29:13,964 INFO │ MACRO_AVG 0.7296 ◄ 2026-04-03 10:29:13,964 INFO │ chatgpt 0.7197 2026-04-03 10:29:13,964 INFO │ cohere 0.7654 2026-04-03 10:29:13,964 INFO │ cohere-chat 0.7192 2026-04-03 10:29:13,964 INFO │ gpt2 0.7511 2026-04-03 10:29:13,964 INFO │ gpt3 0.7067 2026-04-03 10:29:13,964 INFO │ gpt4 0.7281 2026-04-03 10:29:13,964 INFO │ llama-chat 0.6551 2026-04-03 10:29:13,964 INFO │ mistral 0.7671 2026-04-03 10:29:13,964 INFO │ mistral-chat 0.7349 2026-04-03 10:29:13,964 INFO │ mpt 0.7771 2026-04-03 10:29:13,964 INFO │ mpt-chat 0.7016 2026-04-03 10:29:13,964 INFO │ (prev best) 0.5741 2026-04-03 10:29:13,964 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:29:13,964 INFO │ article_deletion 0.7506 ~ 2026-04-03 10:29:13,964 INFO │ homoglyphs 0.7330 ~ 2026-04-03 10:29:13,964 INFO │ misspelling 0.7999 ▲ 2026-04-03 10:29:13,964 INFO │ no_attack 0.7434 ~ 2026-04-03 10:29:13,964 INFO │ synonym_replacement 0.8435 ▲ 2026-04-03 10:29:13,964 INFO │ t5_paraphrase 0.7000 ~ 2026-04-03 10:29:13,964 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:29:18,825 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 10:29:20,830 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 10:29:20,830 INFO ✓ New best macro AUROC = 0.7296 — saved. 2026-04-03 10:29:20,830 WARNING HF_TOKEN not set — skipping push to hub. 2026-04-03 10:29:52,763 INFO [Step 6/200] det=4.2359 para=-0.0195 raw_rwd=0.3709±0.0041 rwd=0.3709 2026-04-03 10:29:52,763 INFO loss components: L_human=0.804 L_xm_original=0.607 L_t5_para=0.548 L_synonym_replacement=0.558 L_homoglyphs=0.603 L_article_deletion=0.660 L_misspelling=0.573 total=4.353 2026-04-03 10:29:52,763 INFO per-gen rewards: chatgpt=0.369 cohere=0.373 cohere-c=0.372 gpt2=0.372 gpt3=0.372 gpt4=0.372 llama-ch=0.369 mistral=0.367 mistral-=0.370 mpt=0.370 mpt-chat=0.373 2026-04-03 10:30:06,076 INFO [Step 7/200] det=skip para=0.0056 raw_rwd=0.3722±0.0032 rwd=0.3722 2026-04-03 10:30:06,076 INFO per-gen rewards: chatgpt=0.371 cohere=0.371 cohere-c=0.372 gpt2=0.371 gpt3=0.373 gpt4=0.374 llama-ch=0.372 mistral=0.375 mistral-=0.372 mpt=0.372 mpt-chat=0.371 2026-04-03 10:30:39,050 INFO [Step 8/200] det=4.2380 para=0.0110 raw_rwd=0.3724±0.0031 rwd=0.3724 2026-04-03 10:30:39,050 INFO loss components: L_human=0.701 L_xm_original=0.582 L_t5_para=0.561 L_synonym_replacement=0.543 L_homoglyphs=0.565 L_article_deletion=0.597 L_misspelling=0.597 total=4.146 2026-04-03 10:30:39,050 INFO per-gen rewards: chatgpt=0.373 cohere=0.373 cohere-c=0.372 gpt2=0.373 gpt3=0.371 gpt4=0.374 llama-ch=0.372 mistral=0.371 mistral-=0.372 mpt=0.374 mpt-chat=0.372 2026-04-03 10:30:52,231 INFO [Step 9/200] det=skip para=0.0187 raw_rwd=0.3620±0.0027 rwd=0.3620 2026-04-03 10:30:52,232 INFO per-gen rewards: chatgpt=0.363 cohere=0.361 cohere-c=0.361 gpt2=0.361 gpt3=0.363 gpt4=0.361 llama-ch=0.365 mistral=0.360 mistral-=0.363 mpt=0.361 mpt-chat=0.362 2026-04-03 10:31:25,674 INFO [Step 10/200] det=3.9293 para=-0.0000 raw_rwd=0.3636±0.0035 rwd=0.3636 2026-04-03 10:31:25,674 INFO loss components: L_human=0.567 L_xm_original=0.491 L_t5_para=0.504 L_synonym_replacement=0.480 L_homoglyphs=0.487 L_article_deletion=0.498 L_misspelling=0.517 total=3.545 2026-04-03 10:31:25,674 INFO per-gen rewards: chatgpt=0.364 cohere=0.364 cohere-c=0.362 gpt2=0.366 gpt3=0.362 gpt4=0.366 llama-ch=0.364 mistral=0.363 mistral-=0.363 mpt=0.363 mpt-chat=0.362 2026-04-03 10:32:50,328 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:32:50,329 INFO │ MACRO_AVG 0.8704 ◄ 2026-04-03 10:32:50,329 INFO │ chatgpt 0.8832 2026-04-03 10:32:50,329 INFO │ cohere 0.8774 2026-04-03 10:32:50,329 INFO │ cohere-chat 0.8712 2026-04-03 10:32:50,329 INFO │ gpt2 0.8397 2026-04-03 10:32:50,329 INFO │ gpt3 0.8661 2026-04-03 10:32:50,329 INFO │ gpt4 0.8915 2026-04-03 10:32:50,329 INFO │ llama-chat 0.8670 2026-04-03 10:32:50,329 INFO │ mistral 0.8492 2026-04-03 10:32:50,329 INFO │ mistral-chat 0.8870 2026-04-03 10:32:50,329 INFO │ mpt 0.8540 2026-04-03 10:32:50,329 INFO │ mpt-chat 0.8881 2026-04-03 10:32:50,329 INFO │ (prev best) 0.7296 2026-04-03 10:32:50,329 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:32:50,329 INFO │ article_deletion 0.8840 ~ 2026-04-03 10:32:50,329 INFO │ homoglyphs 0.9543 ▲ 2026-04-03 10:32:50,329 INFO │ misspelling 0.8976 ~ 2026-04-03 10:32:50,329 INFO │ no_attack 0.8864 ~ 2026-04-03 10:32:50,329 INFO │ synonym_replacement 0.9092 ~ 2026-04-03 10:32:50,329 INFO │ t5_paraphrase 0.8400 ~ 2026-04-03 10:32:50,329 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:32:55,321 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 10:32:57,424 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 10:32:57,425 INFO ✓ New best macro AUROC = 0.8704 — saved. 2026-04-03 10:32:57,425 WARNING HF_TOKEN not set — skipping push to hub. 2026-04-03 10:33:10,543 INFO [Step 11/200] det=skip para=-0.0087 raw_rwd=0.3440±0.0059 rwd=0.3440 2026-04-03 10:33:10,543 INFO per-gen rewards: chatgpt=0.342 cohere=0.344 cohere-c=0.340 gpt2=0.344 gpt3=0.347 gpt4=0.344 llama-ch=0.343 mistral=0.347 mistral-=0.347 mpt=0.343 mpt-chat=0.343 2026-04-03 10:33:43,188 INFO [Step 12/200] det=3.6216 para=-0.0345 raw_rwd=0.3458±0.0049 rwd=0.3458 2026-04-03 10:33:43,188 INFO loss components: L_human=0.684 L_xm_original=0.501 L_t5_para=0.494 L_synonym_replacement=0.501 L_homoglyphs=0.451 L_article_deletion=0.470 L_misspelling=0.466 total=3.567 2026-04-03 10:33:43,188 INFO per-gen rewards: chatgpt=0.345 cohere=0.349 cohere-c=0.346 gpt2=0.346 gpt3=0.341 gpt4=0.346 llama-ch=0.346 mistral=0.347 mistral-=0.347 mpt=0.346 mpt-chat=0.346 2026-04-03 10:33:56,387 INFO [Step 13/200] det=skip para=-0.0095 raw_rwd=0.3214±0.0195 rwd=0.3214 2026-04-03 10:33:56,388 INFO per-gen rewards: chatgpt=0.318 cohere=0.323 cohere-c=0.325 gpt2=0.321 gpt3=0.331 gpt4=0.327 llama-ch=0.318 mistral=0.328 mistral-=0.331 mpt=0.319 mpt-chat=0.294 2026-04-03 10:34:28,931 INFO [Step 14/200] det=3.3975 para=-0.0016 raw_rwd=0.3173±0.0208 rwd=0.3173 2026-04-03 10:34:28,931 INFO loss components: L_human=0.430 L_xm_original=0.489 L_t5_para=0.476 L_synonym_replacement=0.468 L_homoglyphs=0.451 L_article_deletion=0.443 L_misspelling=0.447 total=3.203 2026-04-03 10:34:28,931 INFO per-gen rewards: chatgpt=0.321 cohere=0.329 cohere-c=0.314 gpt2=0.310 gpt3=0.328 gpt4=0.327 llama-ch=0.314 mistral=0.306 mistral-=0.310 mpt=0.304 mpt-chat=0.323 2026-04-03 10:34:42,040 INFO [Step 15/200] det=skip para=-0.0305 raw_rwd=0.3095±0.0084 rwd=0.3095 2026-04-03 10:34:42,040 INFO per-gen rewards: chatgpt=0.313 cohere=0.309 cohere-c=0.311 gpt2=0.313 gpt3=0.303 gpt4=0.306 llama-ch=0.314 mistral=0.307 mistral-=0.310 mpt=0.312 mpt-chat=0.308 2026-04-03 10:36:06,395 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:36:06,395 INFO │ MACRO_AVG 0.9493 ◄ 2026-04-03 10:36:06,395 INFO │ chatgpt 0.9701 2026-04-03 10:36:06,395 INFO │ cohere 0.9538 2026-04-03 10:36:06,395 INFO │ cohere-chat 0.9579 2026-04-03 10:36:06,395 INFO │ gpt2 0.9066 2026-04-03 10:36:06,395 INFO │ gpt3 0.9641 2026-04-03 10:36:06,395 INFO │ gpt4 0.9813 2026-04-03 10:36:06,395 INFO │ llama-chat 0.9406 2026-04-03 10:36:06,395 INFO │ mistral 0.9292 2026-04-03 10:36:06,395 INFO │ mistral-chat 0.9736 2026-04-03 10:36:06,395 INFO │ mpt 0.8992 2026-04-03 10:36:06,395 INFO │ mpt-chat 0.9663 2026-04-03 10:36:06,395 INFO │ (prev best) 0.8704 2026-04-03 10:36:06,395 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:36:06,395 INFO │ article_deletion 0.9575 ~ 2026-04-03 10:36:06,395 INFO │ homoglyphs 0.9904 ~ 2026-04-03 10:36:06,395 INFO │ misspelling 0.9543 ~ 2026-04-03 10:36:06,395 INFO │ no_attack 0.9541 ~ 2026-04-03 10:36:06,395 INFO │ synonym_replacement 0.9278 ~ 2026-04-03 10:36:06,395 INFO │ t5_paraphrase 0.8600 ▼ 2026-04-03 10:36:06,395 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:36:10,810 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 10:36:12,883 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 10:36:12,883 INFO ✓ New best macro AUROC = 0.9493 — saved. 2026-04-03 10:36:12,883 WARNING HF_TOKEN not set — skipping push to hub. 2026-04-03 10:36:44,737 INFO [Step 16/200] det=3.3289 para=-0.0209 raw_rwd=0.3075±0.0150 rwd=0.3075 2026-04-03 10:36:44,738 INFO loss components: L_human=0.540 L_xm_original=0.448 L_t5_para=0.475 L_synonym_replacement=0.499 L_homoglyphs=0.431 L_article_deletion=0.438 L_misspelling=0.443 total=3.274 2026-04-03 10:36:44,738 INFO per-gen rewards: chatgpt=0.313 cohere=0.313 cohere-c=0.313 gpt2=0.311 gpt3=0.288 gpt4=0.307 llama-ch=0.305 mistral=0.311 mistral-=0.302 mpt=0.305 mpt-chat=0.309 2026-04-03 10:36:57,972 INFO [Step 17/200] det=skip para=-0.0401 raw_rwd=0.2673±0.0189 rwd=0.2673 2026-04-03 10:36:57,972 INFO per-gen rewards: chatgpt=0.271 cohere=0.261 cohere-c=0.271 gpt2=0.269 gpt3=0.273 gpt4=0.254 llama-ch=0.268 mistral=0.271 mistral-=0.279 mpt=0.266 mpt-chat=0.259 2026-04-03 10:37:30,424 INFO [Step 18/200] det=3.2525 para=-0.0190 raw_rwd=0.2601±0.0373 rwd=0.2601 2026-04-03 10:37:30,424 INFO loss components: L_human=0.474 L_xm_original=0.432 L_t5_para=0.443 L_synonym_replacement=0.471 L_homoglyphs=0.447 L_article_deletion=0.436 L_misspelling=0.437 total=3.139 2026-04-03 10:37:30,424 INFO per-gen rewards: chatgpt=0.267 cohere=0.278 cohere-c=0.273 gpt2=0.250 gpt3=0.270 gpt4=0.251 llama-ch=0.248 mistral=0.270 mistral-=0.278 mpt=0.210 mpt-chat=0.270 2026-04-03 10:37:43,687 INFO [Step 19/200] det=skip para=-0.0002 raw_rwd=0.2022±0.0468 rwd=0.2022 2026-04-03 10:37:43,687 INFO per-gen rewards: chatgpt=0.222 cohere=0.216 cohere-c=0.197 gpt2=0.196 gpt3=0.192 gpt4=0.213 llama-ch=0.200 mistral=0.184 mistral-=0.221 mpt=0.186 mpt-chat=0.193 2026-04-03 10:38:17,167 INFO [Step 20/200] det=3.2449 para=-0.0132 raw_rwd=0.2034±0.0405 rwd=0.2034 2026-04-03 10:38:17,167 INFO loss components: L_human=0.430 L_xm_original=0.551 L_t5_para=0.439 L_synonym_replacement=0.497 L_homoglyphs=0.434 L_article_deletion=0.545 L_misspelling=0.556 total=3.452 2026-04-03 10:38:17,167 INFO per-gen rewards: chatgpt=0.226 cohere=0.176 cohere-c=0.192 gpt2=0.210 gpt3=0.189 gpt4=0.215 llama-ch=0.190 mistral=0.193 mistral-=0.216 mpt=0.212 mpt-chat=0.221 2026-04-03 10:39:41,537 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:39:41,538 INFO │ MACRO_AVG 0.9944 ◄ 2026-04-03 10:39:41,538 INFO │ chatgpt 0.9992 2026-04-03 10:39:41,538 INFO │ cohere 0.9933 2026-04-03 10:39:41,538 INFO │ cohere-chat 0.9976 2026-04-03 10:39:41,538 INFO │ gpt2 0.9860 2026-04-03 10:39:41,538 INFO │ gpt3 0.9984 2026-04-03 10:39:41,538 INFO │ gpt4 0.9996 2026-04-03 10:39:41,538 INFO │ llama-chat 1.0000 2026-04-03 10:39:41,538 INFO │ mistral 0.9810 2026-04-03 10:39:41,538 INFO │ mistral-chat 0.9988 2026-04-03 10:39:41,538 INFO │ mpt 0.9877 2026-04-03 10:39:41,538 INFO │ mpt-chat 0.9971 2026-04-03 10:39:41,538 INFO │ (prev best) 0.9493 2026-04-03 10:39:41,538 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:39:41,538 INFO │ article_deletion 0.9962 ~ 2026-04-03 10:39:41,538 INFO │ homoglyphs 0.9999 ~ 2026-04-03 10:39:41,538 INFO │ misspelling 0.9949 ~ 2026-04-03 10:39:41,538 INFO │ no_attack 0.9954 ~ 2026-04-03 10:39:41,538 INFO │ synonym_replacement 0.9971 ~ 2026-04-03 10:39:41,538 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 10:39:41,538 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:39:46,293 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 10:39:48,313 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 10:39:48,313 INFO ✓ New best macro AUROC = 0.9944 — saved. 2026-04-03 10:39:48,313 WARNING HF_TOKEN not set — skipping push to hub. 2026-04-03 10:40:01,391 INFO [Step 21/200] det=skip para=-0.0158 raw_rwd=0.1647±0.0311 rwd=0.1647 2026-04-03 10:40:01,392 INFO per-gen rewards: chatgpt=0.167 cohere=0.136 cohere-c=0.169 gpt2=0.153 gpt3=0.167 gpt4=0.174 llama-ch=0.184 mistral=0.183 mistral-=0.164 mpt=0.146 mpt-chat=0.162 2026-04-03 10:40:33,729 INFO [Step 22/200] det=3.1224 para=-0.0000 raw_rwd=0.1618±0.0368 rwd=0.1618 2026-04-03 10:40:33,729 INFO loss components: L_human=0.474 L_xm_original=0.462 L_t5_para=0.448 L_synonym_replacement=0.449 L_homoglyphs=0.433 L_article_deletion=0.453 L_misspelling=0.455 total=3.173 2026-04-03 10:40:33,729 INFO per-gen rewards: chatgpt=0.157 cohere=0.166 cohere-c=0.177 gpt2=0.152 gpt3=0.169 gpt4=0.171 llama-ch=0.123 mistral=0.181 mistral-=0.145 mpt=0.151 mpt-chat=0.191 2026-04-03 10:40:46,976 INFO [Step 23/200] det=skip para=-0.0034 raw_rwd=0.1761±0.0285 rwd=0.1761 2026-04-03 10:40:46,976 INFO per-gen rewards: chatgpt=0.161 cohere=0.185 cohere-c=0.190 gpt2=0.172 gpt3=0.155 gpt4=0.184 llama-ch=0.194 mistral=0.162 mistral-=0.179 mpt=0.170 mpt-chat=0.182 2026-04-03 10:41:19,464 INFO [Step 24/200] det=3.1402 para=0.0000 raw_rwd=0.1751±0.0233 rwd=0.1751 2026-04-03 10:41:19,464 INFO loss components: L_human=0.473 L_xm_original=0.427 L_t5_para=0.444 L_synonym_replacement=0.434 L_homoglyphs=0.437 L_article_deletion=0.429 L_misspelling=0.440 total=3.084 2026-04-03 10:41:19,465 INFO per-gen rewards: chatgpt=0.164 cohere=0.178 cohere-c=0.173 gpt2=0.166 gpt3=0.170 gpt4=0.178 llama-ch=0.192 mistral=0.175 mistral-=0.176 mpt=0.182 mpt-chat=0.169 2026-04-03 10:41:32,881 INFO [Step 25/200] det=skip para=-0.0059 raw_rwd=0.1817±0.0248 rwd=0.1817 2026-04-03 10:41:32,881 INFO per-gen rewards: chatgpt=0.177 cohere=0.188 cohere-c=0.159 gpt2=0.167 gpt3=0.179 gpt4=0.183 llama-ch=0.188 mistral=0.191 mistral-=0.183 mpt=0.191 mpt-chat=0.193 2026-04-03 10:42:57,222 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:42:57,223 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 10:42:57,223 INFO │ chatgpt 1.0000 2026-04-03 10:42:57,223 INFO │ cohere 0.9981 2026-04-03 10:42:57,223 INFO │ cohere-chat 1.0000 2026-04-03 10:42:57,223 INFO │ gpt2 0.9995 2026-04-03 10:42:57,223 INFO │ gpt3 1.0000 2026-04-03 10:42:57,223 INFO │ gpt4 1.0000 2026-04-03 10:42:57,223 INFO │ llama-chat 1.0000 2026-04-03 10:42:57,223 INFO │ mistral 0.9968 2026-04-03 10:42:57,223 INFO │ mistral-chat 1.0000 2026-04-03 10:42:57,223 INFO │ mpt 0.9882 2026-04-03 10:42:57,223 INFO │ mpt-chat 0.9999 2026-04-03 10:42:57,223 INFO │ (prev best) 0.9944 2026-04-03 10:42:57,223 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:42:57,223 INFO │ article_deletion 0.9997 ~ 2026-04-03 10:42:57,223 INFO │ homoglyphs 0.9998 ~ 2026-04-03 10:42:57,223 INFO │ misspelling 0.9995 ~ 2026-04-03 10:42:57,223 INFO │ no_attack 0.9985 ~ 2026-04-03 10:42:57,223 INFO │ synonym_replacement 0.9987 ~ 2026-04-03 10:42:57,223 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 10:42:57,223 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:43:01,900 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 10:43:04,001 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 10:43:04,001 INFO ✓ New best macro AUROC = 0.9984 — saved. 2026-04-03 10:43:04,001 WARNING HF_TOKEN not set — skipping push to hub. 2026-04-03 10:43:17,158 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 10:43:17,158 INFO [Step 26/200] det=skip para=0.0075 raw_rwd=0.1846±0.0317 rwd=0.1846 2026-04-03 10:43:17,158 INFO per-gen rewards: chatgpt=0.181 cohere=0.185 cohere-c=0.176 gpt2=0.190 gpt3=0.174 gpt4=0.194 llama-ch=0.178 mistral=0.169 mistral-=0.217 mpt=0.182 mpt-chat=0.187 2026-04-03 10:43:30,386 INFO [Step 27/200] det=skip para=-0.0081 raw_rwd=0.1813±0.0257 rwd=0.1813 2026-04-03 10:43:30,386 INFO per-gen rewards: chatgpt=0.187 cohere=0.185 cohere-c=0.193 gpt2=0.166 gpt3=0.194 gpt4=0.182 llama-ch=0.163 mistral=0.192 mistral-=0.185 mpt=0.159 mpt-chat=0.190 2026-04-03 10:43:43,597 INFO [Step 28/200] det=skip para=-0.0089 raw_rwd=0.1756±0.0241 rwd=0.1756 2026-04-03 10:43:43,597 INFO per-gen rewards: chatgpt=0.171 cohere=0.155 cohere-c=0.182 gpt2=0.186 gpt3=0.165 gpt4=0.188 llama-ch=0.170 mistral=0.183 mistral-=0.190 mpt=0.166 mpt-chat=0.179 2026-04-03 10:43:56,799 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 10:43:56,799 INFO [Step 29/200] det=skip para=-0.0062 raw_rwd=0.1837±0.0219 rwd=0.1837 2026-04-03 10:43:56,799 INFO per-gen rewards: chatgpt=0.169 cohere=0.202 cohere-c=0.181 gpt2=0.174 gpt3=0.163 gpt4=0.181 llama-ch=0.186 mistral=0.194 mistral-=0.183 mpt=0.194 mpt-chat=0.189 2026-04-03 10:44:09,950 INFO [Step 30/200] det=skip para=-0.0000 raw_rwd=0.1786±0.0304 rwd=0.1786 2026-04-03 10:44:09,950 INFO per-gen rewards: chatgpt=0.170 cohere=0.172 cohere-c=0.194 gpt2=0.182 gpt3=0.176 gpt4=0.184 llama-ch=0.184 mistral=0.172 mistral-=0.175 mpt=0.177 mpt-chat=0.178 2026-04-03 10:45:34,276 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:45:34,276 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 10:45:34,276 INFO │ chatgpt 1.0000 2026-04-03 10:45:34,276 INFO │ cohere 0.9981 2026-04-03 10:45:34,276 INFO │ cohere-chat 1.0000 2026-04-03 10:45:34,276 INFO │ gpt2 0.9995 2026-04-03 10:45:34,276 INFO │ gpt3 1.0000 2026-04-03 10:45:34,276 INFO │ gpt4 1.0000 2026-04-03 10:45:34,276 INFO │ llama-chat 1.0000 2026-04-03 10:45:34,277 INFO │ mistral 0.9968 2026-04-03 10:45:34,277 INFO │ mistral-chat 1.0000 2026-04-03 10:45:34,277 INFO │ mpt 0.9882 2026-04-03 10:45:34,277 INFO │ mpt-chat 0.9999 2026-04-03 10:45:34,277 INFO │ (prev best) 0.9984 2026-04-03 10:45:34,277 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:45:34,277 INFO │ article_deletion 0.9997 ~ 2026-04-03 10:45:34,277 INFO │ homoglyphs 0.9999 ~ 2026-04-03 10:45:34,277 INFO │ misspelling 0.9995 ~ 2026-04-03 10:45:34,277 INFO │ no_attack 0.9985 ~ 2026-04-03 10:45:34,277 INFO │ synonym_replacement 0.9987 ~ 2026-04-03 10:45:34,277 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 10:45:34,277 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:45:34,277 INFO No improvement (1/25) best=0.9984 2026-04-03 10:45:47,702 INFO [Step 31/200] det=skip para=0.0094 raw_rwd=0.1773±0.0302 rwd=0.1773 2026-04-03 10:45:47,702 INFO per-gen rewards: chatgpt=0.189 cohere=0.152 cohere-c=0.163 gpt2=0.185 gpt3=0.178 gpt4=0.184 llama-ch=0.199 mistral=0.184 mistral-=0.150 mpt=0.189 mpt-chat=0.182 2026-04-03 10:46:00,858 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 10:46:00,858 INFO [Step 32/200] det=skip para=-0.0030 raw_rwd=0.1782±0.0276 rwd=0.1782 2026-04-03 10:46:00,858 INFO per-gen rewards: chatgpt=0.163 cohere=0.157 cohere-c=0.199 gpt2=0.175 gpt3=0.184 gpt4=0.167 llama-ch=0.191 mistral=0.169 mistral-=0.201 mpt=0.179 mpt-chat=0.175 2026-04-03 10:46:14,041 INFO [Step 33/200] det=skip para=0.0000 raw_rwd=0.1719±0.0279 rwd=0.1719 2026-04-03 10:46:14,041 INFO per-gen rewards: chatgpt=0.162 cohere=0.166 cohere-c=0.176 gpt2=0.173 gpt3=0.191 gpt4=0.176 llama-ch=0.179 mistral=0.165 mistral-=0.167 mpt=0.167 mpt-chat=0.173 2026-04-03 10:46:27,360 INFO [Step 34/200] det=skip para=-0.0000 raw_rwd=0.1770±0.0289 rwd=0.1770 2026-04-03 10:46:27,360 INFO per-gen rewards: chatgpt=0.159 cohere=0.191 cohere-c=0.158 gpt2=0.186 gpt3=0.180 gpt4=0.185 llama-ch=0.183 mistral=0.200 mistral-=0.160 mpt=0.170 mpt-chat=0.174 2026-04-03 10:46:40,565 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 10:46:40,566 INFO [Step 35/200] det=skip para=-0.0096 raw_rwd=0.1765±0.0310 rwd=0.1765 2026-04-03 10:46:40,566 INFO per-gen rewards: chatgpt=0.181 cohere=0.174 cohere-c=0.185 gpt2=0.181 gpt3=0.146 gpt4=0.181 llama-ch=0.168 mistral=0.165 mistral-=0.190 mpt=0.186 mpt-chat=0.185 2026-04-03 10:48:04,783 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:48:04,783 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 10:48:04,783 INFO │ chatgpt 1.0000 2026-04-03 10:48:04,783 INFO │ cohere 0.9981 2026-04-03 10:48:04,783 INFO │ cohere-chat 1.0000 2026-04-03 10:48:04,784 INFO │ gpt2 0.9995 2026-04-03 10:48:04,784 INFO │ gpt3 1.0000 2026-04-03 10:48:04,784 INFO │ gpt4 1.0000 2026-04-03 10:48:04,784 INFO │ llama-chat 1.0000 2026-04-03 10:48:04,784 INFO │ mistral 0.9968 2026-04-03 10:48:04,784 INFO │ mistral-chat 1.0000 2026-04-03 10:48:04,784 INFO │ mpt 0.9882 2026-04-03 10:48:04,784 INFO │ mpt-chat 0.9999 2026-04-03 10:48:04,784 INFO │ (prev best) 0.9984 2026-04-03 10:48:04,784 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:48:04,784 INFO │ article_deletion 0.9996 ~ 2026-04-03 10:48:04,784 INFO │ homoglyphs 0.9999 ~ 2026-04-03 10:48:04,784 INFO │ misspelling 0.9995 ~ 2026-04-03 10:48:04,784 INFO │ no_attack 0.9985 ~ 2026-04-03 10:48:04,784 INFO │ synonym_replacement 0.9987 ~ 2026-04-03 10:48:04,784 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 10:48:04,784 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:48:04,784 INFO No improvement (2/25) best=0.9984 2026-04-03 10:48:18,303 INFO [Step 36/200] det=skip para=-0.0000 raw_rwd=0.1785±0.0299 rwd=0.1785 2026-04-03 10:48:18,304 INFO per-gen rewards: chatgpt=0.178 cohere=0.161 cohere-c=0.190 gpt2=0.177 gpt3=0.163 gpt4=0.186 llama-ch=0.176 mistral=0.192 mistral-=0.191 mpt=0.174 mpt-chat=0.175 2026-04-03 10:48:31,381 INFO [Step 37/200] det=skip para=-0.0061 raw_rwd=0.1785±0.0311 rwd=0.1785 2026-04-03 10:48:31,381 INFO per-gen rewards: chatgpt=0.169 cohere=0.177 cohere-c=0.185 gpt2=0.175 gpt3=0.176 gpt4=0.181 llama-ch=0.197 mistral=0.189 mistral-=0.181 mpt=0.163 mpt-chat=0.173 2026-04-03 10:48:44,403 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 10:48:44,403 INFO [Step 38/200] det=skip para=-0.0000 raw_rwd=0.1746±0.0326 rwd=0.1746 2026-04-03 10:48:44,403 INFO per-gen rewards: chatgpt=0.177 cohere=0.161 cohere-c=0.161 gpt2=0.175 gpt3=0.192 gpt4=0.170 llama-ch=0.162 mistral=0.188 mistral-=0.172 mpt=0.172 mpt-chat=0.190 2026-04-03 10:48:57,635 INFO [Step 39/200] det=skip para=-0.0000 raw_rwd=0.1774±0.0285 rwd=0.1774 2026-04-03 10:48:57,635 INFO per-gen rewards: chatgpt=0.173 cohere=0.169 cohere-c=0.170 gpt2=0.169 gpt3=0.191 gpt4=0.180 llama-ch=0.196 mistral=0.168 mistral-=0.169 mpt=0.190 mpt-chat=0.177 2026-04-03 10:49:11,026 INFO [Step 40/200] det=skip para=-0.0000 raw_rwd=0.1784±0.0234 rwd=0.1784 2026-04-03 10:49:11,027 INFO per-gen rewards: chatgpt=0.187 cohere=0.191 cohere-c=0.190 gpt2=0.155 gpt3=0.180 gpt4=0.170 llama-ch=0.169 mistral=0.175 mistral-=0.194 mpt=0.178 mpt-chat=0.174 2026-04-03 10:50:35,242 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:50:35,243 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 10:50:35,243 INFO │ chatgpt 1.0000 2026-04-03 10:50:35,243 INFO │ cohere 0.9981 2026-04-03 10:50:35,243 INFO │ cohere-chat 1.0000 2026-04-03 10:50:35,243 INFO │ gpt2 0.9995 2026-04-03 10:50:35,243 INFO │ gpt3 1.0000 2026-04-03 10:50:35,243 INFO │ gpt4 1.0000 2026-04-03 10:50:35,243 INFO │ llama-chat 1.0000 2026-04-03 10:50:35,243 INFO │ mistral 0.9968 2026-04-03 10:50:35,243 INFO │ mistral-chat 1.0000 2026-04-03 10:50:35,243 INFO │ mpt 0.9882 2026-04-03 10:50:35,243 INFO │ mpt-chat 0.9999 2026-04-03 10:50:35,243 INFO │ (prev best) 0.9984 2026-04-03 10:50:35,243 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:50:35,243 INFO │ article_deletion 0.9997 ~ 2026-04-03 10:50:35,243 INFO │ homoglyphs 0.9999 ~ 2026-04-03 10:50:35,243 INFO │ misspelling 0.9995 ~ 2026-04-03 10:50:35,243 INFO │ no_attack 0.9985 ~ 2026-04-03 10:50:35,243 INFO │ synonym_replacement 0.9987 ~ 2026-04-03 10:50:35,243 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 10:50:35,243 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:50:35,243 INFO No improvement (3/25) best=0.9984 2026-04-03 10:50:48,831 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 10:50:48,832 INFO [Step 41/200] det=skip para=-0.0000 raw_rwd=0.1727±0.0295 rwd=0.1727 2026-04-03 10:50:48,832 INFO per-gen rewards: chatgpt=0.174 cohere=0.168 cohere-c=0.161 gpt2=0.198 gpt3=0.181 gpt4=0.173 llama-ch=0.174 mistral=0.171 mistral-=0.161 mpt=0.180 mpt-chat=0.163 2026-04-03 10:51:02,070 INFO [Step 42/200] det=skip para=0.0000 raw_rwd=0.1824±0.0266 rwd=0.1824 2026-04-03 10:51:02,070 INFO per-gen rewards: chatgpt=0.186 cohere=0.176 cohere-c=0.185 gpt2=0.170 gpt3=0.175 gpt4=0.184 llama-ch=0.190 mistral=0.179 mistral-=0.176 mpt=0.194 mpt-chat=0.193 2026-04-03 10:51:15,414 INFO [Step 43/200] det=skip para=0.0000 raw_rwd=0.1739±0.0271 rwd=0.1739 2026-04-03 10:51:15,415 INFO per-gen rewards: chatgpt=0.186 cohere=0.178 cohere-c=0.164 gpt2=0.170 gpt3=0.164 gpt4=0.159 llama-ch=0.190 mistral=0.183 mistral-=0.171 mpt=0.167 mpt-chat=0.179 2026-04-03 10:51:29,731 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 10:51:29,731 INFO [Step 44/200] det=skip para=-0.0000 raw_rwd=0.1798±0.0319 rwd=0.1798 2026-04-03 10:51:29,731 INFO per-gen rewards: chatgpt=0.158 cohere=0.187 cohere-c=0.186 gpt2=0.184 gpt3=0.190 gpt4=0.175 llama-ch=0.184 mistral=0.194 mistral-=0.156 mpt=0.169 mpt-chat=0.194 2026-04-03 10:51:45,376 INFO [Step 45/200] det=skip para=0.0000 raw_rwd=0.1783±0.0317 rwd=0.1783 2026-04-03 10:51:45,376 INFO per-gen rewards: chatgpt=0.182 cohere=0.169 cohere-c=0.180 gpt2=0.180 gpt3=0.174 gpt4=0.178 llama-ch=0.183 mistral=0.197 mistral-=0.195 mpt=0.173 mpt-chat=0.155 2026-04-03 10:53:13,358 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:53:13,359 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 10:53:13,359 INFO │ chatgpt 1.0000 2026-04-03 10:53:13,359 INFO │ cohere 0.9981 2026-04-03 10:53:13,359 INFO │ cohere-chat 1.0000 2026-04-03 10:53:13,359 INFO │ gpt2 0.9995 2026-04-03 10:53:13,359 INFO │ gpt3 1.0000 2026-04-03 10:53:13,359 INFO │ gpt4 1.0000 2026-04-03 10:53:13,359 INFO │ llama-chat 1.0000 2026-04-03 10:53:13,359 INFO │ mistral 0.9968 2026-04-03 10:53:13,359 INFO │ mistral-chat 1.0000 2026-04-03 10:53:13,359 INFO │ mpt 0.9882 2026-04-03 10:53:13,359 INFO │ mpt-chat 0.9999 2026-04-03 10:53:13,359 INFO │ (prev best) 0.9984 2026-04-03 10:53:13,359 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:53:13,359 INFO │ article_deletion 0.9996 ~ 2026-04-03 10:53:13,359 INFO │ homoglyphs 0.9999 ~ 2026-04-03 10:53:13,359 INFO │ misspelling 0.9995 ~ 2026-04-03 10:53:13,359 INFO │ no_attack 0.9985 ~ 2026-04-03 10:53:13,359 INFO │ synonym_replacement 0.9986 ~ 2026-04-03 10:53:13,359 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 10:53:13,359 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:53:13,359 INFO No improvement (4/25) best=0.9984 2026-04-03 10:53:27,012 INFO [Step 46/200] det=skip para=-0.0038 raw_rwd=0.1717±0.0366 rwd=0.1717 2026-04-03 10:53:27,012 INFO per-gen rewards: chatgpt=0.157 cohere=0.153 cohere-c=0.183 gpt2=0.167 gpt3=0.184 gpt4=0.172 llama-ch=0.174 mistral=0.174 mistral-=0.189 mpt=0.163 mpt-chat=0.170 2026-04-03 10:53:40,307 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 10:53:40,307 INFO [Step 47/200] det=skip para=-0.0052 raw_rwd=0.1814±0.0235 rwd=0.1814 2026-04-03 10:53:40,308 INFO per-gen rewards: chatgpt=0.172 cohere=0.193 cohere-c=0.187 gpt2=0.185 gpt3=0.143 gpt4=0.185 llama-ch=0.189 mistral=0.192 mistral-=0.185 mpt=0.172 mpt-chat=0.193 2026-04-03 10:53:53,547 INFO [Step 48/200] det=skip para=-0.0157 raw_rwd=0.1858±0.0205 rwd=0.1858 2026-04-03 10:53:53,547 INFO per-gen rewards: chatgpt=0.190 cohere=0.192 cohere-c=0.180 gpt2=0.173 gpt3=0.183 gpt4=0.187 llama-ch=0.197 mistral=0.190 mistral-=0.182 mpt=0.181 mpt-chat=0.189 2026-04-03 10:54:06,676 INFO [Step 49/200] det=skip para=0.0205 raw_rwd=0.1760±0.0326 rwd=0.1760 2026-04-03 10:54:06,676 INFO per-gen rewards: chatgpt=0.173 cohere=0.187 cohere-c=0.165 gpt2=0.182 gpt3=0.174 gpt4=0.167 llama-ch=0.195 mistral=0.172 mistral-=0.170 mpt=0.185 mpt-chat=0.166 2026-04-03 10:54:19,805 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 10:54:19,806 INFO [Step 50/200] det=skip para=-0.0000 raw_rwd=0.1768±0.0270 rwd=0.1768 2026-04-03 10:54:19,806 INFO per-gen rewards: chatgpt=0.180 cohere=0.188 cohere-c=0.184 gpt2=0.184 gpt3=0.186 gpt4=0.175 llama-ch=0.184 mistral=0.163 mistral-=0.158 mpt=0.185 mpt-chat=0.160 2026-04-03 10:55:44,178 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:55:44,178 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 10:55:44,178 INFO │ chatgpt 1.0000 2026-04-03 10:55:44,179 INFO │ cohere 0.9981 2026-04-03 10:55:44,179 INFO │ cohere-chat 1.0000 2026-04-03 10:55:44,179 INFO │ gpt2 0.9995 2026-04-03 10:55:44,179 INFO │ gpt3 1.0000 2026-04-03 10:55:44,179 INFO │ gpt4 1.0000 2026-04-03 10:55:44,179 INFO │ llama-chat 1.0000 2026-04-03 10:55:44,179 INFO │ mistral 0.9968 2026-04-03 10:55:44,179 INFO │ mistral-chat 1.0000 2026-04-03 10:55:44,179 INFO │ mpt 0.9882 2026-04-03 10:55:44,179 INFO │ mpt-chat 0.9999 2026-04-03 10:55:44,179 INFO │ (prev best) 0.9984 2026-04-03 10:55:44,179 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:55:44,179 INFO │ article_deletion 0.9997 ~ 2026-04-03 10:55:44,179 INFO │ homoglyphs 0.9999 ~ 2026-04-03 10:55:44,179 INFO │ misspelling 0.9995 ~ 2026-04-03 10:55:44,179 INFO │ no_attack 0.9985 ~ 2026-04-03 10:55:44,179 INFO │ synonym_replacement 0.9987 ~ 2026-04-03 10:55:44,179 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 10:55:44,179 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:55:44,179 INFO No improvement (5/25) best=0.9984 2026-04-03 10:55:58,114 INFO [Step 51/200] det=skip para=-0.0000 raw_rwd=0.1761±0.0291 rwd=0.1761 2026-04-03 10:55:58,114 INFO per-gen rewards: chatgpt=0.185 cohere=0.172 cohere-c=0.168 gpt2=0.158 gpt3=0.188 gpt4=0.164 llama-ch=0.173 mistral=0.175 mistral-=0.182 mpt=0.180 mpt-chat=0.194 2026-04-03 10:56:11,358 INFO [Step 52/200] det=skip para=0.0000 raw_rwd=0.1784±0.0267 rwd=0.1784 2026-04-03 10:56:11,358 INFO per-gen rewards: chatgpt=0.186 cohere=0.172 cohere-c=0.173 gpt2=0.174 gpt3=0.186 gpt4=0.172 llama-ch=0.185 mistral=0.183 mistral-=0.165 mpt=0.176 mpt-chat=0.191 2026-04-03 10:56:24,594 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 10:56:24,594 INFO [Step 53/200] det=skip para=-0.0000 raw_rwd=0.1757±0.0322 rwd=0.1757 2026-04-03 10:56:24,594 INFO per-gen rewards: chatgpt=0.169 cohere=0.175 cohere-c=0.149 gpt2=0.183 gpt3=0.159 gpt4=0.169 llama-ch=0.187 mistral=0.196 mistral-=0.184 mpt=0.191 mpt-chat=0.173 2026-04-03 10:56:37,808 INFO [Step 54/200] det=skip para=-0.0000 raw_rwd=0.1778±0.0269 rwd=0.1778 2026-04-03 10:56:37,808 INFO per-gen rewards: chatgpt=0.170 cohere=0.182 cohere-c=0.172 gpt2=0.177 gpt3=0.199 gpt4=0.193 llama-ch=0.171 mistral=0.162 mistral-=0.171 mpt=0.171 mpt-chat=0.187 2026-04-03 10:56:51,059 INFO [Step 55/200] det=skip para=-0.0178 raw_rwd=0.1800±0.0287 rwd=0.1800 2026-04-03 10:56:51,059 INFO per-gen rewards: chatgpt=0.186 cohere=0.169 cohere-c=0.200 gpt2=0.156 gpt3=0.192 gpt4=0.177 llama-ch=0.163 mistral=0.196 mistral-=0.174 mpt=0.173 mpt-chat=0.194 2026-04-03 10:58:15,451 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 10:58:15,451 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 10:58:15,451 INFO │ chatgpt 1.0000 2026-04-03 10:58:15,451 INFO │ cohere 0.9981 2026-04-03 10:58:15,451 INFO │ cohere-chat 1.0000 2026-04-03 10:58:15,451 INFO │ gpt2 0.9995 2026-04-03 10:58:15,451 INFO │ gpt3 1.0000 2026-04-03 10:58:15,451 INFO │ gpt4 1.0000 2026-04-03 10:58:15,451 INFO │ llama-chat 1.0000 2026-04-03 10:58:15,451 INFO │ mistral 0.9968 2026-04-03 10:58:15,451 INFO │ mistral-chat 1.0000 2026-04-03 10:58:15,451 INFO │ mpt 0.9882 2026-04-03 10:58:15,451 INFO │ mpt-chat 0.9999 2026-04-03 10:58:15,451 INFO │ (prev best) 0.9984 2026-04-03 10:58:15,451 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 10:58:15,452 INFO │ article_deletion 0.9997 ~ 2026-04-03 10:58:15,452 INFO │ homoglyphs 0.9999 ~ 2026-04-03 10:58:15,452 INFO │ misspelling 0.9995 ~ 2026-04-03 10:58:15,452 INFO │ no_attack 0.9985 ~ 2026-04-03 10:58:15,452 INFO │ synonym_replacement 0.9986 ~ 2026-04-03 10:58:15,452 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 10:58:15,452 INFO └─────────────────────────────────────────────┘ 2026-04-03 10:58:15,452 INFO No improvement (6/25) best=0.9984 2026-04-03 10:58:29,003 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 10:58:29,004 INFO [Step 56/200] det=skip para=0.0000 raw_rwd=0.1777±0.0302 rwd=0.1777 2026-04-03 10:58:29,004 INFO per-gen rewards: chatgpt=0.183 cohere=0.182 cohere-c=0.166 gpt2=0.155 gpt3=0.187 gpt4=0.188 llama-ch=0.144 mistral=0.167 mistral-=0.188 mpt=0.201 mpt-chat=0.194 2026-04-03 10:58:42,053 INFO [Step 57/200] det=skip para=0.0000 raw_rwd=0.1749±0.0315 rwd=0.1749 2026-04-03 10:58:42,053 INFO per-gen rewards: chatgpt=0.189 cohere=0.195 cohere-c=0.177 gpt2=0.177 gpt3=0.142 gpt4=0.181 llama-ch=0.167 mistral=0.165 mistral-=0.170 mpt=0.165 mpt-chat=0.196 2026-04-03 10:58:55,231 INFO [Step 58/200] det=skip para=-0.0000 raw_rwd=0.1810±0.0217 rwd=0.1810 2026-04-03 10:58:55,232 INFO per-gen rewards: chatgpt=0.188 cohere=0.180 cohere-c=0.165 gpt2=0.179 gpt3=0.196 gpt4=0.180 llama-ch=0.185 mistral=0.185 mistral-=0.178 mpt=0.180 mpt-chat=0.178 2026-04-03 10:59:08,413 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 10:59:08,413 INFO [Step 59/200] det=skip para=-0.0044 raw_rwd=0.1850±0.0236 rwd=0.1850 2026-04-03 10:59:08,413 INFO per-gen rewards: chatgpt=0.182 cohere=0.188 cohere-c=0.160 gpt2=0.191 gpt3=0.179 gpt4=0.202 llama-ch=0.191 mistral=0.174 mistral-=0.194 mpt=0.181 mpt-chat=0.188 2026-04-03 10:59:21,454 INFO [Step 60/200] det=skip para=-0.0000 raw_rwd=0.1808±0.0259 rwd=0.1808 2026-04-03 10:59:21,454 INFO per-gen rewards: chatgpt=0.173 cohere=0.185 cohere-c=0.179 gpt2=0.197 gpt3=0.186 gpt4=0.182 llama-ch=0.177 mistral=0.172 mistral-=0.180 mpt=0.179 mpt-chat=0.184 2026-04-03 11:00:45,765 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 11:00:45,765 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 11:00:45,765 INFO │ chatgpt 1.0000 2026-04-03 11:00:45,765 INFO │ cohere 0.9981 2026-04-03 11:00:45,765 INFO │ cohere-chat 1.0000 2026-04-03 11:00:45,765 INFO │ gpt2 0.9995 2026-04-03 11:00:45,765 INFO │ gpt3 1.0000 2026-04-03 11:00:45,765 INFO │ gpt4 1.0000 2026-04-03 11:00:45,765 INFO │ llama-chat 1.0000 2026-04-03 11:00:45,765 INFO │ mistral 0.9968 2026-04-03 11:00:45,765 INFO │ mistral-chat 1.0000 2026-04-03 11:00:45,765 INFO │ mpt 0.9882 2026-04-03 11:00:45,765 INFO │ mpt-chat 0.9999 2026-04-03 11:00:45,765 INFO │ (prev best) 0.9984 2026-04-03 11:00:45,765 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 11:00:45,765 INFO │ article_deletion 0.9996 ~ 2026-04-03 11:00:45,765 INFO │ homoglyphs 0.9999 ~ 2026-04-03 11:00:45,765 INFO │ misspelling 0.9995 ~ 2026-04-03 11:00:45,765 INFO │ no_attack 0.9985 ~ 2026-04-03 11:00:45,766 INFO │ synonym_replacement 0.9987 ~ 2026-04-03 11:00:45,766 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 11:00:45,766 INFO └─────────────────────────────────────────────┘ 2026-04-03 11:00:45,766 INFO No improvement (7/25) best=0.9984 2026-04-03 11:00:59,306 INFO [Step 61/200] det=skip para=0.0000 raw_rwd=0.1690±0.0324 rwd=0.1690 2026-04-03 11:00:59,307 INFO per-gen rewards: chatgpt=0.136 cohere=0.188 cohere-c=0.161 gpt2=0.168 gpt3=0.170 gpt4=0.166 llama-ch=0.176 mistral=0.177 mistral-=0.169 mpt=0.169 mpt-chat=0.178 2026-04-03 11:01:12,504 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:01:12,505 INFO [Step 62/200] det=skip para=0.0000 raw_rwd=0.1725±0.0335 rwd=0.1725 2026-04-03 11:01:12,505 INFO per-gen rewards: chatgpt=0.183 cohere=0.168 cohere-c=0.163 gpt2=0.161 gpt3=0.171 gpt4=0.197 llama-ch=0.175 mistral=0.165 mistral-=0.168 mpt=0.163 mpt-chat=0.183 2026-04-03 11:01:25,683 INFO [Step 63/200] det=skip para=-0.0000 raw_rwd=0.1785±0.0271 rwd=0.1785 2026-04-03 11:01:25,683 INFO per-gen rewards: chatgpt=0.188 cohere=0.192 cohere-c=0.185 gpt2=0.176 gpt3=0.180 gpt4=0.181 llama-ch=0.184 mistral=0.168 mistral-=0.157 mpt=0.181 mpt-chat=0.172 2026-04-03 11:01:38,773 INFO [Step 64/200] det=skip para=-0.0000 raw_rwd=0.1778±0.0281 rwd=0.1778 2026-04-03 11:01:38,773 INFO per-gen rewards: chatgpt=0.181 cohere=0.187 cohere-c=0.166 gpt2=0.191 gpt3=0.189 gpt4=0.172 llama-ch=0.176 mistral=0.147 mistral-=0.184 mpt=0.166 mpt-chat=0.192 2026-04-03 11:01:51,838 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:01:51,838 INFO [Step 65/200] det=skip para=-0.0052 raw_rwd=0.1753±0.0368 rwd=0.1753 2026-04-03 11:01:51,838 INFO per-gen rewards: chatgpt=0.170 cohere=0.198 cohere-c=0.172 gpt2=0.186 gpt3=0.183 gpt4=0.197 llama-ch=0.170 mistral=0.162 mistral-=0.158 mpt=0.161 mpt-chat=0.175 2026-04-03 11:03:16,136 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 11:03:16,136 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 11:03:16,136 INFO │ chatgpt 1.0000 2026-04-03 11:03:16,136 INFO │ cohere 0.9981 2026-04-03 11:03:16,136 INFO │ cohere-chat 1.0000 2026-04-03 11:03:16,136 INFO │ gpt2 0.9995 2026-04-03 11:03:16,136 INFO │ gpt3 1.0000 2026-04-03 11:03:16,136 INFO │ gpt4 1.0000 2026-04-03 11:03:16,136 INFO │ llama-chat 1.0000 2026-04-03 11:03:16,136 INFO │ mistral 0.9968 2026-04-03 11:03:16,136 INFO │ mistral-chat 1.0000 2026-04-03 11:03:16,136 INFO │ mpt 0.9882 2026-04-03 11:03:16,136 INFO │ mpt-chat 0.9999 2026-04-03 11:03:16,136 INFO │ (prev best) 0.9984 2026-04-03 11:03:16,136 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 11:03:16,136 INFO │ article_deletion 0.9997 ~ 2026-04-03 11:03:16,136 INFO │ homoglyphs 0.9999 ~ 2026-04-03 11:03:16,137 INFO │ misspelling 0.9995 ~ 2026-04-03 11:03:16,137 INFO │ no_attack 0.9985 ~ 2026-04-03 11:03:16,137 INFO │ synonym_replacement 0.9987 ~ 2026-04-03 11:03:16,137 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 11:03:16,137 INFO └─────────────────────────────────────────────┘ 2026-04-03 11:03:16,137 INFO No improvement (8/25) best=0.9984 2026-04-03 11:03:29,448 INFO [Step 66/200] det=skip para=0.0000 raw_rwd=0.1769±0.0291 rwd=0.1769 2026-04-03 11:03:29,448 INFO per-gen rewards: chatgpt=0.173 cohere=0.179 cohere-c=0.181 gpt2=0.181 gpt3=0.158 gpt4=0.183 llama-ch=0.187 mistral=0.161 mistral-=0.179 mpt=0.169 mpt-chat=0.194 2026-04-03 11:03:42,629 INFO [Step 67/200] det=skip para=0.0000 raw_rwd=0.1777±0.0271 rwd=0.1777 2026-04-03 11:03:42,629 INFO per-gen rewards: chatgpt=0.168 cohere=0.193 cohere-c=0.190 gpt2=0.179 gpt3=0.185 gpt4=0.165 llama-ch=0.169 mistral=0.164 mistral-=0.190 mpt=0.175 mpt-chat=0.179 2026-04-03 11:03:55,728 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:03:55,729 INFO [Step 68/200] det=skip para=-0.0051 raw_rwd=0.1746±0.0287 rwd=0.1746 2026-04-03 11:03:55,729 INFO per-gen rewards: chatgpt=0.160 cohere=0.167 cohere-c=0.184 gpt2=0.175 gpt3=0.172 gpt4=0.181 llama-ch=0.178 mistral=0.167 mistral-=0.182 mpt=0.164 mpt-chat=0.192 2026-04-03 11:04:09,091 INFO [Step 69/200] det=skip para=-0.0037 raw_rwd=0.1787±0.0230 rwd=0.1787 2026-04-03 11:04:09,091 INFO per-gen rewards: chatgpt=0.187 cohere=0.172 cohere-c=0.163 gpt2=0.187 gpt3=0.185 gpt4=0.195 llama-ch=0.179 mistral=0.180 mistral-=0.160 mpt=0.188 mpt-chat=0.173 2026-04-03 11:04:22,663 INFO [Step 70/200] det=skip para=0.0000 raw_rwd=0.1823±0.0253 rwd=0.1823 2026-04-03 11:04:22,663 INFO per-gen rewards: chatgpt=0.183 cohere=0.185 cohere-c=0.176 gpt2=0.157 gpt3=0.197 gpt4=0.199 llama-ch=0.193 mistral=0.165 mistral-=0.184 mpt=0.181 mpt-chat=0.187 2026-04-03 11:05:47,006 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 11:05:47,006 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 11:05:47,007 INFO │ chatgpt 1.0000 2026-04-03 11:05:47,007 INFO │ cohere 0.9981 2026-04-03 11:05:47,007 INFO │ cohere-chat 1.0000 2026-04-03 11:05:47,007 INFO │ gpt2 0.9995 2026-04-03 11:05:47,007 INFO │ gpt3 1.0000 2026-04-03 11:05:47,007 INFO │ gpt4 1.0000 2026-04-03 11:05:47,007 INFO │ llama-chat 1.0000 2026-04-03 11:05:47,007 INFO │ mistral 0.9968 2026-04-03 11:05:47,007 INFO │ mistral-chat 1.0000 2026-04-03 11:05:47,007 INFO │ mpt 0.9882 2026-04-03 11:05:47,007 INFO │ mpt-chat 0.9999 2026-04-03 11:05:47,007 INFO │ (prev best) 0.9984 2026-04-03 11:05:47,007 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 11:05:47,007 INFO │ article_deletion 0.9997 ~ 2026-04-03 11:05:47,007 INFO │ homoglyphs 0.9999 ~ 2026-04-03 11:05:47,007 INFO │ misspelling 0.9995 ~ 2026-04-03 11:05:47,007 INFO │ no_attack 0.9985 ~ 2026-04-03 11:05:47,007 INFO │ synonym_replacement 0.9986 ~ 2026-04-03 11:05:47,007 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 11:05:47,007 INFO └─────────────────────────────────────────────┘ 2026-04-03 11:05:47,007 INFO No improvement (9/25) best=0.9984 2026-04-03 11:06:00,346 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:06:00,347 INFO [Step 71/200] det=skip para=-0.0001 raw_rwd=0.1849±0.0204 rwd=0.1849 2026-04-03 11:06:00,347 INFO per-gen rewards: chatgpt=0.188 cohere=0.202 cohere-c=0.189 gpt2=0.193 gpt3=0.188 gpt4=0.163 llama-ch=0.177 mistral=0.183 mistral-=0.179 mpt=0.172 mpt-chat=0.202 2026-04-03 11:06:13,383 INFO [Step 72/200] det=skip para=-0.0000 raw_rwd=0.1765±0.0291 rwd=0.1765 2026-04-03 11:06:13,383 INFO per-gen rewards: chatgpt=0.190 cohere=0.196 cohere-c=0.168 gpt2=0.177 gpt3=0.150 gpt4=0.180 llama-ch=0.178 mistral=0.164 mistral-=0.187 mpt=0.191 mpt-chat=0.159 2026-04-03 11:06:26,576 INFO [Step 73/200] det=skip para=-0.0066 raw_rwd=0.1786±0.0280 rwd=0.1786 2026-04-03 11:06:26,576 INFO per-gen rewards: chatgpt=0.173 cohere=0.193 cohere-c=0.199 gpt2=0.187 gpt3=0.165 gpt4=0.188 llama-ch=0.166 mistral=0.180 mistral-=0.175 mpt=0.177 mpt-chat=0.165 2026-04-03 11:06:39,863 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:06:39,864 INFO [Step 74/200] det=skip para=-0.0000 raw_rwd=0.1846±0.0237 rwd=0.1846 2026-04-03 11:06:39,864 INFO per-gen rewards: chatgpt=0.179 cohere=0.198 cohere-c=0.187 gpt2=0.185 gpt3=0.184 gpt4=0.177 llama-ch=0.196 mistral=0.186 mistral-=0.177 mpt=0.183 mpt-chat=0.179 2026-04-03 11:06:53,047 INFO [Step 75/200] det=skip para=-0.0119 raw_rwd=0.1780±0.0283 rwd=0.1780 2026-04-03 11:06:53,048 INFO per-gen rewards: chatgpt=0.190 cohere=0.172 cohere-c=0.170 gpt2=0.175 gpt3=0.192 gpt4=0.185 llama-ch=0.174 mistral=0.164 mistral-=0.185 mpt=0.164 mpt-chat=0.183 2026-04-03 11:08:17,127 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 11:08:17,127 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 11:08:17,127 INFO │ chatgpt 1.0000 2026-04-03 11:08:17,127 INFO │ cohere 0.9981 2026-04-03 11:08:17,127 INFO │ cohere-chat 1.0000 2026-04-03 11:08:17,127 INFO │ gpt2 0.9995 2026-04-03 11:08:17,127 INFO │ gpt3 1.0000 2026-04-03 11:08:17,127 INFO │ gpt4 1.0000 2026-04-03 11:08:17,128 INFO │ llama-chat 1.0000 2026-04-03 11:08:17,128 INFO │ mistral 0.9968 2026-04-03 11:08:17,128 INFO │ mistral-chat 1.0000 2026-04-03 11:08:17,128 INFO │ mpt 0.9882 2026-04-03 11:08:17,128 INFO │ mpt-chat 0.9999 2026-04-03 11:08:17,128 INFO │ (prev best) 0.9984 2026-04-03 11:08:17,128 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 11:08:17,128 INFO │ article_deletion 0.9996 ~ 2026-04-03 11:08:17,128 INFO │ homoglyphs 0.9999 ~ 2026-04-03 11:08:17,128 INFO │ misspelling 0.9995 ~ 2026-04-03 11:08:17,128 INFO │ no_attack 0.9985 ~ 2026-04-03 11:08:17,128 INFO │ synonym_replacement 0.9987 ~ 2026-04-03 11:08:17,128 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 11:08:17,128 INFO └─────────────────────────────────────────────┘ 2026-04-03 11:08:17,128 INFO No improvement (10/25) best=0.9984 2026-04-03 11:08:30,396 INFO [Step 76/200] det=skip para=-0.0003 raw_rwd=0.1763±0.0282 rwd=0.1763 2026-04-03 11:08:30,397 INFO per-gen rewards: chatgpt=0.164 cohere=0.193 cohere-c=0.184 gpt2=0.165 gpt3=0.166 gpt4=0.171 llama-ch=0.189 mistral=0.196 mistral-=0.167 mpt=0.179 mpt-chat=0.166 2026-04-03 11:08:43,607 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:08:43,607 INFO [Step 77/200] det=skip para=-0.0037 raw_rwd=0.1830±0.0249 rwd=0.1830 2026-04-03 11:08:43,607 INFO per-gen rewards: chatgpt=0.187 cohere=0.198 cohere-c=0.177 gpt2=0.175 gpt3=0.187 gpt4=0.191 llama-ch=0.181 mistral=0.190 mistral-=0.181 mpt=0.181 mpt-chat=0.166 2026-04-03 11:08:56,820 INFO [Step 78/200] det=skip para=-0.0174 raw_rwd=0.1844±0.0219 rwd=0.1844 2026-04-03 11:08:56,820 INFO per-gen rewards: chatgpt=0.183 cohere=0.194 cohere-c=0.182 gpt2=0.195 gpt3=0.191 gpt4=0.195 llama-ch=0.173 mistral=0.184 mistral-=0.194 mpt=0.189 mpt-chat=0.152 2026-04-03 11:09:10,124 INFO [Step 79/200] det=skip para=-0.0126 raw_rwd=0.1784±0.0317 rwd=0.1784 2026-04-03 11:09:10,124 INFO per-gen rewards: chatgpt=0.194 cohere=0.158 cohere-c=0.192 gpt2=0.190 gpt3=0.167 gpt4=0.173 llama-ch=0.175 mistral=0.195 mistral-=0.187 mpt=0.164 mpt-chat=0.170 2026-04-03 11:09:23,375 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:09:23,376 INFO [Step 80/200] det=skip para=-0.0000 raw_rwd=0.1690±0.0309 rwd=0.1690 2026-04-03 11:09:23,376 INFO per-gen rewards: chatgpt=0.149 cohere=0.175 cohere-c=0.161 gpt2=0.185 gpt3=0.166 gpt4=0.174 llama-ch=0.149 mistral=0.181 mistral-=0.191 mpt=0.161 mpt-chat=0.167 2026-04-03 11:10:47,532 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 11:10:47,533 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 11:10:47,533 INFO │ chatgpt 1.0000 2026-04-03 11:10:47,533 INFO │ cohere 0.9981 2026-04-03 11:10:47,533 INFO │ cohere-chat 1.0000 2026-04-03 11:10:47,533 INFO │ gpt2 0.9995 2026-04-03 11:10:47,533 INFO │ gpt3 1.0000 2026-04-03 11:10:47,533 INFO │ gpt4 1.0000 2026-04-03 11:10:47,533 INFO │ llama-chat 1.0000 2026-04-03 11:10:47,533 INFO │ mistral 0.9968 2026-04-03 11:10:47,533 INFO │ mistral-chat 1.0000 2026-04-03 11:10:47,533 INFO │ mpt 0.9882 2026-04-03 11:10:47,533 INFO │ mpt-chat 0.9999 2026-04-03 11:10:47,533 INFO │ (prev best) 0.9984 2026-04-03 11:10:47,533 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 11:10:47,533 INFO │ article_deletion 0.9997 ~ 2026-04-03 11:10:47,533 INFO │ homoglyphs 0.9999 ~ 2026-04-03 11:10:47,533 INFO │ misspelling 0.9995 ~ 2026-04-03 11:10:47,533 INFO │ no_attack 0.9985 ~ 2026-04-03 11:10:47,533 INFO │ synonym_replacement 0.9988 ~ 2026-04-03 11:10:47,533 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 11:10:47,533 INFO └─────────────────────────────────────────────┘ 2026-04-03 11:10:47,533 INFO No improvement (11/25) best=0.9984 2026-04-03 11:11:00,989 INFO [Step 81/200] det=skip para=-0.0154 raw_rwd=0.1777±0.0294 rwd=0.1777 2026-04-03 11:11:00,989 INFO per-gen rewards: chatgpt=0.167 cohere=0.189 cohere-c=0.183 gpt2=0.179 gpt3=0.187 gpt4=0.174 llama-ch=0.185 mistral=0.161 mistral-=0.186 mpt=0.191 mpt-chat=0.150 2026-04-03 11:11:14,304 INFO [Step 82/200] det=skip para=-0.0037 raw_rwd=0.1857±0.0229 rwd=0.1857 2026-04-03 11:11:14,304 INFO per-gen rewards: chatgpt=0.185 cohere=0.180 cohere-c=0.193 gpt2=0.196 gpt3=0.191 gpt4=0.191 llama-ch=0.177 mistral=0.184 mistral-=0.188 mpt=0.189 mpt-chat=0.170 2026-04-03 11:11:27,527 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:11:27,528 INFO [Step 83/200] det=skip para=-0.0000 raw_rwd=0.1794±0.0246 rwd=0.1794 2026-04-03 11:11:27,528 INFO per-gen rewards: chatgpt=0.174 cohere=0.198 cohere-c=0.166 gpt2=0.186 gpt3=0.184 gpt4=0.168 llama-ch=0.172 mistral=0.196 mistral-=0.176 mpt=0.171 mpt-chat=0.183 2026-04-03 11:11:40,704 INFO [Step 84/200] det=skip para=-0.0031 raw_rwd=0.1790±0.0321 rwd=0.1790 2026-04-03 11:11:40,704 INFO per-gen rewards: chatgpt=0.182 cohere=0.160 cohere-c=0.189 gpt2=0.183 gpt3=0.185 gpt4=0.176 llama-ch=0.171 mistral=0.183 mistral-=0.169 mpt=0.192 mpt-chat=0.177 2026-04-03 11:11:53,878 INFO [Step 85/200] det=skip para=-0.0078 raw_rwd=0.1826±0.0263 rwd=0.1826 2026-04-03 11:11:53,879 INFO per-gen rewards: chatgpt=0.190 cohere=0.175 cohere-c=0.182 gpt2=0.197 gpt3=0.192 gpt4=0.177 llama-ch=0.184 mistral=0.173 mistral-=0.188 mpt=0.164 mpt-chat=0.189 2026-04-03 11:13:17,954 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 11:13:17,955 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 11:13:17,955 INFO │ chatgpt 1.0000 2026-04-03 11:13:17,955 INFO │ cohere 0.9981 2026-04-03 11:13:17,955 INFO │ cohere-chat 1.0000 2026-04-03 11:13:17,955 INFO │ gpt2 0.9995 2026-04-03 11:13:17,955 INFO │ gpt3 1.0000 2026-04-03 11:13:17,955 INFO │ gpt4 1.0000 2026-04-03 11:13:17,955 INFO │ llama-chat 1.0000 2026-04-03 11:13:17,955 INFO │ mistral 0.9968 2026-04-03 11:13:17,955 INFO │ mistral-chat 1.0000 2026-04-03 11:13:17,955 INFO │ mpt 0.9882 2026-04-03 11:13:17,955 INFO │ mpt-chat 0.9999 2026-04-03 11:13:17,955 INFO │ (prev best) 0.9984 2026-04-03 11:13:17,955 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 11:13:17,955 INFO │ article_deletion 0.9996 ~ 2026-04-03 11:13:17,955 INFO │ homoglyphs 0.9999 ~ 2026-04-03 11:13:17,955 INFO │ misspelling 0.9996 ~ 2026-04-03 11:13:17,955 INFO │ no_attack 0.9985 ~ 2026-04-03 11:13:17,955 INFO │ synonym_replacement 0.9986 ~ 2026-04-03 11:13:17,955 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 11:13:17,955 INFO └─────────────────────────────────────────────┘ 2026-04-03 11:13:17,955 INFO No improvement (12/25) best=0.9984 2026-04-03 11:13:31,371 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:13:31,372 INFO [Step 86/200] det=skip para=-0.0032 raw_rwd=0.1816±0.0222 rwd=0.1816 2026-04-03 11:13:31,372 INFO per-gen rewards: chatgpt=0.187 cohere=0.172 cohere-c=0.186 gpt2=0.179 gpt3=0.188 gpt4=0.164 llama-ch=0.181 mistral=0.193 mistral-=0.182 mpt=0.176 mpt-chat=0.191 2026-04-03 11:13:44,626 INFO [Step 87/200] det=skip para=-0.0000 raw_rwd=0.1800±0.0280 rwd=0.1800 2026-04-03 11:13:44,626 INFO per-gen rewards: chatgpt=0.188 cohere=0.169 cohere-c=0.163 gpt2=0.171 gpt3=0.180 gpt4=0.192 llama-ch=0.187 mistral=0.176 mistral-=0.189 mpt=0.183 mpt-chat=0.186 2026-04-03 11:13:57,842 INFO [Step 88/200] det=skip para=0.0000 raw_rwd=0.1776±0.0296 rwd=0.1776 2026-04-03 11:13:57,842 INFO per-gen rewards: chatgpt=0.187 cohere=0.172 cohere-c=0.194 gpt2=0.172 gpt3=0.151 gpt4=0.162 llama-ch=0.181 mistral=0.207 mistral-=0.179 mpt=0.167 mpt-chat=0.185 2026-04-03 11:14:11,115 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:14:11,115 INFO [Step 89/200] det=skip para=-0.0000 raw_rwd=0.1786±0.0268 rwd=0.1786 2026-04-03 11:14:11,115 INFO per-gen rewards: chatgpt=0.192 cohere=0.177 cohere-c=0.174 gpt2=0.177 gpt3=0.168 gpt4=0.184 llama-ch=0.182 mistral=0.171 mistral-=0.192 mpt=0.169 mpt-chat=0.178 2026-04-03 11:14:24,423 INFO [Step 90/200] det=skip para=-0.0128 raw_rwd=0.1774±0.0266 rwd=0.1774 2026-04-03 11:14:24,423 INFO per-gen rewards: chatgpt=0.173 cohere=0.175 cohere-c=0.177 gpt2=0.171 gpt3=0.172 gpt4=0.187 llama-ch=0.178 mistral=0.169 mistral-=0.172 mpt=0.190 mpt-chat=0.186 2026-04-03 11:15:48,538 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 11:15:48,538 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 11:15:48,538 INFO │ chatgpt 1.0000 2026-04-03 11:15:48,538 INFO │ cohere 0.9981 2026-04-03 11:15:48,538 INFO │ cohere-chat 1.0000 2026-04-03 11:15:48,538 INFO │ gpt2 0.9995 2026-04-03 11:15:48,538 INFO │ gpt3 1.0000 2026-04-03 11:15:48,538 INFO │ gpt4 1.0000 2026-04-03 11:15:48,538 INFO │ llama-chat 1.0000 2026-04-03 11:15:48,538 INFO │ mistral 0.9968 2026-04-03 11:15:48,538 INFO │ mistral-chat 1.0000 2026-04-03 11:15:48,538 INFO │ mpt 0.9882 2026-04-03 11:15:48,538 INFO │ mpt-chat 0.9999 2026-04-03 11:15:48,538 INFO │ (prev best) 0.9984 2026-04-03 11:15:48,538 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 11:15:48,538 INFO │ article_deletion 0.9997 ~ 2026-04-03 11:15:48,538 INFO │ homoglyphs 0.9999 ~ 2026-04-03 11:15:48,538 INFO │ misspelling 0.9996 ~ 2026-04-03 11:15:48,538 INFO │ no_attack 0.9985 ~ 2026-04-03 11:15:48,538 INFO │ synonym_replacement 0.9987 ~ 2026-04-03 11:15:48,538 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 11:15:48,538 INFO └─────────────────────────────────────────────┘ 2026-04-03 11:15:48,539 INFO No improvement (13/25) best=0.9984 2026-04-03 11:16:01,587 INFO [Step 91/200] det=skip para=-0.0080 raw_rwd=0.1832±0.0287 rwd=0.1832 2026-04-03 11:16:01,587 INFO per-gen rewards: chatgpt=0.191 cohere=0.172 cohere-c=0.187 gpt2=0.191 gpt3=0.187 gpt4=0.183 llama-ch=0.166 mistral=0.180 mistral-=0.199 mpt=0.185 mpt-chat=0.173 2026-04-03 11:16:14,730 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:16:14,730 INFO [Step 92/200] det=skip para=0.0159 raw_rwd=0.1833±0.0330 rwd=0.1833 2026-04-03 11:16:14,730 INFO per-gen rewards: chatgpt=0.189 cohere=0.201 cohere-c=0.188 gpt2=0.164 gpt3=0.189 gpt4=0.198 llama-ch=0.161 mistral=0.187 mistral-=0.177 mpt=0.180 mpt-chat=0.186 2026-04-03 11:16:27,784 INFO [Step 93/200] det=skip para=-0.0096 raw_rwd=0.1785±0.0271 rwd=0.1785 2026-04-03 11:16:27,784 INFO per-gen rewards: chatgpt=0.178 cohere=0.170 cohere-c=0.175 gpt2=0.180 gpt3=0.184 gpt4=0.163 llama-ch=0.181 mistral=0.197 mistral-=0.171 mpt=0.184 mpt-chat=0.182 2026-04-03 11:16:40,844 INFO [Step 94/200] det=skip para=0.0000 raw_rwd=0.1763±0.0284 rwd=0.1763 2026-04-03 11:16:40,844 INFO per-gen rewards: chatgpt=0.174 cohere=0.178 cohere-c=0.171 gpt2=0.186 gpt3=0.168 gpt4=0.174 llama-ch=0.180 mistral=0.187 mistral-=0.188 mpt=0.163 mpt-chat=0.172 2026-04-03 11:16:53,988 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:16:53,989 INFO [Step 95/200] det=skip para=0.0000 raw_rwd=0.1784±0.0278 rwd=0.1784 2026-04-03 11:16:53,989 INFO per-gen rewards: chatgpt=0.183 cohere=0.186 cohere-c=0.184 gpt2=0.180 gpt3=0.183 gpt4=0.163 llama-ch=0.190 mistral=0.164 mistral-=0.187 mpt=0.159 mpt-chat=0.184 2026-04-03 11:18:18,030 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 11:18:18,030 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 11:18:18,030 INFO │ chatgpt 1.0000 2026-04-03 11:18:18,030 INFO │ cohere 0.9981 2026-04-03 11:18:18,030 INFO │ cohere-chat 1.0000 2026-04-03 11:18:18,030 INFO │ gpt2 0.9995 2026-04-03 11:18:18,030 INFO │ gpt3 1.0000 2026-04-03 11:18:18,030 INFO │ gpt4 1.0000 2026-04-03 11:18:18,030 INFO │ llama-chat 1.0000 2026-04-03 11:18:18,030 INFO │ mistral 0.9968 2026-04-03 11:18:18,030 INFO │ mistral-chat 1.0000 2026-04-03 11:18:18,030 INFO │ mpt 0.9882 2026-04-03 11:18:18,030 INFO │ mpt-chat 0.9999 2026-04-03 11:18:18,030 INFO │ (prev best) 0.9984 2026-04-03 11:18:18,030 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 11:18:18,031 INFO │ article_deletion 0.9996 ~ 2026-04-03 11:18:18,031 INFO │ homoglyphs 0.9999 ~ 2026-04-03 11:18:18,031 INFO │ misspelling 0.9995 ~ 2026-04-03 11:18:18,031 INFO │ no_attack 0.9985 ~ 2026-04-03 11:18:18,031 INFO │ synonym_replacement 0.9987 ~ 2026-04-03 11:18:18,031 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 11:18:18,031 INFO └─────────────────────────────────────────────┘ 2026-04-03 11:18:18,031 INFO No improvement (14/25) best=0.9984 2026-04-03 11:18:31,498 INFO [Step 96/200] det=skip para=-0.0012 raw_rwd=0.1772±0.0259 rwd=0.1772 2026-04-03 11:18:31,498 INFO per-gen rewards: chatgpt=0.177 cohere=0.174 cohere-c=0.184 gpt2=0.179 gpt3=0.183 gpt4=0.194 llama-ch=0.187 mistral=0.169 mistral-=0.176 mpt=0.163 mpt-chat=0.164 2026-04-03 11:18:44,971 INFO [Step 97/200] det=skip para=-0.0010 raw_rwd=0.1825±0.0260 rwd=0.1825 2026-04-03 11:18:44,971 INFO per-gen rewards: chatgpt=0.173 cohere=0.192 cohere-c=0.163 gpt2=0.167 gpt3=0.189 gpt4=0.191 llama-ch=0.176 mistral=0.191 mistral-=0.191 mpt=0.191 mpt-chat=0.176 2026-04-03 11:18:58,427 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:18:58,428 INFO [Step 98/200] det=skip para=0.0158 raw_rwd=0.1844±0.0302 rwd=0.1844 2026-04-03 11:18:58,428 INFO per-gen rewards: chatgpt=0.185 cohere=0.172 cohere-c=0.198 gpt2=0.188 gpt3=0.174 gpt4=0.161 llama-ch=0.187 mistral=0.207 mistral-=0.195 mpt=0.177 mpt-chat=0.184 2026-04-03 11:19:11,991 INFO [Step 99/200] det=skip para=-0.0022 raw_rwd=0.1807±0.0286 rwd=0.1807 2026-04-03 11:19:11,992 INFO per-gen rewards: chatgpt=0.189 cohere=0.191 cohere-c=0.195 gpt2=0.172 gpt3=0.180 gpt4=0.185 llama-ch=0.172 mistral=0.150 mistral-=0.189 mpt=0.184 mpt-chat=0.183 2026-04-03 11:19:25,240 INFO [Step 100/200] det=skip para=-0.0000 raw_rwd=0.1753±0.0280 rwd=0.1753 2026-04-03 11:19:25,240 INFO per-gen rewards: chatgpt=0.172 cohere=0.178 cohere-c=0.177 gpt2=0.169 gpt3=0.167 gpt4=0.149 llama-ch=0.167 mistral=0.197 mistral-=0.172 mpt=0.186 mpt-chat=0.189 2026-04-03 11:20:49,280 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 11:20:49,280 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 11:20:49,280 INFO │ chatgpt 1.0000 2026-04-03 11:20:49,280 INFO │ cohere 0.9981 2026-04-03 11:20:49,281 INFO │ cohere-chat 1.0000 2026-04-03 11:20:49,281 INFO │ gpt2 0.9995 2026-04-03 11:20:49,281 INFO │ gpt3 1.0000 2026-04-03 11:20:49,281 INFO │ gpt4 1.0000 2026-04-03 11:20:49,281 INFO │ llama-chat 1.0000 2026-04-03 11:20:49,281 INFO │ mistral 0.9968 2026-04-03 11:20:49,281 INFO │ mistral-chat 1.0000 2026-04-03 11:20:49,281 INFO │ mpt 0.9882 2026-04-03 11:20:49,281 INFO │ mpt-chat 0.9999 2026-04-03 11:20:49,281 INFO │ (prev best) 0.9984 2026-04-03 11:20:49,281 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 11:20:49,281 INFO │ article_deletion 0.9996 ~ 2026-04-03 11:20:49,281 INFO │ homoglyphs 0.9999 ~ 2026-04-03 11:20:49,281 INFO │ misspelling 0.9995 ~ 2026-04-03 11:20:49,281 INFO │ no_attack 0.9985 ~ 2026-04-03 11:20:49,281 INFO │ synonym_replacement 0.9988 ~ 2026-04-03 11:20:49,281 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 11:20:49,281 INFO └─────────────────────────────────────────────┘ 2026-04-03 11:20:49,281 INFO No improvement (15/25) best=0.9984 2026-04-03 11:21:02,836 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:21:02,837 INFO [Step 101/200] det=skip para=0.0000 raw_rwd=0.1749±0.0290 rwd=0.1749 2026-04-03 11:21:02,837 INFO per-gen rewards: chatgpt=0.182 cohere=0.181 cohere-c=0.188 gpt2=0.161 gpt3=0.180 gpt4=0.181 llama-ch=0.172 mistral=0.186 mistral-=0.143 mpt=0.188 mpt-chat=0.163 2026-04-03 11:21:16,042 INFO [Step 102/200] det=skip para=-0.0032 raw_rwd=0.1726±0.0309 rwd=0.1726 2026-04-03 11:21:16,042 INFO per-gen rewards: chatgpt=0.169 cohere=0.181 cohere-c=0.161 gpt2=0.168 gpt3=0.183 gpt4=0.173 llama-ch=0.161 mistral=0.183 mistral-=0.183 mpt=0.185 mpt-chat=0.147 2026-04-03 11:21:29,284 INFO [Step 103/200] det=skip para=-0.0305 raw_rwd=0.1854±0.0185 rwd=0.1854 2026-04-03 11:21:29,284 INFO per-gen rewards: chatgpt=0.192 cohere=0.185 cohere-c=0.171 gpt2=0.197 gpt3=0.192 gpt4=0.184 llama-ch=0.176 mistral=0.195 mistral-=0.165 mpt=0.194 mpt-chat=0.192 2026-04-03 11:21:42,506 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:21:42,506 INFO [Step 104/200] det=skip para=0.0000 raw_rwd=0.1748±0.0285 rwd=0.1748 2026-04-03 11:21:42,506 INFO per-gen rewards: chatgpt=0.169 cohere=0.173 cohere-c=0.139 gpt2=0.186 gpt3=0.195 gpt4=0.190 llama-ch=0.184 mistral=0.166 mistral-=0.167 mpt=0.178 mpt-chat=0.176 2026-04-03 11:21:55,743 INFO [Step 105/200] det=skip para=-0.0000 raw_rwd=0.1732±0.0281 rwd=0.1732 2026-04-03 11:21:55,743 INFO per-gen rewards: chatgpt=0.167 cohere=0.168 cohere-c=0.184 gpt2=0.176 gpt3=0.169 gpt4=0.176 llama-ch=0.165 mistral=0.186 mistral-=0.182 mpt=0.162 mpt-chat=0.174 2026-04-03 11:23:19,701 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 11:23:19,701 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 11:23:19,702 INFO │ chatgpt 1.0000 2026-04-03 11:23:19,702 INFO │ cohere 0.9981 2026-04-03 11:23:19,702 INFO │ cohere-chat 1.0000 2026-04-03 11:23:19,702 INFO │ gpt2 0.9995 2026-04-03 11:23:19,702 INFO │ gpt3 1.0000 2026-04-03 11:23:19,702 INFO │ gpt4 1.0000 2026-04-03 11:23:19,702 INFO │ llama-chat 1.0000 2026-04-03 11:23:19,702 INFO │ mistral 0.9968 2026-04-03 11:23:19,702 INFO │ mistral-chat 1.0000 2026-04-03 11:23:19,702 INFO │ mpt 0.9882 2026-04-03 11:23:19,702 INFO │ mpt-chat 0.9999 2026-04-03 11:23:19,702 INFO │ (prev best) 0.9984 2026-04-03 11:23:19,702 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 11:23:19,702 INFO │ article_deletion 0.9997 ~ 2026-04-03 11:23:19,702 INFO │ homoglyphs 0.9999 ~ 2026-04-03 11:23:19,702 INFO │ misspelling 0.9995 ~ 2026-04-03 11:23:19,702 INFO │ no_attack 0.9985 ~ 2026-04-03 11:23:19,702 INFO │ synonym_replacement 0.9987 ~ 2026-04-03 11:23:19,702 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 11:23:19,702 INFO └─────────────────────────────────────────────┘ 2026-04-03 11:23:19,702 INFO No improvement (16/25) best=0.9984 2026-04-03 11:23:33,209 INFO [Step 106/200] det=skip para=-0.0026 raw_rwd=0.1748±0.0319 rwd=0.1748 2026-04-03 11:23:33,210 INFO per-gen rewards: chatgpt=0.177 cohere=0.178 cohere-c=0.182 gpt2=0.171 gpt3=0.186 gpt4=0.165 llama-ch=0.162 mistral=0.178 mistral-=0.163 mpt=0.189 mpt-chat=0.170 2026-04-03 11:23:46,427 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:23:46,428 INFO [Step 107/200] det=skip para=-0.0053 raw_rwd=0.1816±0.0293 rwd=0.1816 2026-04-03 11:23:46,428 INFO per-gen rewards: chatgpt=0.185 cohere=0.187 cohere-c=0.182 gpt2=0.197 gpt3=0.192 gpt4=0.192 llama-ch=0.170 mistral=0.159 mistral-=0.174 mpt=0.195 mpt-chat=0.167 2026-04-03 11:24:00,139 INFO [Step 108/200] det=skip para=-0.0111 raw_rwd=0.1813±0.0262 rwd=0.1813 2026-04-03 11:24:00,140 INFO per-gen rewards: chatgpt=0.194 cohere=0.184 cohere-c=0.189 gpt2=0.173 gpt3=0.193 gpt4=0.164 llama-ch=0.174 mistral=0.177 mistral-=0.191 mpt=0.173 mpt-chat=0.182 2026-04-03 11:24:13,724 INFO [Step 109/200] det=skip para=-0.0000 raw_rwd=0.1776±0.0279 rwd=0.1776 2026-04-03 11:24:13,725 INFO per-gen rewards: chatgpt=0.185 cohere=0.182 cohere-c=0.183 gpt2=0.176 gpt3=0.184 gpt4=0.178 llama-ch=0.177 mistral=0.171 mistral-=0.174 mpt=0.160 mpt-chat=0.184 2026-04-03 11:24:26,968 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:24:26,969 INFO [Step 110/200] det=skip para=-0.0000 raw_rwd=0.1771±0.0307 rwd=0.1771 2026-04-03 11:24:26,969 INFO per-gen rewards: chatgpt=0.189 cohere=0.167 cohere-c=0.176 gpt2=0.196 gpt3=0.165 gpt4=0.158 llama-ch=0.183 mistral=0.180 mistral-=0.206 mpt=0.180 mpt-chat=0.155 2026-04-03 11:25:51,130 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 11:25:51,130 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 11:25:51,130 INFO │ chatgpt 1.0000 2026-04-03 11:25:51,130 INFO │ cohere 0.9981 2026-04-03 11:25:51,130 INFO │ cohere-chat 1.0000 2026-04-03 11:25:51,130 INFO │ gpt2 0.9995 2026-04-03 11:25:51,130 INFO │ gpt3 1.0000 2026-04-03 11:25:51,130 INFO │ gpt4 1.0000 2026-04-03 11:25:51,130 INFO │ llama-chat 1.0000 2026-04-03 11:25:51,130 INFO │ mistral 0.9968 2026-04-03 11:25:51,130 INFO │ mistral-chat 1.0000 2026-04-03 11:25:51,130 INFO │ mpt 0.9882 2026-04-03 11:25:51,130 INFO │ mpt-chat 0.9999 2026-04-03 11:25:51,130 INFO │ (prev best) 0.9984 2026-04-03 11:25:51,130 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 11:25:51,130 INFO │ article_deletion 0.9997 ~ 2026-04-03 11:25:51,130 INFO │ homoglyphs 0.9999 ~ 2026-04-03 11:25:51,130 INFO │ misspelling 0.9995 ~ 2026-04-03 11:25:51,130 INFO │ no_attack 0.9985 ~ 2026-04-03 11:25:51,130 INFO │ synonym_replacement 0.9988 ~ 2026-04-03 11:25:51,130 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 11:25:51,130 INFO └─────────────────────────────────────────────┘ 2026-04-03 11:25:51,130 INFO No improvement (17/25) best=0.9984 2026-04-03 11:26:04,551 INFO [Step 111/200] det=skip para=0.0000 raw_rwd=0.1830±0.0271 rwd=0.1830 2026-04-03 11:26:04,551 INFO per-gen rewards: chatgpt=0.179 cohere=0.188 cohere-c=0.178 gpt2=0.177 gpt3=0.177 gpt4=0.155 llama-ch=0.194 mistral=0.188 mistral-=0.179 mpt=0.197 mpt-chat=0.203 2026-04-03 11:26:17,831 INFO [Step 112/200] det=skip para=-0.0000 raw_rwd=0.1793±0.0280 rwd=0.1793 2026-04-03 11:26:17,831 INFO per-gen rewards: chatgpt=0.182 cohere=0.190 cohere-c=0.175 gpt2=0.165 gpt3=0.172 gpt4=0.191 llama-ch=0.197 mistral=0.171 mistral-=0.174 mpt=0.179 mpt-chat=0.179 2026-04-03 11:26:31,024 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:26:31,024 INFO [Step 113/200] det=skip para=-0.0019 raw_rwd=0.1729±0.0323 rwd=0.1729 2026-04-03 11:26:31,024 INFO per-gen rewards: chatgpt=0.190 cohere=0.148 cohere-c=0.174 gpt2=0.183 gpt3=0.151 gpt4=0.181 llama-ch=0.172 mistral=0.176 mistral-=0.165 mpt=0.180 mpt-chat=0.178 2026-04-03 11:26:44,206 INFO [Step 114/200] det=skip para=-0.0128 raw_rwd=0.1775±0.0296 rwd=0.1775 2026-04-03 11:26:44,206 INFO per-gen rewards: chatgpt=0.167 cohere=0.175 cohere-c=0.186 gpt2=0.182 gpt3=0.188 gpt4=0.171 llama-ch=0.158 mistral=0.185 mistral-=0.171 mpt=0.188 mpt-chat=0.183 2026-04-03 11:26:57,438 INFO [Step 115/200] det=skip para=-0.0037 raw_rwd=0.1798±0.0279 rwd=0.1798 2026-04-03 11:26:57,439 INFO per-gen rewards: chatgpt=0.187 cohere=0.175 cohere-c=0.181 gpt2=0.166 gpt3=0.174 gpt4=0.178 llama-ch=0.191 mistral=0.163 mistral-=0.192 mpt=0.192 mpt-chat=0.181 2026-04-03 11:28:21,499 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 11:28:21,499 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 11:28:21,499 INFO │ chatgpt 1.0000 2026-04-03 11:28:21,499 INFO │ cohere 0.9981 2026-04-03 11:28:21,499 INFO │ cohere-chat 1.0000 2026-04-03 11:28:21,499 INFO │ gpt2 0.9995 2026-04-03 11:28:21,499 INFO │ gpt3 1.0000 2026-04-03 11:28:21,499 INFO │ gpt4 1.0000 2026-04-03 11:28:21,499 INFO │ llama-chat 1.0000 2026-04-03 11:28:21,499 INFO │ mistral 0.9968 2026-04-03 11:28:21,499 INFO │ mistral-chat 1.0000 2026-04-03 11:28:21,499 INFO │ mpt 0.9882 2026-04-03 11:28:21,499 INFO │ mpt-chat 0.9999 2026-04-03 11:28:21,499 INFO │ (prev best) 0.9984 2026-04-03 11:28:21,499 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 11:28:21,499 INFO │ article_deletion 0.9996 ~ 2026-04-03 11:28:21,499 INFO │ homoglyphs 0.9999 ~ 2026-04-03 11:28:21,499 INFO │ misspelling 0.9995 ~ 2026-04-03 11:28:21,499 INFO │ no_attack 0.9985 ~ 2026-04-03 11:28:21,499 INFO │ synonym_replacement 0.9987 ~ 2026-04-03 11:28:21,499 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 11:28:21,499 INFO └─────────────────────────────────────────────┘ 2026-04-03 11:28:21,499 INFO No improvement (18/25) best=0.9984 2026-04-03 11:28:35,003 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:28:35,004 INFO [Step 116/200] det=skip para=0.0000 raw_rwd=0.1764±0.0272 rwd=0.1764 2026-04-03 11:28:35,004 INFO per-gen rewards: chatgpt=0.172 cohere=0.162 cohere-c=0.187 gpt2=0.172 gpt3=0.176 gpt4=0.173 llama-ch=0.189 mistral=0.190 mistral-=0.177 mpt=0.176 mpt-chat=0.166 2026-04-03 11:28:48,122 INFO [Step 117/200] det=skip para=-0.0068 raw_rwd=0.1800±0.0257 rwd=0.1800 2026-04-03 11:28:48,123 INFO per-gen rewards: chatgpt=0.176 cohere=0.188 cohere-c=0.186 gpt2=0.184 gpt3=0.184 gpt4=0.188 llama-ch=0.181 mistral=0.185 mistral-=0.155 mpt=0.168 mpt-chat=0.181 2026-04-03 11:29:01,353 INFO [Step 118/200] det=skip para=0.0000 raw_rwd=0.1767±0.0284 rwd=0.1767 2026-04-03 11:29:01,353 INFO per-gen rewards: chatgpt=0.158 cohere=0.168 cohere-c=0.153 gpt2=0.195 gpt3=0.182 gpt4=0.195 llama-ch=0.192 mistral=0.183 mistral-=0.157 mpt=0.185 mpt-chat=0.172 2026-04-03 11:29:14,472 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:29:14,472 INFO [Step 119/200] det=skip para=0.0000 raw_rwd=0.1769±0.0253 rwd=0.1769 2026-04-03 11:29:14,472 INFO per-gen rewards: chatgpt=0.168 cohere=0.173 cohere-c=0.185 gpt2=0.165 gpt3=0.173 gpt4=0.167 llama-ch=0.192 mistral=0.174 mistral-=0.193 mpt=0.170 mpt-chat=0.187 2026-04-03 11:29:27,564 INFO [Step 120/200] det=skip para=-0.0061 raw_rwd=0.1826±0.0248 rwd=0.1826 2026-04-03 11:29:27,564 INFO per-gen rewards: chatgpt=0.185 cohere=0.175 cohere-c=0.196 gpt2=0.183 gpt3=0.182 gpt4=0.181 llama-ch=0.184 mistral=0.181 mistral-=0.192 mpt=0.177 mpt-chat=0.174 2026-04-03 11:30:51,706 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 11:30:51,706 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 11:30:51,706 INFO │ chatgpt 1.0000 2026-04-03 11:30:51,706 INFO │ cohere 0.9981 2026-04-03 11:30:51,706 INFO │ cohere-chat 1.0000 2026-04-03 11:30:51,706 INFO │ gpt2 0.9995 2026-04-03 11:30:51,706 INFO │ gpt3 1.0000 2026-04-03 11:30:51,706 INFO │ gpt4 1.0000 2026-04-03 11:30:51,706 INFO │ llama-chat 1.0000 2026-04-03 11:30:51,706 INFO │ mistral 0.9968 2026-04-03 11:30:51,706 INFO │ mistral-chat 1.0000 2026-04-03 11:30:51,706 INFO │ mpt 0.9882 2026-04-03 11:30:51,706 INFO │ mpt-chat 0.9999 2026-04-03 11:30:51,706 INFO │ (prev best) 0.9984 2026-04-03 11:30:51,706 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 11:30:51,706 INFO │ article_deletion 0.9996 ~ 2026-04-03 11:30:51,706 INFO │ homoglyphs 0.9999 ~ 2026-04-03 11:30:51,706 INFO │ misspelling 0.9996 ~ 2026-04-03 11:30:51,707 INFO │ no_attack 0.9985 ~ 2026-04-03 11:30:51,707 INFO │ synonym_replacement 0.9987 ~ 2026-04-03 11:30:51,707 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 11:30:51,707 INFO └─────────────────────────────────────────────┘ 2026-04-03 11:30:51,707 INFO No improvement (19/25) best=0.9984 2026-04-03 11:31:05,219 INFO [Step 121/200] det=skip para=0.0000 raw_rwd=0.1686±0.0355 rwd=0.1686 2026-04-03 11:31:05,219 INFO per-gen rewards: chatgpt=0.148 cohere=0.180 cohere-c=0.186 gpt2=0.156 gpt3=0.197 gpt4=0.169 llama-ch=0.182 mistral=0.151 mistral-=0.150 mpt=0.185 mpt-chat=0.147 2026-04-03 11:31:18,273 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:31:18,273 INFO [Step 122/200] det=skip para=0.0000 raw_rwd=0.1800±0.0244 rwd=0.1800 2026-04-03 11:31:18,273 INFO per-gen rewards: chatgpt=0.158 cohere=0.161 cohere-c=0.187 gpt2=0.180 gpt3=0.194 gpt4=0.183 llama-ch=0.194 mistral=0.177 mistral-=0.182 mpt=0.188 mpt-chat=0.178 2026-04-03 11:31:31,351 INFO [Step 123/200] det=skip para=0.0000 raw_rwd=0.1775±0.0246 rwd=0.1775 2026-04-03 11:31:31,351 INFO per-gen rewards: chatgpt=0.186 cohere=0.187 cohere-c=0.190 gpt2=0.175 gpt3=0.160 gpt4=0.174 llama-ch=0.164 mistral=0.194 mistral-=0.177 mpt=0.189 mpt-chat=0.160 2026-04-03 11:31:44,531 INFO [Step 124/200] det=skip para=-0.0063 raw_rwd=0.1869±0.0201 rwd=0.1869 2026-04-03 11:31:44,531 INFO per-gen rewards: chatgpt=0.178 cohere=0.186 cohere-c=0.168 gpt2=0.195 gpt3=0.186 gpt4=0.192 llama-ch=0.188 mistral=0.186 mistral-=0.196 mpt=0.185 mpt-chat=0.193 2026-04-03 11:31:57,823 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:31:57,824 INFO [Step 125/200] det=skip para=-0.0127 raw_rwd=0.1793±0.0262 rwd=0.1793 2026-04-03 11:31:57,824 INFO per-gen rewards: chatgpt=0.165 cohere=0.177 cohere-c=0.189 gpt2=0.189 gpt3=0.169 gpt4=0.177 llama-ch=0.172 mistral=0.175 mistral-=0.187 mpt=0.184 mpt-chat=0.188 2026-04-03 11:33:22,015 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 11:33:22,015 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 11:33:22,015 INFO │ chatgpt 1.0000 2026-04-03 11:33:22,015 INFO │ cohere 0.9981 2026-04-03 11:33:22,015 INFO │ cohere-chat 1.0000 2026-04-03 11:33:22,015 INFO │ gpt2 0.9995 2026-04-03 11:33:22,015 INFO │ gpt3 1.0000 2026-04-03 11:33:22,015 INFO │ gpt4 1.0000 2026-04-03 11:33:22,015 INFO │ llama-chat 1.0000 2026-04-03 11:33:22,015 INFO │ mistral 0.9968 2026-04-03 11:33:22,015 INFO │ mistral-chat 1.0000 2026-04-03 11:33:22,015 INFO │ mpt 0.9882 2026-04-03 11:33:22,015 INFO │ mpt-chat 0.9999 2026-04-03 11:33:22,015 INFO │ (prev best) 0.9984 2026-04-03 11:33:22,015 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 11:33:22,015 INFO │ article_deletion 0.9996 ~ 2026-04-03 11:33:22,015 INFO │ homoglyphs 0.9999 ~ 2026-04-03 11:33:22,015 INFO │ misspelling 0.9995 ~ 2026-04-03 11:33:22,015 INFO │ no_attack 0.9985 ~ 2026-04-03 11:33:22,015 INFO │ synonym_replacement 0.9987 ~ 2026-04-03 11:33:22,015 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 11:33:22,015 INFO └─────────────────────────────────────────────┘ 2026-04-03 11:33:22,015 INFO No improvement (20/25) best=0.9984 2026-04-03 11:33:35,530 INFO [Step 126/200] det=skip para=-0.0064 raw_rwd=0.1786±0.0301 rwd=0.1786 2026-04-03 11:33:35,530 INFO per-gen rewards: chatgpt=0.180 cohere=0.177 cohere-c=0.183 gpt2=0.174 gpt3=0.185 gpt4=0.175 llama-ch=0.184 mistral=0.146 mistral-=0.189 mpt=0.175 mpt-chat=0.196 2026-04-03 11:33:48,756 INFO [Step 127/200] det=skip para=-0.0014 raw_rwd=0.1777±0.0270 rwd=0.1777 2026-04-03 11:33:48,756 INFO per-gen rewards: chatgpt=0.172 cohere=0.187 cohere-c=0.189 gpt2=0.192 gpt3=0.203 gpt4=0.170 llama-ch=0.172 mistral=0.172 mistral-=0.173 mpt=0.157 mpt-chat=0.172 2026-04-03 11:34:01,948 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:34:01,948 INFO [Step 128/200] det=skip para=-0.0000 raw_rwd=0.1774±0.0299 rwd=0.1774 2026-04-03 11:34:01,949 INFO per-gen rewards: chatgpt=0.175 cohere=0.177 cohere-c=0.184 gpt2=0.157 gpt3=0.192 gpt4=0.181 llama-ch=0.166 mistral=0.164 mistral-=0.191 mpt=0.184 mpt-chat=0.181 2026-04-03 11:34:15,072 INFO [Step 129/200] det=skip para=0.0000 raw_rwd=0.1771±0.0298 rwd=0.1771 2026-04-03 11:34:15,072 INFO per-gen rewards: chatgpt=0.161 cohere=0.158 cohere-c=0.168 gpt2=0.182 gpt3=0.184 gpt4=0.168 llama-ch=0.192 mistral=0.188 mistral-=0.169 mpt=0.183 mpt-chat=0.190 2026-04-03 11:34:28,316 INFO [Step 130/200] det=skip para=-0.0103 raw_rwd=0.1746±0.0301 rwd=0.1746 2026-04-03 11:34:28,316 INFO per-gen rewards: chatgpt=0.164 cohere=0.169 cohere-c=0.164 gpt2=0.187 gpt3=0.161 gpt4=0.193 llama-ch=0.192 mistral=0.175 mistral-=0.159 mpt=0.176 mpt-chat=0.182 2026-04-03 11:35:52,500 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 11:35:52,500 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 11:35:52,500 INFO │ chatgpt 1.0000 2026-04-03 11:35:52,501 INFO │ cohere 0.9981 2026-04-03 11:35:52,501 INFO │ cohere-chat 1.0000 2026-04-03 11:35:52,501 INFO │ gpt2 0.9995 2026-04-03 11:35:52,501 INFO │ gpt3 1.0000 2026-04-03 11:35:52,501 INFO │ gpt4 1.0000 2026-04-03 11:35:52,501 INFO │ llama-chat 1.0000 2026-04-03 11:35:52,501 INFO │ mistral 0.9968 2026-04-03 11:35:52,501 INFO │ mistral-chat 1.0000 2026-04-03 11:35:52,501 INFO │ mpt 0.9882 2026-04-03 11:35:52,501 INFO │ mpt-chat 0.9999 2026-04-03 11:35:52,501 INFO │ (prev best) 0.9984 2026-04-03 11:35:52,501 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 11:35:52,501 INFO │ article_deletion 0.9997 ~ 2026-04-03 11:35:52,501 INFO │ homoglyphs 0.9999 ~ 2026-04-03 11:35:52,501 INFO │ misspelling 0.9996 ~ 2026-04-03 11:35:52,501 INFO │ no_attack 0.9985 ~ 2026-04-03 11:35:52,501 INFO │ synonym_replacement 0.9987 ~ 2026-04-03 11:35:52,501 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 11:35:52,501 INFO └─────────────────────────────────────────────┘ 2026-04-03 11:35:52,501 INFO No improvement (21/25) best=0.9984 2026-04-03 11:36:05,904 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:36:05,904 INFO [Step 131/200] det=skip para=-0.0123 raw_rwd=0.1787±0.0278 rwd=0.1787 2026-04-03 11:36:05,904 INFO per-gen rewards: chatgpt=0.192 cohere=0.186 cohere-c=0.180 gpt2=0.190 gpt3=0.151 gpt4=0.156 llama-ch=0.185 mistral=0.194 mistral-=0.172 mpt=0.182 mpt-chat=0.174 2026-04-03 11:36:18,944 INFO [Step 132/200] det=skip para=-0.0000 raw_rwd=0.1791±0.0274 rwd=0.1791 2026-04-03 11:36:18,945 INFO per-gen rewards: chatgpt=0.162 cohere=0.188 cohere-c=0.180 gpt2=0.183 gpt3=0.172 gpt4=0.184 llama-ch=0.195 mistral=0.182 mistral-=0.175 mpt=0.168 mpt-chat=0.183 2026-04-03 11:36:32,083 INFO [Step 133/200] det=skip para=-0.0108 raw_rwd=0.1809±0.0236 rwd=0.1809 2026-04-03 11:36:32,084 INFO per-gen rewards: chatgpt=0.167 cohere=0.176 cohere-c=0.181 gpt2=0.189 gpt3=0.184 gpt4=0.186 llama-ch=0.189 mistral=0.169 mistral-=0.182 mpt=0.193 mpt-chat=0.172 2026-04-03 11:36:45,260 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:36:45,260 INFO [Step 134/200] det=skip para=0.0013 raw_rwd=0.1740±0.0348 rwd=0.1740 2026-04-03 11:36:45,260 INFO per-gen rewards: chatgpt=0.191 cohere=0.173 cohere-c=0.169 gpt2=0.140 gpt3=0.180 gpt4=0.183 llama-ch=0.182 mistral=0.174 mistral-=0.183 mpt=0.177 mpt-chat=0.164 2026-04-03 11:36:58,352 INFO [Step 135/200] det=skip para=0.0000 raw_rwd=0.1813±0.0248 rwd=0.1813 2026-04-03 11:36:58,352 INFO per-gen rewards: chatgpt=0.194 cohere=0.175 cohere-c=0.170 gpt2=0.181 gpt3=0.186 gpt4=0.190 llama-ch=0.181 mistral=0.166 mistral-=0.176 mpt=0.183 mpt-chat=0.197 2026-04-03 11:38:22,516 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 11:38:22,516 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 11:38:22,516 INFO │ chatgpt 1.0000 2026-04-03 11:38:22,516 INFO │ cohere 0.9981 2026-04-03 11:38:22,516 INFO │ cohere-chat 1.0000 2026-04-03 11:38:22,516 INFO │ gpt2 0.9995 2026-04-03 11:38:22,516 INFO │ gpt3 1.0000 2026-04-03 11:38:22,516 INFO │ gpt4 1.0000 2026-04-03 11:38:22,516 INFO │ llama-chat 1.0000 2026-04-03 11:38:22,516 INFO │ mistral 0.9968 2026-04-03 11:38:22,516 INFO │ mistral-chat 1.0000 2026-04-03 11:38:22,516 INFO │ mpt 0.9882 2026-04-03 11:38:22,516 INFO │ mpt-chat 0.9999 2026-04-03 11:38:22,516 INFO │ (prev best) 0.9984 2026-04-03 11:38:22,516 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 11:38:22,516 INFO │ article_deletion 0.9997 ~ 2026-04-03 11:38:22,516 INFO │ homoglyphs 0.9999 ~ 2026-04-03 11:38:22,516 INFO │ misspelling 0.9995 ~ 2026-04-03 11:38:22,516 INFO │ no_attack 0.9985 ~ 2026-04-03 11:38:22,516 INFO │ synonym_replacement 0.9986 ~ 2026-04-03 11:38:22,516 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 11:38:22,517 INFO └─────────────────────────────────────────────┘ 2026-04-03 11:38:22,517 INFO No improvement (22/25) best=0.9984 2026-04-03 11:38:36,034 INFO [Step 136/200] det=skip para=0.0023 raw_rwd=0.1787±0.0286 rwd=0.1787 2026-04-03 11:38:36,034 INFO per-gen rewards: chatgpt=0.190 cohere=0.200 cohere-c=0.184 gpt2=0.182 gpt3=0.176 gpt4=0.180 llama-ch=0.174 mistral=0.179 mistral-=0.164 mpt=0.165 mpt-chat=0.169 2026-04-03 11:38:49,286 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:38:49,286 INFO [Step 137/200] det=skip para=-0.0162 raw_rwd=0.1793±0.0267 rwd=0.1793 2026-04-03 11:38:49,286 INFO per-gen rewards: chatgpt=0.182 cohere=0.185 cohere-c=0.181 gpt2=0.172 gpt3=0.194 gpt4=0.168 llama-ch=0.189 mistral=0.174 mistral-=0.173 mpt=0.172 mpt-chat=0.182 2026-04-03 11:39:02,508 INFO [Step 138/200] det=skip para=-0.0000 raw_rwd=0.1813±0.0241 rwd=0.1813 2026-04-03 11:39:02,508 INFO per-gen rewards: chatgpt=0.189 cohere=0.169 cohere-c=0.195 gpt2=0.181 gpt3=0.189 gpt4=0.172 llama-ch=0.189 mistral=0.178 mistral-=0.189 mpt=0.158 mpt-chat=0.187 2026-04-03 11:39:15,793 INFO [Step 139/200] det=skip para=-0.0091 raw_rwd=0.1856±0.0215 rwd=0.1856 2026-04-03 11:39:15,793 INFO per-gen rewards: chatgpt=0.173 cohere=0.168 cohere-c=0.192 gpt2=0.179 gpt3=0.199 gpt4=0.194 llama-ch=0.189 mistral=0.178 mistral-=0.190 mpt=0.194 mpt-chat=0.185 2026-04-03 11:39:28,990 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:39:28,990 INFO [Step 140/200] det=skip para=-0.0190 raw_rwd=0.1822±0.0256 rwd=0.1822 2026-04-03 11:39:28,990 INFO per-gen rewards: chatgpt=0.172 cohere=0.174 cohere-c=0.188 gpt2=0.179 gpt3=0.169 gpt4=0.191 llama-ch=0.192 mistral=0.178 mistral-=0.191 mpt=0.187 mpt-chat=0.186 2026-04-03 11:40:53,252 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 11:40:53,252 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 11:40:53,252 INFO │ chatgpt 1.0000 2026-04-03 11:40:53,252 INFO │ cohere 0.9981 2026-04-03 11:40:53,252 INFO │ cohere-chat 1.0000 2026-04-03 11:40:53,253 INFO │ gpt2 0.9995 2026-04-03 11:40:53,253 INFO │ gpt3 1.0000 2026-04-03 11:40:53,253 INFO │ gpt4 1.0000 2026-04-03 11:40:53,253 INFO │ llama-chat 1.0000 2026-04-03 11:40:53,253 INFO │ mistral 0.9968 2026-04-03 11:40:53,253 INFO │ mistral-chat 1.0000 2026-04-03 11:40:53,253 INFO │ mpt 0.9882 2026-04-03 11:40:53,253 INFO │ mpt-chat 0.9999 2026-04-03 11:40:53,253 INFO │ (prev best) 0.9984 2026-04-03 11:40:53,253 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 11:40:53,253 INFO │ article_deletion 0.9997 ~ 2026-04-03 11:40:53,253 INFO │ homoglyphs 0.9999 ~ 2026-04-03 11:40:53,253 INFO │ misspelling 0.9996 ~ 2026-04-03 11:40:53,253 INFO │ no_attack 0.9985 ~ 2026-04-03 11:40:53,253 INFO │ synonym_replacement 0.9987 ~ 2026-04-03 11:40:53,253 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 11:40:53,253 INFO └─────────────────────────────────────────────┘ 2026-04-03 11:40:53,253 INFO No improvement (23/25) best=0.9984 2026-04-03 11:41:06,667 INFO [Step 141/200] det=skip para=-0.0100 raw_rwd=0.1822±0.0237 rwd=0.1822 2026-04-03 11:41:06,668 INFO per-gen rewards: chatgpt=0.180 cohere=0.188 cohere-c=0.170 gpt2=0.159 gpt3=0.195 gpt4=0.186 llama-ch=0.189 mistral=0.170 mistral-=0.188 mpt=0.189 mpt-chat=0.194 2026-04-03 11:41:20,074 INFO [Step 142/200] det=skip para=-0.0071 raw_rwd=0.1778±0.0312 rwd=0.1778 2026-04-03 11:41:20,074 INFO per-gen rewards: chatgpt=0.192 cohere=0.163 cohere-c=0.184 gpt2=0.173 gpt3=0.170 gpt4=0.184 llama-ch=0.182 mistral=0.170 mistral-=0.176 mpt=0.173 mpt-chat=0.189 2026-04-03 11:41:33,312 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:41:33,313 INFO [Step 143/200] det=skip para=-0.0000 raw_rwd=0.1807±0.0284 rwd=0.1807 2026-04-03 11:41:33,313 INFO per-gen rewards: chatgpt=0.181 cohere=0.196 cohere-c=0.184 gpt2=0.188 gpt3=0.168 gpt4=0.184 llama-ch=0.170 mistral=0.191 mistral-=0.169 mpt=0.171 mpt-chat=0.186 2026-04-03 11:41:46,699 INFO [Step 144/200] det=skip para=-0.0000 raw_rwd=0.1747±0.0272 rwd=0.1747 2026-04-03 11:41:46,699 INFO per-gen rewards: chatgpt=0.197 cohere=0.169 cohere-c=0.181 gpt2=0.180 gpt3=0.170 gpt4=0.170 llama-ch=0.144 mistral=0.174 mistral-=0.174 mpt=0.176 mpt-chat=0.182 2026-04-03 11:41:59,859 INFO [Step 145/200] det=skip para=-0.0000 raw_rwd=0.1801±0.0242 rwd=0.1801 2026-04-03 11:41:59,860 INFO per-gen rewards: chatgpt=0.173 cohere=0.179 cohere-c=0.182 gpt2=0.190 gpt3=0.191 gpt4=0.188 llama-ch=0.182 mistral=0.178 mistral-=0.170 mpt=0.183 mpt-chat=0.169 2026-04-03 11:43:24,167 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 11:43:24,167 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 11:43:24,167 INFO │ chatgpt 1.0000 2026-04-03 11:43:24,167 INFO │ cohere 0.9981 2026-04-03 11:43:24,167 INFO │ cohere-chat 1.0000 2026-04-03 11:43:24,167 INFO │ gpt2 0.9995 2026-04-03 11:43:24,168 INFO │ gpt3 1.0000 2026-04-03 11:43:24,168 INFO │ gpt4 1.0000 2026-04-03 11:43:24,168 INFO │ llama-chat 1.0000 2026-04-03 11:43:24,168 INFO │ mistral 0.9968 2026-04-03 11:43:24,168 INFO │ mistral-chat 1.0000 2026-04-03 11:43:24,168 INFO │ mpt 0.9882 2026-04-03 11:43:24,168 INFO │ mpt-chat 0.9999 2026-04-03 11:43:24,168 INFO │ (prev best) 0.9984 2026-04-03 11:43:24,168 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 11:43:24,168 INFO │ article_deletion 0.9996 ~ 2026-04-03 11:43:24,168 INFO │ homoglyphs 0.9999 ~ 2026-04-03 11:43:24,168 INFO │ misspelling 0.9996 ~ 2026-04-03 11:43:24,168 INFO │ no_attack 0.9985 ~ 2026-04-03 11:43:24,168 INFO │ synonym_replacement 0.9987 ~ 2026-04-03 11:43:24,168 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 11:43:24,168 INFO └─────────────────────────────────────────────┘ 2026-04-03 11:43:24,168 INFO No improvement (24/25) best=0.9984 2026-04-03 11:43:37,669 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:43:37,670 INFO [Step 146/200] det=skip para=-0.0036 raw_rwd=0.1800±0.0233 rwd=0.1800 2026-04-03 11:43:37,670 INFO per-gen rewards: chatgpt=0.170 cohere=0.179 cohere-c=0.186 gpt2=0.173 gpt3=0.195 gpt4=0.184 llama-ch=0.183 mistral=0.183 mistral-=0.174 mpt=0.178 mpt-chat=0.174 2026-04-03 11:43:50,944 INFO [Step 147/200] det=skip para=-0.0202 raw_rwd=0.1806±0.0252 rwd=0.1806 2026-04-03 11:43:50,945 INFO per-gen rewards: chatgpt=0.173 cohere=0.186 cohere-c=0.187 gpt2=0.153 gpt3=0.172 gpt4=0.178 llama-ch=0.187 mistral=0.199 mistral-=0.188 mpt=0.186 mpt-chat=0.179 2026-04-03 11:44:04,125 INFO [Step 148/200] det=skip para=-0.0000 raw_rwd=0.1774±0.0287 rwd=0.1774 2026-04-03 11:44:04,125 INFO per-gen rewards: chatgpt=0.191 cohere=0.183 cohere-c=0.167 gpt2=0.178 gpt3=0.161 gpt4=0.166 llama-ch=0.184 mistral=0.178 mistral-=0.174 mpt=0.179 mpt-chat=0.195 2026-04-03 11:44:17,304 INFO ⚠ AUROC=0.9984 > threshold=0.995 → freezing detector for 3 steps 2026-04-03 11:44:17,304 INFO [Step 149/200] det=skip para=-0.0105 raw_rwd=0.1871±0.0232 rwd=0.1871 2026-04-03 11:44:17,304 INFO per-gen rewards: chatgpt=0.188 cohere=0.205 cohere-c=0.200 gpt2=0.170 gpt3=0.185 gpt4=0.171 llama-ch=0.198 mistral=0.178 mistral-=0.189 mpt=0.190 mpt-chat=0.186 2026-04-03 11:44:30,478 INFO [Step 150/200] det=skip para=-0.0266 raw_rwd=0.1825±0.0259 rwd=0.1825 2026-04-03 11:44:30,478 INFO per-gen rewards: chatgpt=0.198 cohere=0.172 cohere-c=0.189 gpt2=0.181 gpt3=0.172 gpt4=0.188 llama-ch=0.175 mistral=0.197 mistral-=0.187 mpt=0.160 mpt-chat=0.190 2026-04-03 11:45:54,785 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 11:45:54,785 INFO │ MACRO_AVG 0.9984 ◄ 2026-04-03 11:45:54,785 INFO │ chatgpt 1.0000 2026-04-03 11:45:54,786 INFO │ cohere 0.9981 2026-04-03 11:45:54,786 INFO │ cohere-chat 1.0000 2026-04-03 11:45:54,786 INFO │ gpt2 0.9995 2026-04-03 11:45:54,786 INFO │ gpt3 1.0000 2026-04-03 11:45:54,786 INFO │ gpt4 1.0000 2026-04-03 11:45:54,786 INFO │ llama-chat 1.0000 2026-04-03 11:45:54,786 INFO │ mistral 0.9968 2026-04-03 11:45:54,786 INFO │ mistral-chat 1.0000 2026-04-03 11:45:54,786 INFO │ mpt 0.9882 2026-04-03 11:45:54,786 INFO │ mpt-chat 0.9999 2026-04-03 11:45:54,786 INFO │ (prev best) 0.9984 2026-04-03 11:45:54,786 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 11:45:54,786 INFO │ article_deletion 0.9997 ~ 2026-04-03 11:45:54,786 INFO │ homoglyphs 0.9999 ~ 2026-04-03 11:45:54,786 INFO │ misspelling 0.9996 ~ 2026-04-03 11:45:54,786 INFO │ no_attack 0.9985 ~ 2026-04-03 11:45:54,786 INFO │ synonym_replacement 0.9986 ~ 2026-04-03 11:45:54,786 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 11:45:54,786 INFO └─────────────────────────────────────────────┘ 2026-04-03 11:45:54,786 INFO No improvement (25/25) best=0.9984 2026-04-03 11:45:54,786 INFO Early stopping triggered. 2026-04-03 11:45:54,786 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-03 11:45:54,786 INFO Done. Best macro AUROC = 0.9984 2026-04-03 11:45:54,786 INFO Detector → ./radar_multievasion/best_detector 2026-04-03 11:45:54,786 INFO Paraphraser → ./radar_multievasion/best_paraphraser 2026-04-03 11:45:54,786 INFO Gen AUROC → ./radar_multievasion/per_generator_auroc.tsv 2026-04-03 11:45:54,786 INFO Atk AUROC → ./radar_multievasion/per_attack_auroc.tsv 2026-04-03 11:45:54,786 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-03 11:45:54,786 WARNING HF_TOKEN not set — skipping push to hub. 2026-04-03 13:50:26,085 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-03 13:50:26,085 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-04-03 13:50:26,085 INFO strategy=mixed human=None AI=None/gen 2026-04-03 13:50:26,085 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-04-03 13:50:26,085 INFO NLTK available: True 2026-04-03 13:50:26,085 INFO Fixes: ls=0.15 det_every=2 clip=[0.01,0.99] warmstart=0 kl=0.001 2026-04-03 13:50:26,085 INFO device=cuda 2026-04-03 13:50:26,085 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-03 13:50:26,085 INFO Loading RAID dataset via raid.utils.load_data … 2026-04-03 13:50:26,085 INFO (install with: pip install raid-bench) 2026-04-03 13:50:26,085 INFO Caps: human=None AI=None/gen val_ratio=0.1 2026-04-03 13:50:32,726 INFO RAID train rows (attack='none'): 467,985 2026-04-03 13:50:32,726 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-04-03 13:50:32,726 INFO Filters → domain=None attack='none' generators=None 2026-04-03 13:53:36,848 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-03 13:53:36,848 INFO RADAR × RAID — Multi-Generator + Multi-Evasion 2026-04-03 13:53:36,848 INFO strategy=mixed human=None AI=None/gen 2026-04-03 13:53:36,848 INFO Active attacks: ['t5_paraphrase', 'synonym_replacement', 'homoglyphs', 'article_deletion', 'misspelling'] 2026-04-03 13:53:36,848 INFO NLTK available: True 2026-04-03 13:53:36,848 INFO Fixes: ls=0.15 det_every=2 clip=[0.01,0.99] warmstart=0 kl=0.001 2026-04-03 13:53:36,848 INFO device=cuda 2026-04-03 13:53:36,848 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-03 13:53:36,848 INFO Loading RAID dataset via raid.utils.load_data … 2026-04-03 13:53:36,848 INFO (install with: pip install raid-bench) 2026-04-03 13:53:36,848 INFO Caps: human=None AI=None/gen val_ratio=0.1 2026-04-03 13:53:43,133 INFO RAID train rows (attack='none'): 467,985 2026-04-03 13:53:43,133 INFO Parsing RAID full_train split (467,985 rows before filters) … 2026-04-03 13:53:43,133 INFO Filters → domain=None attack='none' generators=None 2026-04-03 13:53:56,251 INFO Human texts : 13364 2026-04-03 13:53:56,251 INFO AI generators found : ['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-03 13:53:56,251 INFO chatgpt → 26736 texts 2026-04-03 13:53:56,251 INFO cohere → 26704 texts 2026-04-03 13:53:56,251 INFO cohere-chat → 26717 texts 2026-04-03 13:53:56,251 INFO gpt2 → 53329 texts 2026-04-03 13:53:56,251 INFO gpt3 → 26606 texts 2026-04-03 13:53:56,251 INFO gpt4 → 26720 texts 2026-04-03 13:53:56,251 INFO llama-chat → 53484 texts 2026-04-03 13:53:56,251 INFO mistral → 53474 texts 2026-04-03 13:53:56,251 INFO mistral-chat → 53395 texts 2026-04-03 13:53:56,251 INFO mpt → 52757 texts 2026-04-03 13:53:56,251 INFO mpt-chat → 53325 texts 2026-04-03 13:53:56,251 INFO Total AI texts : 453247 2026-04-03 13:53:56,380 INFO Train → human=12028 AI=407928 2026-04-03 13:53:56,380 INFO Val → human=1336 AI=45319 2026-04-03 13:53:56,420 INFO GeneratorScheduler: strategy='mixed' generators=['chatgpt', 'cohere', 'cohere-chat', 'gpt2', 'gpt3', 'gpt4', 'llama-chat', 'mistral', 'mistral-chat', 'mpt', 'mpt-chat'] 2026-04-03 13:53:56,420 INFO Loading paraphraser 'ramsrigouthamg/t5_paraphraser' … 2026-04-03 13:53:56,643 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-03 13:53:56,671 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-03 13:53:56,796 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-03 13:53:56,919 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-03 13:53:57,156 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-03 13:53:57,182 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-03 13:53:57,372 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-03 13:53:57,492 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-03 13:53:57,616 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/pytorch_model.bin "HTTP/1.1 302 Found" 2026-04-03 13:53:57,738 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/model.safetensors "HTTP/1.1 404 Not Found" 2026-04-03 13:53:57,875 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser "HTTP/1.1 200 OK" 2026-04-03 13:53:58,228 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/main "HTTP/1.1 200 OK" 2026-04-03 13:53:58,696 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/discussions?p=0 "HTTP/1.1 200 OK" 2026-04-03 13:53:59,207 INFO HTTP Request: GET https://huggingface.co/api/models/ramsrigouthamg/t5_paraphraser/commits/refs%2Fpr%2F1 "HTTP/1.1 200 OK" 2026-04-03 13:53:59,539 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors.index.json "HTTP/1.1 404 Not Found" 2026-04-03 13:53:59,678 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/refs%2Fpr%2F1/model.safetensors "HTTP/1.1 302 Found" 2026-04-03 13:53:59,727 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/generation_config.json "HTTP/1.1 404 Not Found" 2026-04-03 13:53:59,849 INFO HTTP Request: HEAD https://huggingface.co/ramsrigouthamg/t5_paraphraser/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-03 13:53:59,876 INFO HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/ramsrigouthamg/t5_paraphraser/d78f7749656e21d8b6fdf372efb5c5d1dbce577f/config.json "HTTP/1.1 200 OK" 2026-04-03 13:54:00,234 INFO Loading detector 'roberta-large' … 2026-04-03 13:54:00,354 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-03 13:54:00,471 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-03 13:54:00,594 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-03 13:54:00,713 INFO HTTP Request: GET https://huggingface.co/api/models/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 307 Temporary Redirect" 2026-04-03 13:54:00,835 INFO HTTP Request: GET https://huggingface.co/api/models/FacebookAI/roberta-large/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-03 13:54:01,148 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/config.json "HTTP/1.1 200 OK" 2026-04-03 13:54:01,273 INFO HTTP Request: HEAD https://huggingface.co/roberta-large/resolve/main/model.safetensors "HTTP/1.1 302 Found" 2026-04-03 13:54:01,706 INFO Starting adversarial training loop … 2026-04-03 13:54:18,604 INFO [Step 1/200] det=skip para=0.3728 raw_rwd=0.3176±0.0295 rwd=0.3176 2026-04-03 13:54:18,604 INFO per-gen rewards: chatgpt=0.306 cohere=0.300 cohere-c=0.305 gpt2=0.338 gpt3=0.340 gpt4=0.321 llama-ch=0.336 mistral=0.297 mistral-=0.327 mpt=0.311 mpt-chat=0.308 2026-04-03 14:47:21,451 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 14:47:21,451 INFO │ MACRO_AVG 0.2866 ◄ 2026-04-03 14:47:21,451 INFO │ chatgpt 0.2695 2026-04-03 14:47:21,451 INFO │ cohere 0.3561 2026-04-03 14:47:21,451 INFO │ cohere-chat 0.2933 2026-04-03 14:47:21,451 INFO │ gpt2 0.3574 2026-04-03 14:47:21,451 INFO │ gpt3 0.2848 2026-04-03 14:47:21,451 INFO │ gpt4 0.2651 2026-04-03 14:47:21,451 INFO │ llama-chat 0.2051 2026-04-03 14:47:21,451 INFO │ mistral 0.3686 2026-04-03 14:47:21,451 INFO │ mistral-chat 0.2606 2026-04-03 14:47:21,452 INFO │ mpt 0.2072 2026-04-03 14:47:21,452 INFO │ mpt-chat 0.2854 2026-04-03 14:47:21,452 INFO │ (prev best) 0.0000 2026-04-03 14:47:21,452 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 14:47:21,452 INFO │ article_deletion 0.3587 ▲ 2026-04-03 14:47:21,452 INFO │ homoglyphs 0.0789 ▼ 2026-04-03 14:47:21,452 INFO │ misspelling 0.3342 ▲ 2026-04-03 14:47:21,452 INFO │ no_attack 0.1989 ~ 2026-04-03 14:47:21,452 INFO │ synonym_replacement 0.0772 ▼ 2026-04-03 14:47:21,452 INFO │ t5_paraphrase 0.0000 ▼ 2026-04-03 14:47:21,452 INFO └─────────────────────────────────────────────┘ 2026-04-03 14:47:26,646 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 14:47:29,254 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 14:47:29,254 INFO ✓ New best macro AUROC = 0.2866 — saved. 2026-04-03 14:47:29,254 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-03 14:47:29,454 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-03 14:47:29,578 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 404 Not Found" 2026-04-03 14:47:30,013 INFO HTTP Request: POST https://huggingface.co/api/repos/create "HTTP/1.1 200 OK" 2026-04-03 14:47:30,014 INFO Created repo: Shushant/ADAL_AI_Detector 2026-04-03 14:47:30,130 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 404 Not Found" 2026-04-03 14:47:30,843 INFO HTTP Request: POST https://huggingface.co/api/repos/create "HTTP/1.1 200 OK" 2026-04-03 14:47:30,844 INFO Created repo: Shushant/ADAL_Paraphrasher 2026-04-03 14:47:30,844 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-03 14:47:30,960 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 14:47:32,079 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 14:47:32,280 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 14:47:32,414 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 14:47:32,554 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 14:47:47,234 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 14:47:47,363 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 14:47:48,218 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 14:47:48,358 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 14:47:49,236 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 14:47:49,382 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 14:47:51,335 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 14:47:51,336 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-03 14:47:51,336 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-03 14:47:51,445 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 14:47:52,050 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 14:47:52,190 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-03 14:47:52,321 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 14:47:52,433 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 14:48:07,294 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-03 14:48:07,295 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-03 14:48:07,295 INFO ── Hub push complete ── 2026-04-03 14:48:41,202 INFO [Step 2/200] det=4.1609 para=-0.0000 raw_rwd=0.3644±0.0128 rwd=0.3644 2026-04-03 14:48:41,202 INFO loss components: L_human=1.067 L_xm_original=0.505 L_t5_para=0.529 L_synonym_replacement=0.563 L_homoglyphs=0.503 L_article_deletion=0.512 L_misspelling=0.536 total=4.215 2026-04-03 14:48:41,202 INFO per-gen rewards: chatgpt=0.369 cohere=0.370 cohere-c=0.371 gpt2=0.365 gpt3=0.351 gpt4=0.369 llama-ch=0.364 mistral=0.365 mistral-=0.359 mpt=0.370 mpt-chat=0.361 2026-04-03 14:48:54,588 INFO [Step 3/200] det=skip para=-0.0000 raw_rwd=0.3665±0.0103 rwd=0.3665 2026-04-03 14:48:54,588 INFO per-gen rewards: chatgpt=0.371 cohere=0.369 cohere-c=0.371 gpt2=0.367 gpt3=0.363 gpt4=0.363 llama-ch=0.366 mistral=0.362 mistral-=0.367 mpt=0.361 mpt-chat=0.372 2026-04-03 14:49:27,737 INFO [Step 4/200] det=4.1607 para=-0.0064 raw_rwd=0.3671±0.0096 rwd=0.3671 2026-04-03 14:49:27,737 INFO loss components: L_human=0.929 L_xm_original=0.573 L_t5_para=0.549 L_synonym_replacement=0.555 L_homoglyphs=0.541 L_article_deletion=0.560 L_misspelling=0.554 total=4.260 2026-04-03 14:49:27,737 INFO per-gen rewards: chatgpt=0.362 cohere=0.363 cohere-c=0.369 gpt2=0.364 gpt3=0.370 gpt4=0.370 llama-ch=0.371 mistral=0.366 mistral-=0.364 mpt=0.371 mpt-chat=0.366 2026-04-03 14:49:41,050 INFO [Step 5/200] det=skip para=-0.0134 raw_rwd=0.3713±0.0038 rwd=0.3713 2026-04-03 14:49:41,050 INFO per-gen rewards: chatgpt=0.373 cohere=0.369 cohere-c=0.372 gpt2=0.372 gpt3=0.373 gpt4=0.373 llama-ch=0.373 mistral=0.371 mistral-=0.373 mpt=0.368 mpt-chat=0.369 2026-04-03 15:43:34,062 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 15:43:34,063 INFO │ MACRO_AVG 0.4707 ◄ 2026-04-03 15:43:34,063 INFO │ chatgpt 0.3808 2026-04-03 15:43:34,063 INFO │ cohere 0.4593 2026-04-03 15:43:34,063 INFO │ cohere-chat 0.4149 2026-04-03 15:43:34,063 INFO │ gpt2 0.5543 2026-04-03 15:43:34,063 INFO │ gpt3 0.4535 2026-04-03 15:43:34,063 INFO │ gpt4 0.4260 2026-04-03 15:43:34,063 INFO │ llama-chat 0.4307 2026-04-03 15:43:34,063 INFO │ mistral 0.5305 2026-04-03 15:43:34,063 INFO │ mistral-chat 0.3865 2026-04-03 15:43:34,063 INFO │ mpt 0.6848 2026-04-03 15:43:34,063 INFO │ mpt-chat 0.4564 2026-04-03 15:43:34,063 INFO │ (prev best) 0.2866 2026-04-03 15:43:34,063 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 15:43:34,063 INFO │ article_deletion 0.4766 ~ 2026-04-03 15:43:34,063 INFO │ homoglyphs 0.6555 ▲ 2026-04-03 15:43:34,063 INFO │ misspelling 0.6225 ▲ 2026-04-03 15:43:34,063 INFO │ no_attack 0.4270 ~ 2026-04-03 15:43:34,063 INFO │ synonym_replacement 0.7761 ▲ 2026-04-03 15:43:34,063 INFO │ t5_paraphrase 0.7000 ▲ 2026-04-03 15:43:34,063 INFO └─────────────────────────────────────────────┘ 2026-04-03 15:43:39,777 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 15:43:42,008 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 15:43:42,008 INFO ✓ New best macro AUROC = 0.4707 — saved. 2026-04-03 15:43:42,008 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-03 15:43:42,194 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-03 15:43:42,314 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-03 15:43:42,316 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-03 15:43:42,435 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-03 15:43:42,436 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-03 15:43:42,437 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-03 15:43:42,549 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 15:43:43,612 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 15:43:43,775 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 15:43:43,907 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 15:43:44,020 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 15:44:35,162 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 15:44:35,390 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 15:44:36,337 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 15:44:36,476 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 15:44:37,318 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 15:44:37,468 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 15:44:39,004 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 15:44:39,004 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-03 15:44:39,005 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-03 15:44:39,114 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 15:44:39,709 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 15:44:39,913 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-03 15:44:40,044 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 15:44:40,160 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 15:44:58,982 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-03 15:44:58,983 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-03 15:44:58,983 INFO ── Hub push complete ── 2026-04-03 15:45:32,676 INFO [Step 6/200] det=4.3212 para=-0.0019 raw_rwd=0.3706±0.0047 rwd=0.3706 2026-04-03 15:45:32,676 INFO loss components: L_human=0.737 L_xm_original=0.592 L_t5_para=0.525 L_synonym_replacement=0.565 L_homoglyphs=0.584 L_article_deletion=0.629 L_misspelling=0.609 total=4.241 2026-04-03 15:45:32,676 INFO per-gen rewards: chatgpt=0.368 cohere=0.370 cohere-c=0.368 gpt2=0.372 gpt3=0.373 gpt4=0.372 llama-ch=0.369 mistral=0.372 mistral-=0.369 mpt=0.371 mpt-chat=0.370 2026-04-03 15:45:45,948 INFO [Step 7/200] det=skip para=0.0240 raw_rwd=0.3712±0.0035 rwd=0.3712 2026-04-03 15:45:45,948 INFO per-gen rewards: chatgpt=0.370 cohere=0.370 cohere-c=0.371 gpt2=0.369 gpt3=0.371 gpt4=0.372 llama-ch=0.372 mistral=0.372 mistral-=0.372 mpt=0.372 mpt-chat=0.371 2026-04-03 15:46:19,023 INFO [Step 8/200] det=4.4389 para=0.0054 raw_rwd=0.3715±0.0052 rwd=0.3715 2026-04-03 15:46:19,023 INFO loss components: L_human=0.701 L_xm_original=0.680 L_t5_para=0.562 L_synonym_replacement=0.580 L_homoglyphs=0.604 L_article_deletion=0.711 L_misspelling=0.639 total=4.478 2026-04-03 15:46:19,024 INFO per-gen rewards: chatgpt=0.369 cohere=0.369 cohere-c=0.373 gpt2=0.369 gpt3=0.375 gpt4=0.375 llama-ch=0.369 mistral=0.370 mistral-=0.372 mpt=0.373 mpt-chat=0.374 2026-04-03 15:46:32,204 INFO [Step 9/200] det=skip para=0.0087 raw_rwd=0.3584±0.0072 rwd=0.3584 2026-04-03 15:46:32,205 INFO per-gen rewards: chatgpt=0.361 cohere=0.360 cohere-c=0.358 gpt2=0.358 gpt3=0.355 gpt4=0.359 llama-ch=0.359 mistral=0.359 mistral-=0.354 mpt=0.356 mpt-chat=0.362 2026-04-03 15:47:05,974 INFO [Step 10/200] det=4.3455 para=-0.0000 raw_rwd=0.3584±0.0066 rwd=0.3584 2026-04-03 15:47:05,974 INFO loss components: L_human=0.766 L_xm_original=0.606 L_t5_para=0.506 L_synonym_replacement=0.518 L_homoglyphs=0.537 L_article_deletion=0.684 L_misspelling=0.642 total=4.258 2026-04-03 15:47:05,974 INFO per-gen rewards: chatgpt=0.364 cohere=0.355 cohere-c=0.359 gpt2=0.358 gpt3=0.357 gpt4=0.360 llama-ch=0.360 mistral=0.358 mistral-=0.356 mpt=0.359 mpt-chat=0.357 2026-04-03 16:40:36,111 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 16:40:36,112 INFO │ MACRO_AVG 0.7613 ◄ 2026-04-03 16:40:36,112 INFO │ chatgpt 0.7090 2026-04-03 16:40:36,112 INFO │ cohere 0.7036 2026-04-03 16:40:36,112 INFO │ cohere-chat 0.7344 2026-04-03 16:40:36,112 INFO │ gpt2 0.7336 2026-04-03 16:40:36,112 INFO │ gpt3 0.7942 2026-04-03 16:40:36,112 INFO │ gpt4 0.7654 2026-04-03 16:40:36,112 INFO │ llama-chat 0.7709 2026-04-03 16:40:36,112 INFO │ mistral 0.7597 2026-04-03 16:40:36,112 INFO │ mistral-chat 0.7644 2026-04-03 16:40:36,112 INFO │ mpt 0.8372 2026-04-03 16:40:36,112 INFO │ mpt-chat 0.8018 2026-04-03 16:40:36,112 INFO │ (prev best) 0.4707 2026-04-03 16:40:36,112 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 16:40:36,112 INFO │ article_deletion 0.6182 ▼ 2026-04-03 16:40:36,112 INFO │ homoglyphs 0.9973 ▲ 2026-04-03 16:40:36,112 INFO │ misspelling 0.7784 ~ 2026-04-03 16:40:36,112 INFO │ no_attack 0.7700 ~ 2026-04-03 16:40:36,112 INFO │ synonym_replacement 0.9891 ▲ 2026-04-03 16:40:36,112 INFO │ t5_paraphrase 0.9800 ▲ 2026-04-03 16:40:36,112 INFO └─────────────────────────────────────────────┘ 2026-04-03 16:40:40,960 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 16:40:43,053 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 16:40:43,053 INFO ✓ New best macro AUROC = 0.7613 — saved. 2026-04-03 16:40:43,053 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-03 16:40:43,286 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-03 16:40:43,411 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-03 16:40:43,412 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-03 16:40:43,531 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-03 16:40:43,532 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-03 16:40:43,533 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-03 16:40:43,649 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 16:40:44,736 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 16:40:44,937 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 16:40:45,068 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 16:40:45,183 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 16:41:35,391 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 16:41:35,543 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 16:41:36,315 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 16:41:36,444 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 16:41:37,305 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 16:41:37,452 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 16:41:39,045 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 16:41:39,045 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-03 16:41:39,045 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-03 16:41:39,155 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 16:41:39,773 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 16:41:39,919 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-03 16:41:40,053 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 16:41:40,170 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 16:41:52,020 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-03 16:41:52,021 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-03 16:41:52,021 INFO ── Hub push complete ── 2026-04-03 16:42:05,430 INFO [Step 11/200] det=skip para=-0.0215 raw_rwd=0.3335±0.0029 rwd=0.3335 2026-04-03 16:42:05,430 INFO per-gen rewards: chatgpt=0.333 cohere=0.334 cohere-c=0.333 gpt2=0.334 gpt3=0.333 gpt4=0.332 llama-ch=0.332 mistral=0.334 mistral-=0.334 mpt=0.335 mpt-chat=0.333 2026-04-03 16:42:39,289 INFO [Step 12/200] det=4.1328 para=-0.0047 raw_rwd=0.3343±0.0031 rwd=0.3343 2026-04-03 16:42:39,290 INFO loss components: L_human=0.543 L_xm_original=0.660 L_t5_para=0.507 L_synonym_replacement=0.493 L_homoglyphs=0.481 L_article_deletion=0.727 L_misspelling=0.649 total=4.059 2026-04-03 16:42:39,290 INFO per-gen rewards: chatgpt=0.336 cohere=0.334 cohere-c=0.335 gpt2=0.335 gpt3=0.333 gpt4=0.337 llama-ch=0.333 mistral=0.334 mistral-=0.335 mpt=0.334 mpt-chat=0.334 2026-04-03 16:42:52,430 INFO [Step 13/200] det=skip para=-0.0375 raw_rwd=0.3132±0.0041 rwd=0.3132 2026-04-03 16:42:52,431 INFO per-gen rewards: chatgpt=0.312 cohere=0.315 cohere-c=0.315 gpt2=0.312 gpt3=0.314 gpt4=0.315 llama-ch=0.314 mistral=0.315 mistral-=0.313 mpt=0.314 mpt-chat=0.309 2026-04-03 16:43:25,269 INFO [Step 14/200] det=4.0670 para=0.0000 raw_rwd=0.3122±0.0041 rwd=0.3122 2026-04-03 16:43:25,269 INFO loss components: L_human=0.522 L_xm_original=0.653 L_t5_para=0.476 L_synonym_replacement=0.494 L_homoglyphs=0.435 L_article_deletion=0.739 L_misspelling=0.670 total=3.989 2026-04-03 16:43:25,269 INFO per-gen rewards: chatgpt=0.311 cohere=0.313 cohere-c=0.313 gpt2=0.313 gpt3=0.307 gpt4=0.314 llama-ch=0.312 mistral=0.311 mistral-=0.313 mpt=0.314 mpt-chat=0.312 2026-04-03 16:43:38,666 INFO [Step 15/200] det=skip para=-0.0000 raw_rwd=0.2846±0.0140 rwd=0.2846 2026-04-03 16:43:38,666 INFO per-gen rewards: chatgpt=0.291 cohere=0.291 cohere-c=0.291 gpt2=0.282 gpt3=0.288 gpt4=0.293 llama-ch=0.286 mistral=0.279 mistral-=0.273 mpt=0.289 mpt-chat=0.280 2026-04-03 17:36:57,244 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 17:36:57,245 INFO │ MACRO_AVG 0.9113 ◄ 2026-04-03 17:36:57,245 INFO │ chatgpt 0.9180 2026-04-03 17:36:57,245 INFO │ cohere 0.8648 2026-04-03 17:36:57,245 INFO │ cohere-chat 0.8788 2026-04-03 17:36:57,245 INFO │ gpt2 0.8754 2026-04-03 17:36:57,245 INFO │ gpt3 0.9276 2026-04-03 17:36:57,245 INFO │ gpt4 0.9616 2026-04-03 17:36:57,245 INFO │ llama-chat 0.9545 2026-04-03 17:36:57,245 INFO │ mistral 0.8675 2026-04-03 17:36:57,245 INFO │ mistral-chat 0.9279 2026-04-03 17:36:57,245 INFO │ mpt 0.9165 2026-04-03 17:36:57,245 INFO │ mpt-chat 0.9320 2026-04-03 17:36:57,245 INFO │ (prev best) 0.7613 2026-04-03 17:36:57,245 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 17:36:57,245 INFO │ article_deletion 0.8322 ▼ 2026-04-03 17:36:57,245 INFO │ homoglyphs 1.0000 ~ 2026-04-03 17:36:57,245 INFO │ misspelling 0.9347 ~ 2026-04-03 17:36:57,245 INFO │ no_attack 0.9549 ~ 2026-04-03 17:36:57,245 INFO │ synonym_replacement 0.9960 ~ 2026-04-03 17:36:57,245 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 17:36:57,245 INFO └─────────────────────────────────────────────┘ 2026-04-03 17:37:02,088 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 17:37:04,223 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 17:37:04,223 INFO ✓ New best macro AUROC = 0.9113 — saved. 2026-04-03 17:37:04,223 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-03 17:37:04,439 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-03 17:37:04,560 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-03 17:37:04,561 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-03 17:37:04,682 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-03 17:37:04,683 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-03 17:37:04,684 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-03 17:37:04,797 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 17:37:05,882 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 17:37:06,025 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 17:37:06,168 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 17:37:06,282 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 17:37:54,365 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 17:37:54,525 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 17:37:55,513 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 17:37:55,660 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 17:38:01,550 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 17:38:01,703 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 17:38:03,390 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 17:38:03,391 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-03 17:38:03,391 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-03 17:38:03,505 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 17:38:04,130 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 17:38:04,285 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-03 17:38:04,417 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 17:38:04,536 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 17:38:16,724 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-03 17:38:16,725 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-03 17:38:16,725 INFO ── Hub push complete ── 2026-04-03 17:38:49,929 INFO [Step 16/200] det=3.8612 para=-0.0081 raw_rwd=0.2857±0.0137 rwd=0.2857 2026-04-03 17:38:49,929 INFO loss components: L_human=0.545 L_xm_original=0.583 L_t5_para=0.456 L_synonym_replacement=0.493 L_homoglyphs=0.434 L_article_deletion=0.636 L_misspelling=0.577 total=3.724 2026-04-03 17:38:49,929 INFO per-gen rewards: chatgpt=0.289 cohere=0.268 cohere-c=0.291 gpt2=0.291 gpt3=0.292 gpt4=0.288 llama-ch=0.284 mistral=0.286 mistral-=0.284 mpt=0.284 mpt-chat=0.284 2026-04-03 17:39:03,199 INFO [Step 17/200] det=skip para=-0.0085 raw_rwd=0.2602±0.0190 rwd=0.2602 2026-04-03 17:39:03,199 INFO per-gen rewards: chatgpt=0.263 cohere=0.261 cohere-c=0.249 gpt2=0.266 gpt3=0.242 gpt4=0.268 llama-ch=0.261 mistral=0.270 mistral-=0.258 mpt=0.265 mpt-chat=0.254 2026-04-03 17:39:36,673 INFO [Step 18/200] det=3.7771 para=-0.0056 raw_rwd=0.2568±0.0243 rwd=0.2568 2026-04-03 17:39:36,673 INFO loss components: L_human=0.719 L_xm_original=0.560 L_t5_para=0.442 L_synonym_replacement=0.484 L_homoglyphs=0.431 L_article_deletion=0.595 L_misspelling=0.581 total=3.811 2026-04-03 17:39:36,673 INFO per-gen rewards: chatgpt=0.269 cohere=0.251 cohere-c=0.247 gpt2=0.256 gpt3=0.265 gpt4=0.268 llama-ch=0.268 mistral=0.247 mistral-=0.255 mpt=0.243 mpt-chat=0.260 2026-04-03 17:39:50,054 INFO [Step 19/200] det=skip para=-0.0132 raw_rwd=0.2286±0.0296 rwd=0.2286 2026-04-03 17:39:50,055 INFO per-gen rewards: chatgpt=0.239 cohere=0.235 cohere-c=0.235 gpt2=0.225 gpt3=0.243 gpt4=0.236 llama-ch=0.227 mistral=0.211 mistral-=0.239 mpt=0.215 mpt-chat=0.230 2026-04-03 17:40:23,072 INFO [Step 20/200] det=3.5666 para=-0.0246 raw_rwd=0.2331±0.0217 rwd=0.2331 2026-04-03 17:40:23,072 INFO loss components: L_human=0.458 L_xm_original=0.504 L_t5_para=0.443 L_synonym_replacement=0.467 L_homoglyphs=0.432 L_article_deletion=0.621 L_misspelling=0.494 total=3.418 2026-04-03 17:40:23,072 INFO per-gen rewards: chatgpt=0.239 cohere=0.240 cohere-c=0.242 gpt2=0.222 gpt3=0.241 gpt4=0.226 llama-ch=0.217 mistral=0.232 mistral-=0.240 mpt=0.242 mpt-chat=0.238 2026-04-03 18:33:49,476 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 18:33:49,476 INFO │ MACRO_AVG 0.9665 ◄ 2026-04-03 18:33:49,476 INFO │ chatgpt 0.9852 2026-04-03 18:33:49,476 INFO │ cohere 0.9478 2026-04-03 18:33:49,476 INFO │ cohere-chat 0.9663 2026-04-03 18:33:49,476 INFO │ gpt2 0.9397 2026-04-03 18:33:49,477 INFO │ gpt3 0.9768 2026-04-03 18:33:49,477 INFO │ gpt4 0.9915 2026-04-03 18:33:49,477 INFO │ llama-chat 0.9936 2026-04-03 18:33:49,477 INFO │ mistral 0.9293 2026-04-03 18:33:49,477 INFO │ mistral-chat 0.9860 2026-04-03 18:33:49,477 INFO │ mpt 0.9364 2026-04-03 18:33:49,477 INFO │ mpt-chat 0.9790 2026-04-03 18:33:49,477 INFO │ (prev best) 0.9113 2026-04-03 18:33:49,477 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 18:33:49,477 INFO │ article_deletion 0.9702 ~ 2026-04-03 18:33:49,477 INFO │ homoglyphs 1.0000 ~ 2026-04-03 18:33:49,477 INFO │ misspelling 0.9919 ~ 2026-04-03 18:33:49,477 INFO │ no_attack 0.9937 ~ 2026-04-03 18:33:49,477 INFO │ synonym_replacement 0.9960 ~ 2026-04-03 18:33:49,477 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 18:33:49,477 INFO └─────────────────────────────────────────────┘ 2026-04-03 18:33:54,254 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 18:33:56,385 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 18:33:56,385 INFO ✓ New best macro AUROC = 0.9665 — saved. 2026-04-03 18:33:56,385 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-03 18:33:56,581 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-03 18:33:56,707 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-03 18:33:56,708 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-03 18:33:56,842 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-03 18:33:56,843 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-03 18:33:56,844 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-03 18:33:56,959 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 18:33:58,055 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 18:33:58,219 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 18:33:58,351 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 18:33:58,471 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 18:34:45,303 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 18:34:45,440 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 18:34:46,238 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 18:34:46,386 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 18:34:47,283 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 18:34:47,426 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 18:34:48,923 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 18:34:48,924 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-03 18:34:48,924 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-03 18:34:49,034 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 18:34:49,671 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 18:34:49,836 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-03 18:34:49,974 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 18:34:50,091 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 18:35:02,041 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-03 18:35:02,042 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-03 18:35:02,042 INFO ── Hub push complete ── 2026-04-03 18:35:15,262 INFO [Step 21/200] det=skip para=-0.0008 raw_rwd=0.1945±0.0280 rwd=0.1945 2026-04-03 18:35:15,262 INFO per-gen rewards: chatgpt=0.206 cohere=0.196 cohere-c=0.204 gpt2=0.163 gpt3=0.162 gpt4=0.209 llama-ch=0.202 mistral=0.207 mistral-=0.185 mpt=0.207 mpt-chat=0.207 2026-04-03 18:35:48,386 INFO [Step 22/200] det=3.4256 para=0.0000 raw_rwd=0.1913±0.0338 rwd=0.1913 2026-04-03 18:35:48,386 INFO loss components: L_human=0.481 L_xm_original=0.458 L_t5_para=0.463 L_synonym_replacement=0.443 L_homoglyphs=0.426 L_article_deletion=0.533 L_misspelling=0.456 total=3.259 2026-04-03 18:35:48,386 INFO per-gen rewards: chatgpt=0.187 cohere=0.181 cohere-c=0.206 gpt2=0.175 gpt3=0.170 gpt4=0.184 llama-ch=0.202 mistral=0.188 mistral-=0.205 mpt=0.194 mpt-chat=0.198 2026-04-03 18:36:01,573 INFO [Step 23/200] det=skip para=-0.0096 raw_rwd=0.1753±0.0194 rwd=0.1753 2026-04-03 18:36:01,573 INFO per-gen rewards: chatgpt=0.159 cohere=0.188 cohere-c=0.183 gpt2=0.175 gpt3=0.185 gpt4=0.160 llama-ch=0.166 mistral=0.179 mistral-=0.189 mpt=0.173 mpt-chat=0.172 2026-04-03 18:36:34,766 INFO [Step 24/200] det=3.3704 para=-0.0108 raw_rwd=0.1741±0.0221 rwd=0.1741 2026-04-03 18:36:34,766 INFO loss components: L_human=0.508 L_xm_original=0.573 L_t5_para=0.439 L_synonym_replacement=0.454 L_homoglyphs=0.428 L_article_deletion=0.609 L_misspelling=0.449 total=3.460 2026-04-03 18:36:34,766 INFO per-gen rewards: chatgpt=0.182 cohere=0.183 cohere-c=0.170 gpt2=0.174 gpt3=0.184 gpt4=0.161 llama-ch=0.162 mistral=0.178 mistral-=0.178 mpt=0.164 mpt-chat=0.185 2026-04-03 18:36:47,988 INFO [Step 25/200] det=skip para=0.0303 raw_rwd=0.1575±0.0205 rwd=0.1575 2026-04-03 18:36:47,989 INFO per-gen rewards: chatgpt=0.166 cohere=0.154 cohere-c=0.164 gpt2=0.149 gpt3=0.156 gpt4=0.143 llama-ch=0.161 mistral=0.144 mistral-=0.157 mpt=0.177 mpt-chat=0.167 2026-04-03 19:30:03,464 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 19:30:03,465 INFO │ MACRO_AVG 0.9711 ◄ 2026-04-03 19:30:03,465 INFO │ chatgpt 0.9894 2026-04-03 19:30:03,465 INFO │ cohere 0.9551 2026-04-03 19:30:03,465 INFO │ cohere-chat 0.9688 2026-04-03 19:30:03,465 INFO │ gpt2 0.9512 2026-04-03 19:30:03,465 INFO │ gpt3 0.9806 2026-04-03 19:30:03,465 INFO │ gpt4 0.9960 2026-04-03 19:30:03,465 INFO │ llama-chat 0.9946 2026-04-03 19:30:03,465 INFO │ mistral 0.9355 2026-04-03 19:30:03,465 INFO │ mistral-chat 0.9893 2026-04-03 19:30:03,465 INFO │ mpt 0.9351 2026-04-03 19:30:03,465 INFO │ mpt-chat 0.9861 2026-04-03 19:30:03,465 INFO │ (prev best) 0.9665 2026-04-03 19:30:03,465 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 19:30:03,465 INFO │ article_deletion 0.9820 ~ 2026-04-03 19:30:03,465 INFO │ homoglyphs 1.0000 ~ 2026-04-03 19:30:03,465 INFO │ misspelling 0.9908 ~ 2026-04-03 19:30:03,465 INFO │ no_attack 0.9946 ~ 2026-04-03 19:30:03,465 INFO │ synonym_replacement 0.9938 ~ 2026-04-03 19:30:03,465 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 19:30:03,465 INFO └─────────────────────────────────────────────┘ 2026-04-03 19:30:08,293 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 19:30:10,489 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 19:30:10,489 INFO ✓ New best macro AUROC = 0.9711 — saved. 2026-04-03 19:30:10,489 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-03 19:30:11,163 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-03 19:30:11,287 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-03 19:30:11,288 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-03 19:30:11,409 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-03 19:30:11,410 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-03 19:30:11,411 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-03 19:30:11,527 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 19:30:12,652 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 19:30:12,835 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 19:30:12,980 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 19:30:13,153 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 19:31:01,187 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 19:31:01,377 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 19:31:02,653 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 19:31:02,856 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 19:31:04,210 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 19:31:04,613 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 19:31:06,777 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 19:31:06,777 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-03 19:31:06,778 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-03 19:31:06,891 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 19:31:07,529 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 19:31:07,689 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-03 19:31:07,833 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 19:31:07,950 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 19:31:20,015 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-03 19:31:20,016 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-03 19:31:20,016 INFO ── Hub push complete ── 2026-04-03 19:31:53,197 INFO [Step 26/200] det=3.3282 para=-0.0000 raw_rwd=0.1525±0.0198 rwd=0.1525 2026-04-03 19:31:53,198 INFO loss components: L_human=0.545 L_xm_original=0.631 L_t5_para=0.429 L_synonym_replacement=0.457 L_homoglyphs=0.428 L_article_deletion=0.819 L_misspelling=0.494 total=3.803 2026-04-03 19:31:53,198 INFO per-gen rewards: chatgpt=0.139 cohere=0.152 cohere-c=0.166 gpt2=0.151 gpt3=0.170 gpt4=0.163 llama-ch=0.150 mistral=0.149 mistral-=0.148 mpt=0.152 mpt-chat=0.153 2026-04-03 19:32:06,482 INFO [Step 27/200] det=skip para=0.0066 raw_rwd=0.1481±0.0150 rwd=0.1481 2026-04-03 19:32:06,482 INFO per-gen rewards: chatgpt=0.146 cohere=0.139 cohere-c=0.155 gpt2=0.150 gpt3=0.139 gpt4=0.149 llama-ch=0.151 mistral=0.149 mistral-=0.147 mpt=0.146 mpt-chat=0.152 2026-04-03 19:32:39,274 INFO [Step 28/200] det=3.3717 para=0.0000 raw_rwd=0.1451±0.0179 rwd=0.1451 2026-04-03 19:32:39,274 INFO loss components: L_human=0.450 L_xm_original=0.449 L_t5_para=0.443 L_synonym_replacement=0.446 L_homoglyphs=0.430 L_article_deletion=0.498 L_misspelling=0.449 total=3.165 2026-04-03 19:32:39,274 INFO per-gen rewards: chatgpt=0.146 cohere=0.164 cohere-c=0.155 gpt2=0.147 gpt3=0.137 gpt4=0.134 llama-ch=0.135 mistral=0.140 mistral-=0.146 mpt=0.148 mpt-chat=0.147 2026-04-03 19:32:52,571 INFO [Step 29/200] det=skip para=0.0000 raw_rwd=0.1457±0.0188 rwd=0.1457 2026-04-03 19:32:52,571 INFO per-gen rewards: chatgpt=0.160 cohere=0.136 cohere-c=0.152 gpt2=0.150 gpt3=0.135 gpt4=0.130 llama-ch=0.153 mistral=0.152 mistral-=0.138 mpt=0.146 mpt-chat=0.141 2026-04-03 19:33:26,276 INFO [Step 30/200] det=3.3367 para=0.0000 raw_rwd=0.1421±0.0219 rwd=0.1421 2026-04-03 19:33:26,276 INFO loss components: L_human=0.429 L_xm_original=0.529 L_t5_para=0.444 L_synonym_replacement=0.450 L_homoglyphs=0.428 L_article_deletion=0.627 L_misspelling=0.465 total=3.372 2026-04-03 19:33:26,276 INFO per-gen rewards: chatgpt=0.154 cohere=0.136 cohere-c=0.129 gpt2=0.126 gpt3=0.150 gpt4=0.155 llama-ch=0.144 mistral=0.142 mistral-=0.148 mpt=0.147 mpt-chat=0.140 2026-04-03 20:26:49,741 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 20:26:49,742 INFO │ MACRO_AVG 0.9751 ◄ 2026-04-03 20:26:49,742 INFO │ chatgpt 0.9964 2026-04-03 20:26:49,742 INFO │ cohere 0.9606 2026-04-03 20:26:49,742 INFO │ cohere-chat 0.9733 2026-04-03 20:26:49,742 INFO │ gpt2 0.9501 2026-04-03 20:26:49,742 INFO │ gpt3 0.9893 2026-04-03 20:26:49,742 INFO │ gpt4 0.9992 2026-04-03 20:26:49,742 INFO │ llama-chat 0.9974 2026-04-03 20:26:49,742 INFO │ mistral 0.9488 2026-04-03 20:26:49,742 INFO │ mistral-chat 0.9961 2026-04-03 20:26:49,742 INFO │ mpt 0.9216 2026-04-03 20:26:49,742 INFO │ mpt-chat 0.9932 2026-04-03 20:26:49,742 INFO │ (prev best) 0.9711 2026-04-03 20:26:49,742 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 20:26:49,742 INFO │ article_deletion 0.9931 ~ 2026-04-03 20:26:49,742 INFO │ homoglyphs 0.9998 ~ 2026-04-03 20:26:49,742 INFO │ misspelling 0.9947 ~ 2026-04-03 20:26:49,742 INFO │ no_attack 0.9974 ~ 2026-04-03 20:26:49,742 INFO │ synonym_replacement 0.9941 ~ 2026-04-03 20:26:49,742 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 20:26:49,742 INFO └─────────────────────────────────────────────┘ 2026-04-03 20:26:54,551 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 20:26:56,699 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 20:26:56,699 INFO ✓ New best macro AUROC = 0.9751 — saved. 2026-04-03 20:26:56,699 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-03 20:26:56,909 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-03 20:26:57,037 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-03 20:26:57,039 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-03 20:26:57,165 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-03 20:26:57,166 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-03 20:26:57,166 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-03 20:26:57,302 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 20:26:58,440 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 20:26:58,607 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 20:26:58,741 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 20:26:58,860 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 20:27:45,922 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 20:27:46,057 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 20:27:46,742 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 20:27:46,953 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 20:27:47,813 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 20:27:47,962 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 20:27:49,361 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 20:27:49,362 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-03 20:27:49,362 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-03 20:27:49,472 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 20:27:50,110 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 20:27:50,272 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-03 20:27:50,390 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 20:27:50,506 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 20:27:56,958 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-03 20:27:56,958 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-03 20:27:56,958 INFO ── Hub push complete ── 2026-04-03 20:28:10,720 INFO [Step 31/200] det=skip para=-0.0002 raw_rwd=0.1595±0.0183 rwd=0.1595 2026-04-03 20:28:10,720 INFO per-gen rewards: chatgpt=0.140 cohere=0.161 cohere-c=0.173 gpt2=0.151 gpt3=0.153 gpt4=0.151 llama-ch=0.164 mistral=0.159 mistral-=0.164 mpt=0.161 mpt-chat=0.168 2026-04-03 20:28:43,733 INFO [Step 32/200] det=3.2200 para=0.0140 raw_rwd=0.1644±0.0190 rwd=0.1644 2026-04-03 20:28:43,733 INFO loss components: L_human=0.519 L_xm_original=0.468 L_t5_para=0.441 L_synonym_replacement=0.442 L_homoglyphs=0.427 L_article_deletion=0.605 L_misspelling=0.449 total=3.351 2026-04-03 20:28:43,733 INFO per-gen rewards: chatgpt=0.155 cohere=0.169 cohere-c=0.159 gpt2=0.167 gpt3=0.170 gpt4=0.181 llama-ch=0.165 mistral=0.163 mistral-=0.159 mpt=0.169 mpt-chat=0.159 2026-04-03 20:28:56,898 INFO [Step 33/200] det=skip para=0.0000 raw_rwd=0.1665±0.0150 rwd=0.1665 2026-04-03 20:28:56,898 INFO per-gen rewards: chatgpt=0.169 cohere=0.169 cohere-c=0.170 gpt2=0.169 gpt3=0.168 gpt4=0.150 llama-ch=0.168 mistral=0.170 mistral-=0.166 mpt=0.163 mpt-chat=0.165 2026-04-03 20:29:29,913 INFO [Step 34/200] det=3.2555 para=-0.0015 raw_rwd=0.1668±0.0146 rwd=0.1668 2026-04-03 20:29:29,913 INFO loss components: L_human=0.430 L_xm_original=0.464 L_t5_para=0.437 L_synonym_replacement=0.449 L_homoglyphs=0.426 L_article_deletion=0.430 L_misspelling=0.444 total=3.080 2026-04-03 20:29:29,913 INFO per-gen rewards: chatgpt=0.167 cohere=0.169 cohere-c=0.172 gpt2=0.162 gpt3=0.158 gpt4=0.173 llama-ch=0.165 mistral=0.169 mistral-=0.165 mpt=0.170 mpt-chat=0.167 2026-04-03 20:29:43,035 INFO [Step 35/200] det=skip para=-0.0107 raw_rwd=0.1616±0.0131 rwd=0.1616 2026-04-03 20:29:43,035 INFO per-gen rewards: chatgpt=0.168 cohere=0.164 cohere-c=0.169 gpt2=0.166 gpt3=0.157 gpt4=0.159 llama-ch=0.167 mistral=0.159 mistral-=0.150 mpt=0.164 mpt-chat=0.160 2026-04-03 21:23:04,089 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 21:23:04,090 INFO │ MACRO_AVG 0.9784 ◄ 2026-04-03 21:23:04,090 INFO │ chatgpt 0.9968 2026-04-03 21:23:04,090 INFO │ cohere 0.9551 2026-04-03 21:23:04,090 INFO │ cohere-chat 0.9731 2026-04-03 21:23:04,090 INFO │ gpt2 0.9663 2026-04-03 21:23:04,090 INFO │ gpt3 0.9894 2026-04-03 21:23:04,090 INFO │ gpt4 0.9989 2026-04-03 21:23:04,090 INFO │ llama-chat 0.9976 2026-04-03 21:23:04,090 INFO │ mistral 0.9582 2026-04-03 21:23:04,090 INFO │ mistral-chat 0.9963 2026-04-03 21:23:04,090 INFO │ mpt 0.9367 2026-04-03 21:23:04,090 INFO │ mpt-chat 0.9938 2026-04-03 21:23:04,090 INFO │ (prev best) 0.9751 2026-04-03 21:23:04,090 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 21:23:04,090 INFO │ article_deletion 0.9944 ~ 2026-04-03 21:23:04,090 INFO │ homoglyphs 0.9997 ~ 2026-04-03 21:23:04,090 INFO │ misspelling 0.9947 ~ 2026-04-03 21:23:04,090 INFO │ no_attack 0.9977 ~ 2026-04-03 21:23:04,090 INFO │ synonym_replacement 0.9948 ~ 2026-04-03 21:23:04,090 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 21:23:04,090 INFO └─────────────────────────────────────────────┘ 2026-04-03 21:23:08,846 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 21:23:11,011 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 21:23:11,011 INFO ✓ New best macro AUROC = 0.9784 — saved. 2026-04-03 21:23:11,011 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-03 21:23:11,200 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-03 21:23:11,322 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-03 21:23:11,323 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-03 21:23:11,448 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-03 21:23:11,449 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-03 21:23:11,450 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-03 21:23:11,563 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 21:23:12,692 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 21:23:12,850 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 21:23:12,982 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 21:23:13,097 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 21:24:02,551 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 21:24:02,811 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 21:24:03,498 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 21:24:03,633 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 21:24:04,444 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 21:24:04,592 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 21:24:06,168 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 21:24:06,169 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-03 21:24:06,169 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-03 21:24:06,281 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 21:24:06,918 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 21:24:07,064 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-03 21:24:07,185 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 21:24:07,299 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 21:24:14,603 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-03 21:24:14,604 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-03 21:24:14,604 INFO ── Hub push complete ── 2026-04-03 21:24:48,278 INFO [Step 36/200] det=3.1824 para=-0.0023 raw_rwd=0.1615±0.0143 rwd=0.1615 2026-04-03 21:24:48,278 INFO loss components: L_human=0.592 L_xm_original=0.490 L_t5_para=0.439 L_synonym_replacement=0.462 L_homoglyphs=0.434 L_article_deletion=0.436 L_misspelling=0.510 total=3.363 2026-04-03 21:24:48,278 INFO per-gen rewards: chatgpt=0.155 cohere=0.171 cohere-c=0.171 gpt2=0.160 gpt3=0.157 gpt4=0.157 llama-ch=0.159 mistral=0.167 mistral-=0.166 mpt=0.159 mpt-chat=0.156 2026-04-03 21:25:01,492 INFO [Step 37/200] det=skip para=-0.0039 raw_rwd=0.1481±0.0165 rwd=0.1481 2026-04-03 21:25:01,492 INFO per-gen rewards: chatgpt=0.142 cohere=0.153 cohere-c=0.130 gpt2=0.154 gpt3=0.155 gpt4=0.145 llama-ch=0.156 mistral=0.148 mistral-=0.138 mpt=0.148 mpt-chat=0.153 2026-04-03 21:25:34,446 INFO [Step 38/200] det=3.2053 para=-0.0000 raw_rwd=0.1535±0.0141 rwd=0.1535 2026-04-03 21:25:34,446 INFO loss components: L_human=0.449 L_xm_original=0.439 L_t5_para=0.433 L_synonym_replacement=0.448 L_homoglyphs=0.428 L_article_deletion=0.472 L_misspelling=0.429 total=3.098 2026-04-03 21:25:34,446 INFO per-gen rewards: chatgpt=0.144 cohere=0.152 cohere-c=0.164 gpt2=0.156 gpt3=0.152 gpt4=0.148 llama-ch=0.158 mistral=0.154 mistral-=0.154 mpt=0.159 mpt-chat=0.144 2026-04-03 21:25:47,619 INFO [Step 39/200] det=skip para=-0.0000 raw_rwd=0.1521±0.0110 rwd=0.1521 2026-04-03 21:25:47,620 INFO per-gen rewards: chatgpt=0.150 cohere=0.149 cohere-c=0.152 gpt2=0.147 gpt3=0.154 gpt4=0.153 llama-ch=0.149 mistral=0.154 mistral-=0.155 mpt=0.155 mpt-chat=0.153 2026-04-03 21:26:21,599 INFO [Step 40/200] det=3.1996 para=-0.0018 raw_rwd=0.1515±0.0128 rwd=0.1515 2026-04-03 21:26:21,599 INFO loss components: L_human=0.691 L_xm_original=0.598 L_t5_para=0.426 L_synonym_replacement=0.465 L_homoglyphs=0.427 L_article_deletion=0.440 L_misspelling=0.433 total=3.479 2026-04-03 21:26:21,599 INFO per-gen rewards: chatgpt=0.156 cohere=0.147 cohere-c=0.154 gpt2=0.147 gpt3=0.155 gpt4=0.154 llama-ch=0.149 mistral=0.148 mistral-=0.158 mpt=0.155 mpt-chat=0.148 2026-04-03 22:19:43,663 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 22:19:43,663 INFO │ MACRO_AVG 0.9809 ◄ 2026-04-03 22:19:43,663 INFO │ chatgpt 0.9946 2026-04-03 22:19:43,663 INFO │ cohere 0.9688 2026-04-03 22:19:43,664 INFO │ cohere-chat 0.9794 2026-04-03 22:19:43,664 INFO │ gpt2 0.9738 2026-04-03 22:19:43,664 INFO │ gpt3 0.9885 2026-04-03 22:19:43,664 INFO │ gpt4 0.9963 2026-04-03 22:19:43,664 INFO │ llama-chat 0.9939 2026-04-03 22:19:43,664 INFO │ mistral 0.9652 2026-04-03 22:19:43,664 INFO │ mistral-chat 0.9933 2026-04-03 22:19:43,664 INFO │ mpt 0.9447 2026-04-03 22:19:43,664 INFO │ mpt-chat 0.9917 2026-04-03 22:19:43,664 INFO │ (prev best) 0.9784 2026-04-03 22:19:43,664 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 22:19:43,664 INFO │ article_deletion 0.9919 ~ 2026-04-03 22:19:43,664 INFO │ homoglyphs 0.9952 ~ 2026-04-03 22:19:43,664 INFO │ misspelling 0.9908 ~ 2026-04-03 22:19:43,664 INFO │ no_attack 0.9939 ~ 2026-04-03 22:19:43,664 INFO │ synonym_replacement 0.9899 ~ 2026-04-03 22:19:43,664 INFO │ t5_paraphrase 0.9800 ~ 2026-04-03 22:19:43,664 INFO └─────────────────────────────────────────────┘ 2026-04-03 22:19:48,582 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 22:19:50,717 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 22:19:50,717 INFO ✓ New best macro AUROC = 0.9809 — saved. 2026-04-03 22:19:50,717 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-03 22:19:50,909 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-03 22:19:51,031 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-03 22:19:51,032 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-03 22:19:51,156 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-03 22:19:51,157 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-03 22:19:51,157 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-03 22:19:51,270 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 22:19:52,415 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 22:19:52,608 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 22:19:52,737 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 22:19:52,850 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 22:20:44,507 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 22:20:44,646 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 22:20:45,627 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 22:20:45,867 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 22:20:46,544 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 22:20:46,686 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 22:20:48,099 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 22:20:48,100 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-03 22:20:48,100 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-03 22:20:48,209 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 22:20:48,852 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 22:20:49,002 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-03 22:20:49,123 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 22:20:49,244 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 22:20:55,726 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-03 22:20:55,726 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-03 22:20:55,727 INFO ── Hub push complete ── 2026-04-03 22:21:08,835 INFO [Step 41/200] det=skip para=0.0000 raw_rwd=0.1533±0.0124 rwd=0.1533 2026-04-03 22:21:08,835 INFO per-gen rewards: chatgpt=0.158 cohere=0.152 cohere-c=0.155 gpt2=0.154 gpt3=0.143 gpt4=0.146 llama-ch=0.155 mistral=0.153 mistral-=0.155 mpt=0.151 mpt-chat=0.158 2026-04-03 22:21:42,193 INFO [Step 42/200] det=3.1312 para=-0.0013 raw_rwd=0.1555±0.0114 rwd=0.1555 2026-04-03 22:21:42,193 INFO loss components: L_human=0.433 L_xm_original=0.448 L_t5_para=0.425 L_synonym_replacement=0.440 L_homoglyphs=0.437 L_article_deletion=0.489 L_misspelling=0.427 total=3.099 2026-04-03 22:21:42,193 INFO per-gen rewards: chatgpt=0.153 cohere=0.162 cohere-c=0.164 gpt2=0.150 gpt3=0.159 gpt4=0.157 llama-ch=0.154 mistral=0.158 mistral-=0.157 mpt=0.153 mpt-chat=0.152 2026-04-03 22:21:55,494 INFO [Step 43/200] det=skip para=-0.0000 raw_rwd=0.1470±0.0086 rwd=0.1470 2026-04-03 22:21:55,494 INFO per-gen rewards: chatgpt=0.147 cohere=0.141 cohere-c=0.144 gpt2=0.150 gpt3=0.144 gpt4=0.141 llama-ch=0.149 mistral=0.147 mistral-=0.147 mpt=0.148 mpt-chat=0.149 2026-04-03 22:22:28,171 INFO [Step 44/200] det=3.1795 para=-0.0000 raw_rwd=0.1458±0.0103 rwd=0.1458 2026-04-03 22:22:28,171 INFO loss components: L_human=0.469 L_xm_original=0.442 L_t5_para=0.426 L_synonym_replacement=0.443 L_homoglyphs=0.425 L_article_deletion=0.458 L_misspelling=0.434 total=3.097 2026-04-03 22:22:28,171 INFO per-gen rewards: chatgpt=0.145 cohere=0.136 cohere-c=0.148 gpt2=0.153 gpt3=0.138 gpt4=0.144 llama-ch=0.145 mistral=0.148 mistral-=0.146 mpt=0.148 mpt-chat=0.146 2026-04-03 22:22:41,174 INFO [Step 45/200] det=skip para=0.0000 raw_rwd=0.1315±0.0099 rwd=0.1315 2026-04-03 22:22:41,175 INFO per-gen rewards: chatgpt=0.128 cohere=0.132 cohere-c=0.129 gpt2=0.132 gpt3=0.131 gpt4=0.129 llama-ch=0.137 mistral=0.131 mistral-=0.136 mpt=0.124 mpt-chat=0.134 2026-04-03 23:15:56,398 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-03 23:15:56,399 INFO │ MACRO_AVG 0.9862 ◄ 2026-04-03 23:15:56,399 INFO │ chatgpt 0.9973 2026-04-03 23:15:56,399 INFO │ cohere 0.9768 2026-04-03 23:15:56,399 INFO │ cohere-chat 0.9857 2026-04-03 23:15:56,399 INFO │ gpt2 0.9791 2026-04-03 23:15:56,399 INFO │ gpt3 0.9931 2026-04-03 23:15:56,399 INFO │ gpt4 0.9989 2026-04-03 23:15:56,399 INFO │ llama-chat 0.9975 2026-04-03 23:15:56,399 INFO │ mistral 0.9748 2026-04-03 23:15:56,399 INFO │ mistral-chat 0.9968 2026-04-03 23:15:56,399 INFO │ mpt 0.9539 2026-04-03 23:15:56,399 INFO │ mpt-chat 0.9944 2026-04-03 23:15:56,399 INFO │ (prev best) 0.9809 2026-04-03 23:15:56,399 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-03 23:15:56,399 INFO │ article_deletion 0.9947 ~ 2026-04-03 23:15:56,399 INFO │ homoglyphs 0.9990 ~ 2026-04-03 23:15:56,399 INFO │ misspelling 0.9951 ~ 2026-04-03 23:15:56,399 INFO │ no_attack 0.9975 ~ 2026-04-03 23:15:56,399 INFO │ synonym_replacement 0.9951 ~ 2026-04-03 23:15:56,399 INFO │ t5_paraphrase 1.0000 ~ 2026-04-03 23:15:56,399 INFO └─────────────────────────────────────────────┘ 2026-04-03 23:16:01,141 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-03 23:16:03,298 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-03 23:16:03,299 INFO ✓ New best macro AUROC = 0.9862 — saved. 2026-04-03 23:16:03,299 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-03 23:16:03,542 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-03 23:16:03,672 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-03 23:16:03,673 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-03 23:16:03,791 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-03 23:16:03,791 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-03 23:16:03,792 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-03 23:16:03,906 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 23:16:05,049 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 23:16:05,195 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 23:16:05,327 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 23:16:05,442 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 23:16:53,462 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 23:16:53,599 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 23:16:54,319 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 23:16:54,464 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 23:16:55,559 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 23:16:55,701 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-03 23:16:57,487 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-03 23:16:57,488 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-03 23:16:57,488 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-03 23:16:57,600 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 23:16:58,239 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-03 23:16:58,442 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-03 23:16:58,669 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-03 23:16:58,784 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-03 23:17:04,916 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-03 23:17:04,917 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-03 23:17:04,917 INFO ── Hub push complete ── 2026-04-03 23:17:38,475 INFO [Step 46/200] det=3.1356 para=-0.0000 raw_rwd=0.1301±0.0132 rwd=0.1301 2026-04-03 23:17:38,475 INFO loss components: L_human=0.506 L_xm_original=0.435 L_t5_para=0.434 L_synonym_replacement=0.429 L_homoglyphs=0.427 L_article_deletion=0.438 L_misspelling=0.434 total=3.104 2026-04-03 23:17:38,475 INFO per-gen rewards: chatgpt=0.129 cohere=0.139 cohere-c=0.138 gpt2=0.129 gpt3=0.140 gpt4=0.133 llama-ch=0.122 mistral=0.129 mistral-=0.129 mpt=0.128 mpt-chat=0.128 2026-04-03 23:17:51,705 INFO [Step 47/200] det=skip para=0.0000 raw_rwd=0.1454±0.0184 rwd=0.1454 2026-04-03 23:17:51,705 INFO per-gen rewards: chatgpt=0.147 cohere=0.135 cohere-c=0.147 gpt2=0.132 gpt3=0.141 gpt4=0.151 llama-ch=0.137 mistral=0.154 mistral-=0.147 mpt=0.155 mpt-chat=0.147 2026-04-03 23:18:24,677 INFO [Step 48/200] det=3.1624 para=0.0003 raw_rwd=0.1435±0.0174 rwd=0.1435 2026-04-03 23:18:24,677 INFO loss components: L_human=0.511 L_xm_original=0.429 L_t5_para=0.434 L_synonym_replacement=0.432 L_homoglyphs=0.428 L_article_deletion=0.442 L_misspelling=0.429 total=3.105 2026-04-03 23:18:24,677 INFO per-gen rewards: chatgpt=0.158 cohere=0.129 cohere-c=0.138 gpt2=0.140 gpt3=0.154 gpt4=0.148 llama-ch=0.140 mistral=0.140 mistral-=0.148 mpt=0.141 mpt-chat=0.146 2026-04-03 23:18:37,984 INFO [Step 49/200] det=skip para=0.0049 raw_rwd=0.1288±0.0105 rwd=0.1288 2026-04-03 23:18:37,985 INFO per-gen rewards: chatgpt=0.126 cohere=0.126 cohere-c=0.129 gpt2=0.126 gpt3=0.122 gpt4=0.129 llama-ch=0.135 mistral=0.126 mistral-=0.128 mpt=0.127 mpt-chat=0.136 2026-04-03 23:19:11,441 INFO [Step 50/200] det=3.1225 para=0.0006 raw_rwd=0.1288±0.0151 rwd=0.1288 2026-04-03 23:19:11,441 INFO loss components: L_human=0.507 L_xm_original=0.433 L_t5_para=0.425 L_synonym_replacement=0.434 L_homoglyphs=0.428 L_article_deletion=0.431 L_misspelling=0.427 total=3.085 2026-04-03 23:19:11,441 INFO per-gen rewards: chatgpt=0.130 cohere=0.132 cohere-c=0.124 gpt2=0.136 gpt3=0.124 gpt4=0.129 llama-ch=0.136 mistral=0.125 mistral-=0.128 mpt=0.122 mpt-chat=0.127 2026-04-04 00:12:31,129 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 00:12:31,129 INFO │ MACRO_AVG 0.9851 ◄ 2026-04-04 00:12:31,130 INFO │ chatgpt 0.9976 2026-04-04 00:12:31,130 INFO │ cohere 0.9702 2026-04-04 00:12:31,130 INFO │ cohere-chat 0.9813 2026-04-04 00:12:31,130 INFO │ gpt2 0.9807 2026-04-04 00:12:31,130 INFO │ gpt3 0.9918 2026-04-04 00:12:31,130 INFO │ gpt4 0.9983 2026-04-04 00:12:31,130 INFO │ llama-chat 0.9977 2026-04-04 00:12:31,130 INFO │ mistral 0.9738 2026-04-04 00:12:31,130 INFO │ mistral-chat 0.9968 2026-04-04 00:12:31,130 INFO │ mpt 0.9527 2026-04-04 00:12:31,130 INFO │ mpt-chat 0.9956 2026-04-04 00:12:31,130 INFO │ (prev best) 0.9862 2026-04-04 00:12:31,130 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 00:12:31,130 INFO │ article_deletion 0.9972 ~ 2026-04-04 00:12:31,130 INFO │ homoglyphs 0.9986 ~ 2026-04-04 00:12:31,130 INFO │ misspelling 0.9970 ~ 2026-04-04 00:12:31,130 INFO │ no_attack 0.9977 ~ 2026-04-04 00:12:31,130 INFO │ synonym_replacement 0.9967 ~ 2026-04-04 00:12:31,130 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 00:12:31,130 INFO └─────────────────────────────────────────────┘ 2026-04-04 00:12:31,130 INFO No improvement (1/25) best=0.9862 2026-04-04 00:12:44,647 INFO [Step 51/200] det=skip para=-0.0057 raw_rwd=0.1477±0.0098 rwd=0.1477 2026-04-04 00:12:44,647 INFO per-gen rewards: chatgpt=0.145 cohere=0.148 cohere-c=0.148 gpt2=0.151 gpt3=0.153 gpt4=0.150 llama-ch=0.147 mistral=0.150 mistral-=0.140 mpt=0.146 mpt-chat=0.150 2026-04-04 00:13:18,100 INFO [Step 52/200] det=3.1758 para=0.0108 raw_rwd=0.1497±0.0086 rwd=0.1497 2026-04-04 00:13:18,101 INFO loss components: L_human=0.430 L_xm_original=0.543 L_t5_para=0.426 L_synonym_replacement=0.445 L_homoglyphs=0.431 L_article_deletion=0.507 L_misspelling=0.571 total=3.353 2026-04-04 00:13:18,101 INFO per-gen rewards: chatgpt=0.153 cohere=0.148 cohere-c=0.152 gpt2=0.152 gpt3=0.147 gpt4=0.159 llama-ch=0.147 mistral=0.151 mistral-=0.149 mpt=0.148 mpt-chat=0.146 2026-04-04 00:13:31,368 INFO [Step 53/200] det=skip para=0.0000 raw_rwd=0.1494±0.0099 rwd=0.1494 2026-04-04 00:13:31,369 INFO per-gen rewards: chatgpt=0.158 cohere=0.150 cohere-c=0.154 gpt2=0.154 gpt3=0.145 gpt4=0.146 llama-ch=0.145 mistral=0.149 mistral-=0.152 mpt=0.149 mpt-chat=0.144 2026-04-04 00:14:04,209 INFO [Step 54/200] det=3.1380 para=-0.0000 raw_rwd=0.1479±0.0082 rwd=0.1479 2026-04-04 00:14:04,209 INFO loss components: L_human=0.568 L_xm_original=0.429 L_t5_para=0.429 L_synonym_replacement=0.427 L_homoglyphs=0.425 L_article_deletion=0.425 L_misspelling=0.435 total=3.139 2026-04-04 00:14:04,209 INFO per-gen rewards: chatgpt=0.148 cohere=0.150 cohere-c=0.142 gpt2=0.148 gpt3=0.148 gpt4=0.141 llama-ch=0.148 mistral=0.150 mistral-=0.150 mpt=0.146 mpt-chat=0.149 2026-04-04 00:14:17,468 INFO [Step 55/200] det=skip para=0.0528 raw_rwd=0.1415±0.0152 rwd=0.1415 2026-04-04 00:14:17,468 INFO per-gen rewards: chatgpt=0.138 cohere=0.144 cohere-c=0.138 gpt2=0.135 gpt3=0.140 gpt4=0.140 llama-ch=0.143 mistral=0.141 mistral-=0.140 mpt=0.134 mpt-chat=0.158 2026-04-04 01:07:38,127 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 01:07:38,128 INFO │ MACRO_AVG 0.9873 ◄ 2026-04-04 01:07:38,128 INFO │ chatgpt 0.9981 2026-04-04 01:07:38,128 INFO │ cohere 0.9732 2026-04-04 01:07:38,128 INFO │ cohere-chat 0.9837 2026-04-04 01:07:38,128 INFO │ gpt2 0.9864 2026-04-04 01:07:38,128 INFO │ gpt3 0.9928 2026-04-04 01:07:38,128 INFO │ gpt4 0.9990 2026-04-04 01:07:38,128 INFO │ llama-chat 0.9981 2026-04-04 01:07:38,128 INFO │ mistral 0.9769 2026-04-04 01:07:38,128 INFO │ mistral-chat 0.9974 2026-04-04 01:07:38,128 INFO │ mpt 0.9592 2026-04-04 01:07:38,128 INFO │ mpt-chat 0.9960 2026-04-04 01:07:38,128 INFO │ (prev best) 0.9862 2026-04-04 01:07:38,128 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 01:07:38,128 INFO │ article_deletion 0.9971 ~ 2026-04-04 01:07:38,128 INFO │ homoglyphs 0.9998 ~ 2026-04-04 01:07:38,128 INFO │ misspelling 0.9974 ~ 2026-04-04 01:07:38,128 INFO │ no_attack 0.9981 ~ 2026-04-04 01:07:38,128 INFO │ synonym_replacement 0.9972 ~ 2026-04-04 01:07:38,128 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 01:07:38,128 INFO └─────────────────────────────────────────────┘ 2026-04-04 01:07:43,042 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-04 01:07:45,198 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-04 01:07:45,198 INFO ✓ New best macro AUROC = 0.9873 — saved. 2026-04-04 01:07:45,198 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-04 01:07:45,390 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-04 01:07:45,517 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-04 01:07:45,518 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-04 01:07:45,638 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-04 01:07:45,639 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-04 01:07:45,640 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-04 01:07:45,754 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 01:07:46,889 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 01:07:47,035 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 01:07:47,167 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 01:07:47,284 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 01:08:37,729 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 01:08:37,862 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 01:08:38,620 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 01:08:38,755 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 01:08:39,583 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 01:08:39,731 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 01:08:41,389 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 01:08:41,390 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-04 01:08:41,390 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-04 01:08:41,498 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 01:08:42,152 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 01:08:42,302 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-04 01:08:42,423 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 01:08:42,536 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 01:08:48,792 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-04 01:08:48,793 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-04 01:08:48,793 INFO ── Hub push complete ── 2026-04-04 01:09:21,870 INFO [Step 56/200] det=3.1771 para=-0.0000 raw_rwd=0.1409±0.0076 rwd=0.1409 2026-04-04 01:09:21,870 INFO loss components: L_human=0.519 L_xm_original=0.470 L_t5_para=0.423 L_synonym_replacement=0.447 L_homoglyphs=0.426 L_article_deletion=0.449 L_misspelling=0.430 total=3.165 2026-04-04 01:09:21,870 INFO per-gen rewards: chatgpt=0.142 cohere=0.144 cohere-c=0.143 gpt2=0.139 gpt3=0.139 gpt4=0.140 llama-ch=0.143 mistral=0.139 mistral-=0.135 mpt=0.144 mpt-chat=0.142 2026-04-04 01:09:35,085 INFO [Step 57/200] det=skip para=0.0115 raw_rwd=0.1373±0.0111 rwd=0.1373 2026-04-04 01:09:35,085 INFO per-gen rewards: chatgpt=0.144 cohere=0.130 cohere-c=0.153 gpt2=0.137 gpt3=0.137 gpt4=0.135 llama-ch=0.136 mistral=0.138 mistral-=0.133 mpt=0.133 mpt-chat=0.139 2026-04-04 01:10:09,245 INFO [Step 58/200] det=3.1000 para=0.0000 raw_rwd=0.1379±0.0081 rwd=0.1379 2026-04-04 01:10:09,245 INFO loss components: L_human=0.444 L_xm_original=0.513 L_t5_para=0.426 L_synonym_replacement=0.427 L_homoglyphs=0.427 L_article_deletion=0.427 L_misspelling=0.433 total=3.097 2026-04-04 01:10:09,246 INFO per-gen rewards: chatgpt=0.136 cohere=0.136 cohere-c=0.141 gpt2=0.140 gpt3=0.136 gpt4=0.141 llama-ch=0.140 mistral=0.136 mistral-=0.138 mpt=0.134 mpt-chat=0.139 2026-04-04 01:10:22,429 INFO [Step 59/200] det=skip para=0.0543 raw_rwd=0.1443±0.0149 rwd=0.1443 2026-04-04 01:10:22,429 INFO per-gen rewards: chatgpt=0.142 cohere=0.139 cohere-c=0.141 gpt2=0.160 gpt3=0.142 gpt4=0.135 llama-ch=0.145 mistral=0.140 mistral-=0.146 mpt=0.143 mpt-chat=0.142 2026-04-04 01:10:55,141 INFO [Step 60/200] det=3.1322 para=-0.0000 raw_rwd=0.1427±0.0084 rwd=0.1427 2026-04-04 01:10:55,142 INFO loss components: L_human=0.457 L_xm_original=0.452 L_t5_para=0.428 L_synonym_replacement=0.439 L_homoglyphs=0.433 L_article_deletion=0.441 L_misspelling=0.443 total=3.092 2026-04-04 01:10:55,142 INFO per-gen rewards: chatgpt=0.141 cohere=0.140 cohere-c=0.138 gpt2=0.141 gpt3=0.146 gpt4=0.145 llama-ch=0.142 mistral=0.143 mistral-=0.143 mpt=0.145 mpt-chat=0.144 2026-04-04 02:04:30,353 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 02:04:30,354 INFO │ MACRO_AVG 0.9886 ◄ 2026-04-04 02:04:30,354 INFO │ chatgpt 0.9975 2026-04-04 02:04:30,354 INFO │ cohere 0.9754 2026-04-04 02:04:30,354 INFO │ cohere-chat 0.9853 2026-04-04 02:04:30,354 INFO │ gpt2 0.9893 2026-04-04 02:04:30,354 INFO │ gpt3 0.9923 2026-04-04 02:04:30,354 INFO │ gpt4 0.9986 2026-04-04 02:04:30,354 INFO │ llama-chat 0.9971 2026-04-04 02:04:30,354 INFO │ mistral 0.9788 2026-04-04 02:04:30,354 INFO │ mistral-chat 0.9968 2026-04-04 02:04:30,354 INFO │ mpt 0.9681 2026-04-04 02:04:30,354 INFO │ mpt-chat 0.9949 2026-04-04 02:04:30,354 INFO │ (prev best) 0.9873 2026-04-04 02:04:30,354 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 02:04:30,354 INFO │ article_deletion 0.9960 ~ 2026-04-04 02:04:30,354 INFO │ homoglyphs 0.9995 ~ 2026-04-04 02:04:30,354 INFO │ misspelling 0.9968 ~ 2026-04-04 02:04:30,354 INFO │ no_attack 0.9970 ~ 2026-04-04 02:04:30,354 INFO │ synonym_replacement 0.9961 ~ 2026-04-04 02:04:30,354 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 02:04:30,354 INFO └─────────────────────────────────────────────┘ 2026-04-04 02:04:35,271 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-04 02:04:37,464 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-04 02:04:37,464 INFO ✓ New best macro AUROC = 0.9886 — saved. 2026-04-04 02:04:37,464 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-04 02:04:37,658 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-04 02:04:37,782 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-04 02:04:37,783 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-04 02:04:37,909 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-04 02:04:37,910 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-04 02:04:37,910 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-04 02:04:38,023 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 02:04:39,160 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 02:04:39,316 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 02:04:39,451 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 02:04:39,565 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 02:05:26,586 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 02:05:26,728 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 02:05:27,889 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 02:05:28,033 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 02:05:29,072 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 02:05:29,254 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 02:05:30,997 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 02:05:30,998 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-04 02:05:30,998 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-04 02:05:31,107 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 02:05:31,741 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 02:05:31,889 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-04 02:05:32,003 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 02:05:32,117 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 02:05:38,730 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-04 02:05:38,730 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-04 02:05:38,731 INFO ── Hub push complete ── 2026-04-04 02:05:52,153 INFO [Step 61/200] det=skip para=0.0139 raw_rwd=0.1569±0.0086 rwd=0.1569 2026-04-04 02:05:52,153 INFO per-gen rewards: chatgpt=0.155 cohere=0.154 cohere-c=0.155 gpt2=0.157 gpt3=0.158 gpt4=0.161 llama-ch=0.156 mistral=0.158 mistral-=0.161 mpt=0.159 mpt-chat=0.154 2026-04-04 02:06:25,096 INFO [Step 62/200] det=3.1596 para=-0.0036 raw_rwd=0.1557±0.0070 rwd=0.1557 2026-04-04 02:06:25,096 INFO loss components: L_human=0.581 L_xm_original=0.460 L_t5_para=0.431 L_synonym_replacement=0.434 L_homoglyphs=0.429 L_article_deletion=0.428 L_misspelling=0.430 total=3.193 2026-04-04 02:06:25,096 INFO per-gen rewards: chatgpt=0.157 cohere=0.160 cohere-c=0.155 gpt2=0.154 gpt3=0.160 gpt4=0.154 llama-ch=0.156 mistral=0.156 mistral-=0.154 mpt=0.152 mpt-chat=0.156 2026-04-04 02:06:38,280 INFO [Step 63/200] det=skip para=-0.0000 raw_rwd=0.1387±0.0101 rwd=0.1387 2026-04-04 02:06:38,281 INFO per-gen rewards: chatgpt=0.144 cohere=0.134 cohere-c=0.136 gpt2=0.141 gpt3=0.134 gpt4=0.138 llama-ch=0.144 mistral=0.138 mistral-=0.136 mpt=0.142 mpt-chat=0.136 2026-04-04 02:07:11,695 INFO [Step 64/200] det=3.1585 para=0.0000 raw_rwd=0.1359±0.0087 rwd=0.1359 2026-04-04 02:07:11,695 INFO loss components: L_human=0.429 L_xm_original=0.424 L_t5_para=0.429 L_synonym_replacement=0.431 L_homoglyphs=0.429 L_article_deletion=0.433 L_misspelling=0.429 total=3.004 2026-04-04 02:07:11,695 INFO per-gen rewards: chatgpt=0.135 cohere=0.138 cohere-c=0.134 gpt2=0.134 gpt3=0.138 gpt4=0.140 llama-ch=0.139 mistral=0.133 mistral-=0.138 mpt=0.131 mpt-chat=0.135 2026-04-04 02:07:24,869 INFO [Step 65/200] det=skip para=-0.0000 raw_rwd=0.1292±0.0124 rwd=0.1292 2026-04-04 02:07:24,869 INFO per-gen rewards: chatgpt=0.133 cohere=0.128 cohere-c=0.130 gpt2=0.132 gpt3=0.130 gpt4=0.129 llama-ch=0.125 mistral=0.123 mistral-=0.132 mpt=0.133 mpt-chat=0.126 2026-04-04 03:00:56,173 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 03:00:56,174 INFO │ MACRO_AVG 0.9905 ◄ 2026-04-04 03:00:56,174 INFO │ chatgpt 0.9989 2026-04-04 03:00:56,174 INFO │ cohere 0.9785 2026-04-04 03:00:56,174 INFO │ cohere-chat 0.9887 2026-04-04 03:00:56,174 INFO │ gpt2 0.9895 2026-04-04 03:00:56,174 INFO │ gpt3 0.9956 2026-04-04 03:00:56,174 INFO │ gpt4 0.9998 2026-04-04 03:00:56,174 INFO │ llama-chat 0.9986 2026-04-04 03:00:56,174 INFO │ mistral 0.9814 2026-04-04 03:00:56,174 INFO │ mistral-chat 0.9986 2026-04-04 03:00:56,174 INFO │ mpt 0.9690 2026-04-04 03:00:56,174 INFO │ mpt-chat 0.9972 2026-04-04 03:00:56,174 INFO │ (prev best) 0.9886 2026-04-04 03:00:56,174 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 03:00:56,174 INFO │ article_deletion 0.9979 ~ 2026-04-04 03:00:56,174 INFO │ homoglyphs 1.0000 ~ 2026-04-04 03:00:56,174 INFO │ misspelling 0.9992 ~ 2026-04-04 03:00:56,174 INFO │ no_attack 0.9986 ~ 2026-04-04 03:00:56,174 INFO │ synonym_replacement 0.9991 ~ 2026-04-04 03:00:56,174 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 03:00:56,175 INFO └─────────────────────────────────────────────┘ 2026-04-04 03:01:00,974 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-04 03:01:03,134 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-04 03:01:03,134 INFO ✓ New best macro AUROC = 0.9905 — saved. 2026-04-04 03:01:03,134 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-04 03:01:03,331 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-04 03:01:03,455 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-04 03:01:03,457 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-04 03:01:03,577 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-04 03:01:03,578 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-04 03:01:03,578 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-04 03:01:03,688 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 03:01:04,821 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 03:01:04,986 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 03:01:05,118 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 03:01:05,230 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 03:01:52,564 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 03:01:52,824 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 03:01:53,683 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 03:01:53,836 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 03:01:55,335 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 03:01:55,571 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 03:01:57,326 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 03:01:57,327 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-04 03:01:57,327 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-04 03:01:57,438 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 03:01:58,072 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 03:01:58,229 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-04 03:01:58,346 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 03:01:58,461 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 03:02:04,827 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-04 03:02:04,828 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-04 03:02:04,828 INFO ── Hub push complete ── 2026-04-04 03:02:38,019 INFO [Step 66/200] det=3.0954 para=0.0000 raw_rwd=0.1269±0.0094 rwd=0.1269 2026-04-04 03:02:38,020 INFO loss components: L_human=0.447 L_xm_original=0.430 L_t5_para=0.437 L_synonym_replacement=0.435 L_homoglyphs=0.427 L_article_deletion=0.427 L_misspelling=0.427 total=3.030 2026-04-04 03:02:38,020 INFO per-gen rewards: chatgpt=0.125 cohere=0.130 cohere-c=0.123 gpt2=0.134 gpt3=0.126 gpt4=0.128 llama-ch=0.125 mistral=0.126 mistral-=0.118 mpt=0.133 mpt-chat=0.127 2026-04-04 03:02:51,309 INFO [Step 67/200] det=skip para=0.0017 raw_rwd=0.1803±0.0097 rwd=0.1803 2026-04-04 03:02:51,309 INFO per-gen rewards: chatgpt=0.174 cohere=0.183 cohere-c=0.184 gpt2=0.180 gpt3=0.179 gpt4=0.179 llama-ch=0.183 mistral=0.177 mistral-=0.181 mpt=0.178 mpt-chat=0.184 2026-04-04 03:03:24,913 INFO [Step 68/200] det=3.1163 para=0.0000 raw_rwd=0.1836±0.0099 rwd=0.1836 2026-04-04 03:03:24,913 INFO loss components: L_human=0.440 L_xm_original=0.427 L_t5_para=0.430 L_synonym_replacement=0.427 L_homoglyphs=0.427 L_article_deletion=0.431 L_misspelling=0.430 total=3.013 2026-04-04 03:03:24,913 INFO per-gen rewards: chatgpt=0.192 cohere=0.180 cohere-c=0.180 gpt2=0.187 gpt3=0.175 gpt4=0.187 llama-ch=0.179 mistral=0.183 mistral-=0.183 mpt=0.187 mpt-chat=0.183 2026-04-04 03:03:38,243 INFO [Step 69/200] det=skip para=0.0289 raw_rwd=0.1476±0.0095 rwd=0.1476 2026-04-04 03:03:38,243 INFO per-gen rewards: chatgpt=0.153 cohere=0.148 cohere-c=0.140 gpt2=0.146 gpt3=0.145 gpt4=0.144 llama-ch=0.146 mistral=0.146 mistral-=0.156 mpt=0.153 mpt-chat=0.143 2026-04-04 03:04:11,210 INFO [Step 70/200] det=3.1543 para=-0.0000 raw_rwd=0.1460±0.0078 rwd=0.1460 2026-04-04 03:04:11,211 INFO loss components: L_human=0.427 L_xm_original=0.436 L_t5_para=0.426 L_synonym_replacement=0.430 L_homoglyphs=0.426 L_article_deletion=0.427 L_misspelling=0.430 total=3.002 2026-04-04 03:04:11,211 INFO per-gen rewards: chatgpt=0.142 cohere=0.149 cohere-c=0.146 gpt2=0.145 gpt3=0.148 gpt4=0.146 llama-ch=0.145 mistral=0.146 mistral-=0.149 mpt=0.145 mpt-chat=0.145 2026-04-04 03:57:35,361 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 03:57:35,361 INFO │ MACRO_AVG 0.9914 ◄ 2026-04-04 03:57:35,361 INFO │ chatgpt 0.9989 2026-04-04 03:57:35,361 INFO │ cohere 0.9794 2026-04-04 03:57:35,361 INFO │ cohere-chat 0.9887 2026-04-04 03:57:35,361 INFO │ gpt2 0.9916 2026-04-04 03:57:35,361 INFO │ gpt3 0.9955 2026-04-04 03:57:35,361 INFO │ gpt4 0.9995 2026-04-04 03:57:35,361 INFO │ llama-chat 0.9986 2026-04-04 03:57:35,361 INFO │ mistral 0.9830 2026-04-04 03:57:35,362 INFO │ mistral-chat 0.9985 2026-04-04 03:57:35,362 INFO │ mpt 0.9739 2026-04-04 03:57:35,362 INFO │ mpt-chat 0.9976 2026-04-04 03:57:35,362 INFO │ (prev best) 0.9905 2026-04-04 03:57:35,362 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 03:57:35,362 INFO │ article_deletion 0.9989 ~ 2026-04-04 03:57:35,362 INFO │ homoglyphs 0.9994 ~ 2026-04-04 03:57:35,362 INFO │ misspelling 0.9993 ~ 2026-04-04 03:57:35,362 INFO │ no_attack 0.9985 ~ 2026-04-04 03:57:35,362 INFO │ synonym_replacement 0.9994 ~ 2026-04-04 03:57:35,362 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 03:57:35,362 INFO └─────────────────────────────────────────────┘ 2026-04-04 03:57:40,081 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-04 03:57:42,208 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-04 03:57:42,208 INFO ✓ New best macro AUROC = 0.9914 — saved. 2026-04-04 03:57:42,208 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-04 03:57:42,399 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-04 03:57:42,518 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-04 03:57:42,519 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-04 03:57:42,635 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-04 03:57:42,636 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-04 03:57:42,636 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-04 03:57:42,748 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 03:57:43,884 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 03:57:44,148 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 03:57:44,281 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 03:57:44,393 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 03:58:34,069 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 03:58:34,347 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 03:58:35,600 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 03:58:35,899 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 03:58:38,078 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 03:58:38,309 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 03:58:41,334 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 03:58:41,335 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-04 03:58:41,335 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-04 03:58:41,444 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 03:58:42,079 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 03:58:42,352 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-04 03:58:42,472 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 03:58:42,585 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 03:58:47,392 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-04 03:58:47,392 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-04 03:58:47,392 INFO ── Hub push complete ── 2026-04-04 03:59:00,664 INFO [Step 71/200] det=skip para=0.0000 raw_rwd=0.1339±0.0072 rwd=0.1339 2026-04-04 03:59:00,665 INFO per-gen rewards: chatgpt=0.135 cohere=0.130 cohere-c=0.135 gpt2=0.135 gpt3=0.131 gpt4=0.136 llama-ch=0.136 mistral=0.135 mistral-=0.133 mpt=0.135 mpt-chat=0.131 2026-04-04 03:59:33,538 INFO [Step 72/200] det=3.0909 para=-0.0000 raw_rwd=0.1312±0.0073 rwd=0.1312 2026-04-04 03:59:33,538 INFO loss components: L_human=0.428 L_xm_original=0.437 L_t5_para=0.424 L_synonym_replacement=0.430 L_homoglyphs=0.424 L_article_deletion=0.435 L_misspelling=0.425 total=3.003 2026-04-04 03:59:33,538 INFO per-gen rewards: chatgpt=0.129 cohere=0.134 cohere-c=0.126 gpt2=0.129 gpt3=0.130 gpt4=0.132 llama-ch=0.135 mistral=0.132 mistral-=0.132 mpt=0.136 mpt-chat=0.128 2026-04-04 03:59:46,598 INFO [Step 73/200] det=skip para=-0.0000 raw_rwd=0.1615±0.0072 rwd=0.1615 2026-04-04 03:59:46,598 INFO per-gen rewards: chatgpt=0.156 cohere=0.162 cohere-c=0.168 gpt2=0.166 gpt3=0.156 gpt4=0.162 llama-ch=0.160 mistral=0.158 mistral-=0.164 mpt=0.159 mpt-chat=0.164 2026-04-04 04:00:19,737 INFO [Step 74/200] det=3.1082 para=0.0000 raw_rwd=0.1640±0.0070 rwd=0.1640 2026-04-04 04:00:19,737 INFO loss components: L_human=0.479 L_xm_original=0.490 L_t5_para=0.426 L_synonym_replacement=0.430 L_homoglyphs=0.429 L_article_deletion=0.426 L_misspelling=0.429 total=3.108 2026-04-04 04:00:19,737 INFO per-gen rewards: chatgpt=0.160 cohere=0.164 cohere-c=0.169 gpt2=0.162 gpt3=0.167 gpt4=0.164 llama-ch=0.161 mistral=0.167 mistral-=0.163 mpt=0.163 mpt-chat=0.166 2026-04-04 04:00:32,892 INFO [Step 75/200] det=skip para=-0.0000 raw_rwd=0.1458±0.0075 rwd=0.1458 2026-04-04 04:00:32,892 INFO per-gen rewards: chatgpt=0.144 cohere=0.143 cohere-c=0.146 gpt2=0.141 gpt3=0.152 gpt4=0.146 llama-ch=0.150 mistral=0.147 mistral-=0.149 mpt=0.146 mpt-chat=0.142 2026-04-04 04:54:01,807 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 04:54:01,808 INFO │ MACRO_AVG 0.9911 ◄ 2026-04-04 04:54:01,808 INFO │ chatgpt 0.9990 2026-04-04 04:54:01,808 INFO │ cohere 0.9787 2026-04-04 04:54:01,808 INFO │ cohere-chat 0.9892 2026-04-04 04:54:01,808 INFO │ gpt2 0.9928 2026-04-04 04:54:01,808 INFO │ gpt3 0.9948 2026-04-04 04:54:01,808 INFO │ gpt4 0.9992 2026-04-04 04:54:01,808 INFO │ llama-chat 0.9986 2026-04-04 04:54:01,808 INFO │ mistral 0.9802 2026-04-04 04:54:01,808 INFO │ mistral-chat 0.9987 2026-04-04 04:54:01,808 INFO │ mpt 0.9737 2026-04-04 04:54:01,808 INFO │ mpt-chat 0.9974 2026-04-04 04:54:01,808 INFO │ (prev best) 0.9914 2026-04-04 04:54:01,809 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 04:54:01,809 INFO │ article_deletion 0.9993 ~ 2026-04-04 04:54:01,809 INFO │ homoglyphs 1.0000 ~ 2026-04-04 04:54:01,809 INFO │ misspelling 0.9998 ~ 2026-04-04 04:54:01,809 INFO │ no_attack 0.9986 ~ 2026-04-04 04:54:01,809 INFO │ synonym_replacement 0.9997 ~ 2026-04-04 04:54:01,809 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 04:54:01,809 INFO └─────────────────────────────────────────────┘ 2026-04-04 04:54:01,809 INFO No improvement (1/25) best=0.9914 2026-04-04 04:54:35,315 INFO [Step 76/200] det=3.1031 para=0.0000 raw_rwd=0.1473±0.0062 rwd=0.1473 2026-04-04 04:54:35,315 INFO loss components: L_human=0.437 L_xm_original=0.428 L_t5_para=0.425 L_synonym_replacement=0.429 L_homoglyphs=0.433 L_article_deletion=0.424 L_misspelling=0.434 total=3.010 2026-04-04 04:54:35,315 INFO per-gen rewards: chatgpt=0.150 cohere=0.145 cohere-c=0.150 gpt2=0.150 gpt3=0.140 gpt4=0.153 llama-ch=0.149 mistral=0.147 mistral-=0.146 mpt=0.146 mpt-chat=0.145 2026-04-04 04:54:48,573 INFO [Step 77/200] det=skip para=0.0000 raw_rwd=0.1362±0.0069 rwd=0.1362 2026-04-04 04:54:48,573 INFO per-gen rewards: chatgpt=0.135 cohere=0.137 cohere-c=0.137 gpt2=0.135 gpt3=0.137 gpt4=0.135 llama-ch=0.133 mistral=0.136 mistral-=0.135 mpt=0.142 mpt-chat=0.137 2026-04-04 04:55:21,739 INFO [Step 78/200] det=3.1359 para=-0.0000 raw_rwd=0.1365±0.0068 rwd=0.1365 2026-04-04 04:55:21,739 INFO loss components: L_human=0.425 L_xm_original=0.430 L_t5_para=0.428 L_synonym_replacement=0.441 L_homoglyphs=0.428 L_article_deletion=0.445 L_misspelling=0.427 total=3.023 2026-04-04 04:55:21,739 INFO per-gen rewards: chatgpt=0.138 cohere=0.136 cohere-c=0.140 gpt2=0.136 gpt3=0.142 gpt4=0.132 llama-ch=0.131 mistral=0.137 mistral-=0.141 mpt=0.136 mpt-chat=0.136 2026-04-04 04:55:35,070 INFO [Step 79/200] det=skip para=-0.0000 raw_rwd=0.1414±0.0068 rwd=0.1414 2026-04-04 04:55:35,070 INFO per-gen rewards: chatgpt=0.145 cohere=0.140 cohere-c=0.139 gpt2=0.143 gpt3=0.142 gpt4=0.140 llama-ch=0.142 mistral=0.143 mistral-=0.140 mpt=0.141 mpt-chat=0.140 2026-04-04 04:56:08,448 INFO [Step 80/200] det=3.1342 para=0.0045 raw_rwd=0.1416±0.0068 rwd=0.1416 2026-04-04 04:56:08,449 INFO loss components: L_human=0.489 L_xm_original=0.432 L_t5_para=0.426 L_synonym_replacement=0.431 L_homoglyphs=0.425 L_article_deletion=0.428 L_misspelling=0.438 total=3.070 2026-04-04 04:56:08,449 INFO per-gen rewards: chatgpt=0.135 cohere=0.142 cohere-c=0.141 gpt2=0.140 gpt3=0.139 gpt4=0.140 llama-ch=0.142 mistral=0.146 mistral-=0.145 mpt=0.141 mpt-chat=0.140 2026-04-04 05:49:34,932 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 05:49:34,933 INFO │ MACRO_AVG 0.9852 ◄ 2026-04-04 05:49:34,933 INFO │ chatgpt 0.9929 2026-04-04 05:49:34,933 INFO │ cohere 0.9760 2026-04-04 05:49:34,933 INFO │ cohere-chat 0.9835 2026-04-04 05:49:34,933 INFO │ gpt2 0.9868 2026-04-04 05:49:34,933 INFO │ gpt3 0.9879 2026-04-04 05:49:34,933 INFO │ gpt4 0.9941 2026-04-04 05:49:34,933 INFO │ llama-chat 0.9917 2026-04-04 05:49:34,933 INFO │ mistral 0.9795 2026-04-04 05:49:34,933 INFO │ mistral-chat 0.9921 2026-04-04 05:49:34,933 INFO │ mpt 0.9622 2026-04-04 05:49:34,933 INFO │ mpt-chat 0.9909 2026-04-04 05:49:34,933 INFO │ (prev best) 0.9914 2026-04-04 05:49:34,933 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 05:49:34,933 INFO │ article_deletion 0.9904 ~ 2026-04-04 05:49:34,933 INFO │ homoglyphs 0.9932 ~ 2026-04-04 05:49:34,933 INFO │ misspelling 0.9854 ~ 2026-04-04 05:49:34,933 INFO │ no_attack 0.9914 ~ 2026-04-04 05:49:34,933 INFO │ synonym_replacement 0.9863 ~ 2026-04-04 05:49:34,933 INFO │ t5_paraphrase 0.9800 ~ 2026-04-04 05:49:34,933 INFO └─────────────────────────────────────────────┘ 2026-04-04 05:49:34,933 INFO No improvement (2/25) best=0.9914 2026-04-04 05:49:48,225 INFO [Step 81/200] det=skip para=0.0455 raw_rwd=0.1566±0.0109 rwd=0.1566 2026-04-04 05:49:48,225 INFO per-gen rewards: chatgpt=0.159 cohere=0.158 cohere-c=0.161 gpt2=0.155 gpt3=0.150 gpt4=0.159 llama-ch=0.152 mistral=0.157 mistral-=0.162 mpt=0.154 mpt-chat=0.157 2026-04-04 05:50:21,600 INFO [Step 82/200] det=3.0834 para=-0.0013 raw_rwd=0.1556±0.0063 rwd=0.1556 2026-04-04 05:50:21,600 INFO loss components: L_human=0.437 L_xm_original=0.453 L_t5_para=0.425 L_synonym_replacement=0.432 L_homoglyphs=0.428 L_article_deletion=0.438 L_misspelling=0.428 total=3.041 2026-04-04 05:50:21,600 INFO per-gen rewards: chatgpt=0.151 cohere=0.157 cohere-c=0.161 gpt2=0.157 gpt3=0.152 gpt4=0.154 llama-ch=0.157 mistral=0.154 mistral-=0.156 mpt=0.155 mpt-chat=0.158 2026-04-04 05:50:34,913 INFO [Step 83/200] det=skip para=0.0048 raw_rwd=0.1629±0.0052 rwd=0.1629 2026-04-04 05:50:34,913 INFO per-gen rewards: chatgpt=0.164 cohere=0.164 cohere-c=0.163 gpt2=0.166 gpt3=0.162 gpt4=0.168 llama-ch=0.160 mistral=0.162 mistral-=0.165 mpt=0.161 mpt-chat=0.162 2026-04-04 05:51:07,872 INFO [Step 84/200] det=3.2801 para=-0.0000 raw_rwd=0.1615±0.0043 rwd=0.1615 2026-04-04 05:51:07,872 INFO loss components: L_human=0.508 L_xm_original=0.435 L_t5_para=0.428 L_synonym_replacement=0.435 L_homoglyphs=0.429 L_article_deletion=0.510 L_misspelling=0.545 total=3.289 2026-04-04 05:51:07,872 INFO per-gen rewards: chatgpt=0.162 cohere=0.158 cohere-c=0.165 gpt2=0.163 gpt3=0.161 gpt4=0.160 llama-ch=0.161 mistral=0.160 mistral-=0.162 mpt=0.162 mpt-chat=0.162 2026-04-04 05:51:21,234 INFO [Step 85/200] det=skip para=0.0000 raw_rwd=0.1401±0.0063 rwd=0.1401 2026-04-04 05:51:21,234 INFO per-gen rewards: chatgpt=0.138 cohere=0.141 cohere-c=0.142 gpt2=0.142 gpt3=0.139 gpt4=0.140 llama-ch=0.143 mistral=0.141 mistral-=0.139 mpt=0.141 mpt-chat=0.135 2026-04-04 06:44:50,130 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 06:44:50,136 INFO │ MACRO_AVG 0.9913 ◄ 2026-04-04 06:44:50,136 INFO │ chatgpt 0.9981 2026-04-04 06:44:50,136 INFO │ cohere 0.9819 2026-04-04 06:44:50,136 INFO │ cohere-chat 0.9899 2026-04-04 06:44:50,136 INFO │ gpt2 0.9911 2026-04-04 06:44:50,136 INFO │ gpt3 0.9960 2026-04-04 06:44:50,136 INFO │ gpt4 0.9989 2026-04-04 06:44:50,136 INFO │ llama-chat 0.9983 2026-04-04 06:44:50,136 INFO │ mistral 0.9869 2026-04-04 06:44:50,136 INFO │ mistral-chat 0.9981 2026-04-04 06:44:50,137 INFO │ mpt 0.9672 2026-04-04 06:44:50,137 INFO │ mpt-chat 0.9974 2026-04-04 06:44:50,137 INFO │ (prev best) 0.9914 2026-04-04 06:44:50,137 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 06:44:50,137 INFO │ article_deletion 0.9979 ~ 2026-04-04 06:44:50,137 INFO │ homoglyphs 0.9994 ~ 2026-04-04 06:44:50,137 INFO │ misspelling 0.9969 ~ 2026-04-04 06:44:50,137 INFO │ no_attack 0.9982 ~ 2026-04-04 06:44:50,137 INFO │ synonym_replacement 0.9972 ~ 2026-04-04 06:44:50,137 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 06:44:50,137 INFO └─────────────────────────────────────────────┘ 2026-04-04 06:44:50,137 INFO No improvement (3/25) best=0.9914 2026-04-04 06:45:25,589 INFO [Step 86/200] det=3.1132 para=-0.0000 raw_rwd=0.1396±0.0050 rwd=0.1396 2026-04-04 06:45:25,589 INFO loss components: L_human=0.575 L_xm_original=0.437 L_t5_para=0.425 L_synonym_replacement=0.424 L_homoglyphs=0.424 L_article_deletion=0.433 L_misspelling=0.435 total=3.153 2026-04-04 06:45:25,589 INFO per-gen rewards: chatgpt=0.139 cohere=0.137 cohere-c=0.145 gpt2=0.139 gpt3=0.139 gpt4=0.142 llama-ch=0.138 mistral=0.139 mistral-=0.141 mpt=0.136 mpt-chat=0.143 2026-04-04 06:45:38,959 INFO [Step 87/200] det=skip para=-0.0000 raw_rwd=0.1441±0.0050 rwd=0.1441 2026-04-04 06:45:38,960 INFO per-gen rewards: chatgpt=0.149 cohere=0.143 cohere-c=0.144 gpt2=0.143 gpt3=0.144 gpt4=0.142 llama-ch=0.145 mistral=0.147 mistral-=0.140 mpt=0.143 mpt-chat=0.146 2026-04-04 06:46:12,187 INFO [Step 88/200] det=3.1886 para=0.0000 raw_rwd=0.1437±0.0058 rwd=0.1437 2026-04-04 06:46:12,187 INFO loss components: L_human=0.431 L_xm_original=0.441 L_t5_para=0.432 L_synonym_replacement=0.429 L_homoglyphs=0.424 L_article_deletion=0.442 L_misspelling=0.425 total=3.024 2026-04-04 06:46:12,187 INFO per-gen rewards: chatgpt=0.141 cohere=0.140 cohere-c=0.148 gpt2=0.144 gpt3=0.146 gpt4=0.149 llama-ch=0.144 mistral=0.142 mistral-=0.142 mpt=0.146 mpt-chat=0.143 2026-04-04 06:46:25,593 INFO [Step 89/200] det=skip para=0.0035 raw_rwd=0.1505±0.0059 rwd=0.1505 2026-04-04 06:46:25,593 INFO per-gen rewards: chatgpt=0.146 cohere=0.148 cohere-c=0.161 gpt2=0.151 gpt3=0.150 gpt4=0.150 llama-ch=0.151 mistral=0.148 mistral-=0.153 mpt=0.151 mpt-chat=0.149 2026-04-04 06:46:59,414 INFO [Step 90/200] det=3.0824 para=0.0080 raw_rwd=0.1521±0.0063 rwd=0.1521 2026-04-04 06:46:59,414 INFO loss components: L_human=0.480 L_xm_original=0.493 L_t5_para=0.425 L_synonym_replacement=0.428 L_homoglyphs=0.430 L_article_deletion=0.439 L_misspelling=0.426 total=3.121 2026-04-04 06:46:59,414 INFO per-gen rewards: chatgpt=0.150 cohere=0.154 cohere-c=0.154 gpt2=0.152 gpt3=0.151 gpt4=0.151 llama-ch=0.150 mistral=0.149 mistral-=0.152 mpt=0.153 mpt-chat=0.157 2026-04-04 07:40:31,236 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 07:40:31,237 INFO │ MACRO_AVG 0.9920 ◄ 2026-04-04 07:40:31,237 INFO │ chatgpt 0.9978 2026-04-04 07:40:31,237 INFO │ cohere 0.9843 2026-04-04 07:40:31,237 INFO │ cohere-chat 0.9911 2026-04-04 07:40:31,237 INFO │ gpt2 0.9919 2026-04-04 07:40:31,237 INFO │ gpt3 0.9962 2026-04-04 07:40:31,237 INFO │ gpt4 0.9983 2026-04-04 07:40:31,237 INFO │ llama-chat 0.9979 2026-04-04 07:40:31,237 INFO │ mistral 0.9865 2026-04-04 07:40:31,237 INFO │ mistral-chat 0.9980 2026-04-04 07:40:31,237 INFO │ mpt 0.9724 2026-04-04 07:40:31,237 INFO │ mpt-chat 0.9973 2026-04-04 07:40:31,237 INFO │ (prev best) 0.9914 2026-04-04 07:40:31,237 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 07:40:31,237 INFO │ article_deletion 0.9986 ~ 2026-04-04 07:40:31,237 INFO │ homoglyphs 0.9991 ~ 2026-04-04 07:40:31,237 INFO │ misspelling 0.9991 ~ 2026-04-04 07:40:31,237 INFO │ no_attack 0.9978 ~ 2026-04-04 07:40:31,237 INFO │ synonym_replacement 0.9978 ~ 2026-04-04 07:40:31,237 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 07:40:31,237 INFO └─────────────────────────────────────────────┘ 2026-04-04 07:40:37,166 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-04 07:40:40,377 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-04 07:40:40,377 INFO ✓ New best macro AUROC = 0.9920 — saved. 2026-04-04 07:40:40,377 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-04 07:40:40,602 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-04 07:40:40,737 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-04 07:40:40,738 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-04 07:40:40,858 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-04 07:40:40,859 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-04 07:40:40,860 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-04 07:40:40,975 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 07:40:42,096 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 07:40:42,498 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 07:40:42,629 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 07:40:42,744 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 07:41:33,365 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 07:41:33,584 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 07:41:35,233 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 07:41:35,518 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 07:41:37,357 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 07:41:37,499 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 07:41:39,696 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 07:41:39,697 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-04 07:41:39,697 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-04 07:41:39,806 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 07:41:40,434 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 07:41:40,610 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-04 07:41:40,729 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 07:41:40,844 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 07:41:46,113 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-04 07:41:46,114 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-04 07:41:46,114 INFO ── Hub push complete ── 2026-04-04 07:41:59,438 INFO [Step 91/200] det=skip para=-0.0000 raw_rwd=0.1491±0.0067 rwd=0.1491 2026-04-04 07:41:59,438 INFO per-gen rewards: chatgpt=0.156 cohere=0.148 cohere-c=0.149 gpt2=0.149 gpt3=0.144 gpt4=0.149 llama-ch=0.147 mistral=0.151 mistral-=0.150 mpt=0.149 mpt-chat=0.148 2026-04-04 07:42:33,642 INFO [Step 92/200] det=3.0458 para=-0.0000 raw_rwd=0.1491±0.0070 rwd=0.1491 2026-04-04 07:42:33,642 INFO loss components: L_human=0.499 L_xm_original=0.491 L_t5_para=0.427 L_synonym_replacement=0.428 L_homoglyphs=0.428 L_article_deletion=0.426 L_misspelling=0.425 total=3.125 2026-04-04 07:42:33,642 INFO per-gen rewards: chatgpt=0.152 cohere=0.157 cohere-c=0.145 gpt2=0.147 gpt3=0.145 gpt4=0.142 llama-ch=0.149 mistral=0.152 mistral-=0.151 mpt=0.149 mpt-chat=0.150 2026-04-04 07:42:46,876 INFO [Step 93/200] det=skip para=-0.0000 raw_rwd=0.1497±0.0065 rwd=0.1497 2026-04-04 07:42:46,876 INFO per-gen rewards: chatgpt=0.148 cohere=0.149 cohere-c=0.148 gpt2=0.150 gpt3=0.151 gpt4=0.152 llama-ch=0.148 mistral=0.150 mistral-=0.151 mpt=0.150 mpt-chat=0.149 2026-04-04 07:43:20,385 INFO [Step 94/200] det=3.0764 para=0.0168 raw_rwd=0.1475±0.0059 rwd=0.1475 2026-04-04 07:43:20,386 INFO loss components: L_human=0.424 L_xm_original=0.526 L_t5_para=0.425 L_synonym_replacement=0.435 L_homoglyphs=0.424 L_article_deletion=0.565 L_misspelling=0.531 total=3.330 2026-04-04 07:43:20,386 INFO per-gen rewards: chatgpt=0.146 cohere=0.145 cohere-c=0.151 gpt2=0.145 gpt3=0.147 gpt4=0.149 llama-ch=0.147 mistral=0.149 mistral-=0.153 mpt=0.143 mpt-chat=0.146 2026-04-04 07:43:33,794 INFO [Step 95/200] det=skip para=0.0000 raw_rwd=0.1356±0.0070 rwd=0.1356 2026-04-04 07:43:33,794 INFO per-gen rewards: chatgpt=0.136 cohere=0.142 cohere-c=0.133 gpt2=0.134 gpt3=0.138 gpt4=0.133 llama-ch=0.138 mistral=0.130 mistral-=0.138 mpt=0.137 mpt-chat=0.136 2026-04-04 08:37:10,407 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 08:37:10,408 INFO │ MACRO_AVG 0.9927 ◄ 2026-04-04 08:37:10,408 INFO │ chatgpt 0.9985 2026-04-04 08:37:10,408 INFO │ cohere 0.9828 2026-04-04 08:37:10,408 INFO │ cohere-chat 0.9902 2026-04-04 08:37:10,409 INFO │ gpt2 0.9923 2026-04-04 08:37:10,409 INFO │ gpt3 0.9973 2026-04-04 08:37:10,409 INFO │ gpt4 0.9990 2026-04-04 08:37:10,409 INFO │ llama-chat 0.9988 2026-04-04 08:37:10,409 INFO │ mistral 0.9879 2026-04-04 08:37:10,409 INFO │ mistral-chat 0.9988 2026-04-04 08:37:10,409 INFO │ mpt 0.9760 2026-04-04 08:37:10,409 INFO │ mpt-chat 0.9982 2026-04-04 08:37:10,409 INFO │ (prev best) 0.9920 2026-04-04 08:37:10,409 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 08:37:10,409 INFO │ article_deletion 0.9990 ~ 2026-04-04 08:37:10,409 INFO │ homoglyphs 0.9990 ~ 2026-04-04 08:37:10,409 INFO │ misspelling 0.9993 ~ 2026-04-04 08:37:10,409 INFO │ no_attack 0.9987 ~ 2026-04-04 08:37:10,409 INFO │ synonym_replacement 0.9986 ~ 2026-04-04 08:37:10,409 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 08:37:10,409 INFO └─────────────────────────────────────────────┘ 2026-04-04 08:37:15,270 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-04 08:37:17,241 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-04 08:37:17,241 INFO ✓ New best macro AUROC = 0.9927 — saved. 2026-04-04 08:37:17,241 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-04 08:37:17,436 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-04 08:37:17,559 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-04 08:37:17,560 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-04 08:37:17,680 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-04 08:37:17,681 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-04 08:37:17,682 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-04 08:37:17,796 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 08:37:18,949 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 08:37:19,158 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 08:37:19,286 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 08:37:19,402 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 08:38:06,516 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 08:38:06,745 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 08:38:07,788 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 08:38:07,948 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 08:38:08,747 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 08:38:08,911 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 08:38:10,677 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 08:38:10,677 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-04 08:38:10,678 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-04 08:38:10,790 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 08:38:11,413 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 08:38:11,640 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-04 08:38:11,756 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 08:38:11,872 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 08:38:18,135 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-04 08:38:18,136 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-04 08:38:18,136 INFO ── Hub push complete ── 2026-04-04 08:38:52,372 INFO [Step 96/200] det=3.0966 para=-0.0000 raw_rwd=0.1368±0.0064 rwd=0.1368 2026-04-04 08:38:52,373 INFO loss components: L_human=0.487 L_xm_original=0.439 L_t5_para=0.428 L_synonym_replacement=0.426 L_homoglyphs=0.425 L_article_deletion=0.435 L_misspelling=0.428 total=3.067 2026-04-04 08:38:52,373 INFO per-gen rewards: chatgpt=0.137 cohere=0.136 cohere-c=0.142 gpt2=0.140 gpt3=0.133 gpt4=0.137 llama-ch=0.136 mistral=0.137 mistral-=0.135 mpt=0.138 mpt-chat=0.133 2026-04-04 08:39:05,618 INFO [Step 97/200] det=skip para=0.0000 raw_rwd=0.1347±0.0080 rwd=0.1347 2026-04-04 08:39:05,618 INFO per-gen rewards: chatgpt=0.138 cohere=0.136 cohere-c=0.133 gpt2=0.135 gpt3=0.134 gpt4=0.131 llama-ch=0.132 mistral=0.132 mistral-=0.133 mpt=0.138 mpt-chat=0.139 2026-04-04 08:39:39,311 INFO [Step 98/200] det=3.0374 para=0.0000 raw_rwd=0.1378±0.0052 rwd=0.1378 2026-04-04 08:39:39,312 INFO loss components: L_human=0.433 L_xm_original=0.426 L_t5_para=0.427 L_synonym_replacement=0.431 L_homoglyphs=0.432 L_article_deletion=0.432 L_misspelling=0.490 total=3.071 2026-04-04 08:39:39,312 INFO per-gen rewards: chatgpt=0.143 cohere=0.139 cohere-c=0.136 gpt2=0.136 gpt3=0.140 gpt4=0.133 llama-ch=0.135 mistral=0.140 mistral-=0.138 mpt=0.141 mpt-chat=0.139 2026-04-04 08:39:52,593 INFO [Step 99/200] det=skip para=-0.0000 raw_rwd=0.1515±0.0065 rwd=0.1515 2026-04-04 08:39:52,593 INFO per-gen rewards: chatgpt=0.155 cohere=0.154 cohere-c=0.147 gpt2=0.150 gpt3=0.147 gpt4=0.147 llama-ch=0.154 mistral=0.150 mistral-=0.152 mpt=0.152 mpt-chat=0.155 2026-04-04 08:40:26,275 INFO [Step 100/200] det=3.0619 para=0.0000 raw_rwd=0.1524±0.0068 rwd=0.1524 2026-04-04 08:40:26,275 INFO loss components: L_human=0.430 L_xm_original=0.430 L_t5_para=0.427 L_synonym_replacement=0.429 L_homoglyphs=0.425 L_article_deletion=0.424 L_misspelling=0.427 total=2.992 2026-04-04 08:40:26,275 INFO per-gen rewards: chatgpt=0.149 cohere=0.153 cohere-c=0.157 gpt2=0.153 gpt3=0.153 gpt4=0.155 llama-ch=0.154 mistral=0.151 mistral-=0.151 mpt=0.154 mpt-chat=0.150 2026-04-04 09:33:58,480 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 09:33:58,481 INFO │ MACRO_AVG 0.9907 ◄ 2026-04-04 09:33:58,481 INFO │ chatgpt 0.9965 2026-04-04 09:33:58,481 INFO │ cohere 0.9787 2026-04-04 09:33:58,481 INFO │ cohere-chat 0.9879 2026-04-04 09:33:58,481 INFO │ gpt2 0.9918 2026-04-04 09:33:58,481 INFO │ gpt3 0.9946 2026-04-04 09:33:58,481 INFO │ gpt4 0.9968 2026-04-04 09:33:58,481 INFO │ llama-chat 0.9958 2026-04-04 09:33:58,481 INFO │ mistral 0.9845 2026-04-04 09:33:58,481 INFO │ mistral-chat 0.9967 2026-04-04 09:33:58,481 INFO │ mpt 0.9789 2026-04-04 09:33:58,481 INFO │ mpt-chat 0.9960 2026-04-04 09:33:58,481 INFO │ (prev best) 0.9927 2026-04-04 09:33:58,481 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 09:33:58,481 INFO │ article_deletion 0.9976 ~ 2026-04-04 09:33:58,481 INFO │ homoglyphs 0.9980 ~ 2026-04-04 09:33:58,481 INFO │ misspelling 0.9978 ~ 2026-04-04 09:33:58,481 INFO │ no_attack 0.9955 ~ 2026-04-04 09:33:58,481 INFO │ synonym_replacement 0.9968 ~ 2026-04-04 09:33:58,481 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 09:33:58,481 INFO └─────────────────────────────────────────────┘ 2026-04-04 09:33:58,481 INFO No improvement (1/25) best=0.9927 2026-04-04 09:34:12,055 INFO [Step 101/200] det=skip para=0.0585 raw_rwd=0.1218±0.0099 rwd=0.1218 2026-04-04 09:34:12,055 INFO per-gen rewards: chatgpt=0.124 cohere=0.121 cohere-c=0.119 gpt2=0.118 gpt3=0.123 gpt4=0.119 llama-ch=0.130 mistral=0.119 mistral-=0.123 mpt=0.122 mpt-chat=0.121 2026-04-04 09:34:45,513 INFO [Step 102/200] det=3.0471 para=0.0082 raw_rwd=0.1222±0.0061 rwd=0.1222 2026-04-04 09:34:45,513 INFO loss components: L_human=0.444 L_xm_original=0.525 L_t5_para=0.427 L_synonym_replacement=0.428 L_homoglyphs=0.424 L_article_deletion=0.498 L_misspelling=0.424 total=3.169 2026-04-04 09:34:45,513 INFO per-gen rewards: chatgpt=0.125 cohere=0.119 cohere-c=0.120 gpt2=0.122 gpt3=0.125 gpt4=0.124 llama-ch=0.119 mistral=0.122 mistral-=0.120 mpt=0.123 mpt-chat=0.126 2026-04-04 09:34:58,734 INFO [Step 103/200] det=skip para=0.0000 raw_rwd=0.1611±0.0053 rwd=0.1611 2026-04-04 09:34:58,734 INFO per-gen rewards: chatgpt=0.158 cohere=0.156 cohere-c=0.160 gpt2=0.159 gpt3=0.162 gpt4=0.157 llama-ch=0.165 mistral=0.160 mistral-=0.166 mpt=0.160 mpt-chat=0.163 2026-04-04 09:35:31,757 INFO [Step 104/200] det=3.0780 para=0.0023 raw_rwd=0.1610±0.0058 rwd=0.1610 2026-04-04 09:35:31,758 INFO loss components: L_human=0.426 L_xm_original=0.426 L_t5_para=0.428 L_synonym_replacement=0.425 L_homoglyphs=0.425 L_article_deletion=0.436 L_misspelling=0.428 total=2.994 2026-04-04 09:35:31,758 INFO per-gen rewards: chatgpt=0.158 cohere=0.157 cohere-c=0.158 gpt2=0.161 gpt3=0.160 gpt4=0.160 llama-ch=0.162 mistral=0.162 mistral-=0.162 mpt=0.162 mpt-chat=0.163 2026-04-04 09:35:45,035 INFO [Step 105/200] det=skip para=-0.0000 raw_rwd=0.1483±0.0055 rwd=0.1483 2026-04-04 09:35:45,036 INFO per-gen rewards: chatgpt=0.147 cohere=0.150 cohere-c=0.143 gpt2=0.147 gpt3=0.149 gpt4=0.148 llama-ch=0.150 mistral=0.153 mistral-=0.147 mpt=0.149 mpt-chat=0.147 2026-04-04 10:29:10,626 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 10:29:10,627 INFO │ MACRO_AVG 0.9924 ◄ 2026-04-04 10:29:10,627 INFO │ chatgpt 0.9983 2026-04-04 10:29:10,627 INFO │ cohere 0.9788 2026-04-04 10:29:10,627 INFO │ cohere-chat 0.9892 2026-04-04 10:29:10,627 INFO │ gpt2 0.9933 2026-04-04 10:29:10,627 INFO │ gpt3 0.9968 2026-04-04 10:29:10,627 INFO │ gpt4 0.9988 2026-04-04 10:29:10,627 INFO │ llama-chat 0.9978 2026-04-04 10:29:10,627 INFO │ mistral 0.9852 2026-04-04 10:29:10,627 INFO │ mistral-chat 0.9987 2026-04-04 10:29:10,627 INFO │ mpt 0.9817 2026-04-04 10:29:10,627 INFO │ mpt-chat 0.9977 2026-04-04 10:29:10,627 INFO │ (prev best) 0.9927 2026-04-04 10:29:10,627 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 10:29:10,627 INFO │ article_deletion 0.9987 ~ 2026-04-04 10:29:10,628 INFO │ homoglyphs 0.9999 ~ 2026-04-04 10:29:10,628 INFO │ misspelling 0.9992 ~ 2026-04-04 10:29:10,628 INFO │ no_attack 0.9971 ~ 2026-04-04 10:29:10,628 INFO │ synonym_replacement 0.9986 ~ 2026-04-04 10:29:10,628 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 10:29:10,628 INFO └─────────────────────────────────────────────┘ 2026-04-04 10:29:10,628 INFO No improvement (2/25) best=0.9927 2026-04-04 10:29:44,231 INFO [Step 106/200] det=3.1702 para=0.0002 raw_rwd=0.1489±0.0061 rwd=0.1489 2026-04-04 10:29:44,231 INFO loss components: L_human=0.433 L_xm_original=0.476 L_t5_para=0.425 L_synonym_replacement=0.424 L_homoglyphs=0.427 L_article_deletion=0.426 L_misspelling=0.437 total=3.049 2026-04-04 10:29:44,231 INFO per-gen rewards: chatgpt=0.147 cohere=0.153 cohere-c=0.153 gpt2=0.147 gpt3=0.150 gpt4=0.149 llama-ch=0.150 mistral=0.149 mistral-=0.148 mpt=0.145 mpt-chat=0.150 2026-04-04 10:29:57,237 INFO [Step 107/200] det=skip para=-0.0000 raw_rwd=0.1377±0.0054 rwd=0.1377 2026-04-04 10:29:57,237 INFO per-gen rewards: chatgpt=0.144 cohere=0.135 cohere-c=0.140 gpt2=0.138 gpt3=0.141 gpt4=0.134 llama-ch=0.138 mistral=0.137 mistral-=0.137 mpt=0.136 mpt-chat=0.136 2026-04-04 10:30:29,859 INFO [Step 108/200] det=3.0709 para=-0.0000 raw_rwd=0.1380±0.0055 rwd=0.1380 2026-04-04 10:30:29,859 INFO loss components: L_human=0.438 L_xm_original=0.426 L_t5_para=0.427 L_synonym_replacement=0.425 L_homoglyphs=0.425 L_article_deletion=0.429 L_misspelling=0.426 total=2.996 2026-04-04 10:30:29,859 INFO per-gen rewards: chatgpt=0.139 cohere=0.137 cohere-c=0.141 gpt2=0.140 gpt3=0.137 gpt4=0.137 llama-ch=0.138 mistral=0.137 mistral-=0.140 mpt=0.137 mpt-chat=0.136 2026-04-04 10:30:42,958 INFO [Step 109/200] det=skip para=0.0000 raw_rwd=0.1585±0.0055 rwd=0.1585 2026-04-04 10:30:42,958 INFO per-gen rewards: chatgpt=0.156 cohere=0.154 cohere-c=0.161 gpt2=0.159 gpt3=0.161 gpt4=0.166 llama-ch=0.156 mistral=0.157 mistral-=0.159 mpt=0.159 mpt-chat=0.158 2026-04-04 10:31:15,534 INFO [Step 110/200] det=3.0682 para=0.0000 raw_rwd=0.1583±0.0052 rwd=0.1583 2026-04-04 10:31:15,534 INFO loss components: L_human=0.430 L_xm_original=0.440 L_t5_para=0.426 L_synonym_replacement=0.428 L_homoglyphs=0.428 L_article_deletion=0.432 L_misspelling=0.425 total=3.008 2026-04-04 10:31:15,534 INFO per-gen rewards: chatgpt=0.158 cohere=0.158 cohere-c=0.157 gpt2=0.158 gpt3=0.156 gpt4=0.161 llama-ch=0.159 mistral=0.161 mistral-=0.158 mpt=0.157 mpt-chat=0.158 2026-04-04 11:24:33,093 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 11:24:33,093 INFO │ MACRO_AVG 0.9933 ◄ 2026-04-04 11:24:33,093 INFO │ chatgpt 0.9989 2026-04-04 11:24:33,093 INFO │ cohere 0.9836 2026-04-04 11:24:33,093 INFO │ cohere-chat 0.9915 2026-04-04 11:24:33,093 INFO │ gpt2 0.9916 2026-04-04 11:24:33,093 INFO │ gpt3 0.9982 2026-04-04 11:24:33,093 INFO │ gpt4 0.9993 2026-04-04 11:24:33,094 INFO │ llama-chat 0.9987 2026-04-04 11:24:33,094 INFO │ mistral 0.9878 2026-04-04 11:24:33,094 INFO │ mistral-chat 0.9992 2026-04-04 11:24:33,094 INFO │ mpt 0.9792 2026-04-04 11:24:33,094 INFO │ mpt-chat 0.9986 2026-04-04 11:24:33,094 INFO │ (prev best) 0.9927 2026-04-04 11:24:33,094 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 11:24:33,094 INFO │ article_deletion 0.9995 ~ 2026-04-04 11:24:33,094 INFO │ homoglyphs 0.9998 ~ 2026-04-04 11:24:33,094 INFO │ misspelling 0.9998 ~ 2026-04-04 11:24:33,094 INFO │ no_attack 0.9986 ~ 2026-04-04 11:24:33,094 INFO │ synonym_replacement 0.9995 ~ 2026-04-04 11:24:33,094 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 11:24:33,094 INFO └─────────────────────────────────────────────┘ 2026-04-04 11:24:37,947 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-04 11:24:40,100 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-04 11:24:40,100 INFO ✓ New best macro AUROC = 0.9933 — saved. 2026-04-04 11:24:40,100 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-04 11:24:40,290 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-04 11:24:40,411 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-04 11:24:40,412 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-04 11:24:40,530 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-04 11:24:40,531 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-04 11:24:40,532 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-04 11:24:40,646 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 11:24:41,792 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 11:24:41,948 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 11:24:42,080 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 11:24:42,199 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 11:25:32,496 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 11:25:32,699 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 11:25:33,482 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 11:25:33,623 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 11:25:34,330 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 11:25:34,469 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 11:25:35,984 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 11:25:35,984 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-04 11:25:35,984 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-04 11:25:36,093 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 11:25:36,726 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 11:25:36,991 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-04 11:25:37,108 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 11:25:37,221 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 11:25:43,564 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-04 11:25:43,565 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-04 11:25:43,565 INFO ── Hub push complete ── 2026-04-04 11:25:56,898 INFO [Step 111/200] det=skip para=0.0000 raw_rwd=0.1398±0.0067 rwd=0.1398 2026-04-04 11:25:56,898 INFO per-gen rewards: chatgpt=0.137 cohere=0.140 cohere-c=0.132 gpt2=0.141 gpt3=0.139 gpt4=0.149 llama-ch=0.141 mistral=0.142 mistral-=0.139 mpt=0.141 mpt-chat=0.139 2026-04-04 11:26:29,820 INFO [Step 112/200] det=3.0501 para=-0.0000 raw_rwd=0.1402±0.0072 rwd=0.1402 2026-04-04 11:26:29,820 INFO loss components: L_human=0.457 L_xm_original=0.428 L_t5_para=0.425 L_synonym_replacement=0.428 L_homoglyphs=0.429 L_article_deletion=0.443 L_misspelling=0.432 total=3.042 2026-04-04 11:26:29,820 INFO per-gen rewards: chatgpt=0.140 cohere=0.136 cohere-c=0.141 gpt2=0.144 gpt3=0.143 gpt4=0.138 llama-ch=0.142 mistral=0.140 mistral-=0.138 mpt=0.137 mpt-chat=0.141 2026-04-04 11:26:43,041 INFO [Step 113/200] det=skip para=0.0076 raw_rwd=0.1324±0.0066 rwd=0.1324 2026-04-04 11:26:43,041 INFO per-gen rewards: chatgpt=0.136 cohere=0.130 cohere-c=0.132 gpt2=0.131 gpt3=0.136 gpt4=0.133 llama-ch=0.132 mistral=0.132 mistral-=0.131 mpt=0.134 mpt-chat=0.131 2026-04-04 11:27:15,574 INFO [Step 114/200] det=3.0558 para=0.0087 raw_rwd=0.1331±0.0072 rwd=0.1331 2026-04-04 11:27:15,574 INFO loss components: L_human=0.431 L_xm_original=0.431 L_t5_para=0.433 L_synonym_replacement=0.428 L_homoglyphs=0.425 L_article_deletion=0.426 L_misspelling=0.427 total=3.000 2026-04-04 11:27:15,574 INFO per-gen rewards: chatgpt=0.127 cohere=0.134 cohere-c=0.138 gpt2=0.134 gpt3=0.135 gpt4=0.135 llama-ch=0.136 mistral=0.132 mistral-=0.132 mpt=0.132 mpt-chat=0.131 2026-04-04 11:27:28,626 INFO [Step 115/200] det=skip para=-0.0000 raw_rwd=0.1642±0.0104 rwd=0.1642 2026-04-04 11:27:28,626 INFO per-gen rewards: chatgpt=0.153 cohere=0.157 cohere-c=0.179 gpt2=0.161 gpt3=0.170 gpt4=0.166 llama-ch=0.166 mistral=0.167 mistral-=0.162 mpt=0.165 mpt-chat=0.164 2026-04-04 12:20:52,794 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 12:20:52,795 INFO │ MACRO_AVG 0.9936 ◄ 2026-04-04 12:20:52,795 INFO │ chatgpt 0.9993 2026-04-04 12:20:52,795 INFO │ cohere 0.9829 2026-04-04 12:20:52,795 INFO │ cohere-chat 0.9924 2026-04-04 12:20:52,795 INFO │ gpt2 0.9916 2026-04-04 12:20:52,795 INFO │ gpt3 0.9984 2026-04-04 12:20:52,795 INFO │ gpt4 0.9997 2026-04-04 12:20:52,795 INFO │ llama-chat 0.9989 2026-04-04 12:20:52,795 INFO │ mistral 0.9881 2026-04-04 12:20:52,795 INFO │ mistral-chat 0.9995 2026-04-04 12:20:52,795 INFO │ mpt 0.9803 2026-04-04 12:20:52,795 INFO │ mpt-chat 0.9988 2026-04-04 12:20:52,795 INFO │ (prev best) 0.9933 2026-04-04 12:20:52,795 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 12:20:52,795 INFO │ article_deletion 0.9997 ~ 2026-04-04 12:20:52,795 INFO │ homoglyphs 0.9991 ~ 2026-04-04 12:20:52,795 INFO │ misspelling 0.9997 ~ 2026-04-04 12:20:52,795 INFO │ no_attack 0.9986 ~ 2026-04-04 12:20:52,795 INFO │ synonym_replacement 0.9997 ~ 2026-04-04 12:20:52,795 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 12:20:52,795 INFO └─────────────────────────────────────────────┘ 2026-04-04 12:20:57,579 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-04 12:20:59,728 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-04 12:20:59,728 INFO ✓ New best macro AUROC = 0.9936 — saved. 2026-04-04 12:20:59,728 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-04 12:20:59,959 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-04 12:21:00,083 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-04 12:21:00,085 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-04 12:21:00,203 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-04 12:21:00,204 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-04 12:21:00,205 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-04 12:21:00,316 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 12:21:01,438 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 12:21:01,598 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 12:21:01,729 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 12:21:01,844 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 12:21:50,689 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 12:21:50,824 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 12:21:51,713 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 12:21:51,950 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 12:21:52,952 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 12:21:53,092 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 12:21:54,965 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 12:21:54,965 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-04 12:21:54,965 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-04 12:21:55,076 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 12:21:55,712 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 12:21:55,899 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-04 12:21:56,033 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 12:21:56,148 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 12:22:03,055 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-04 12:22:03,056 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-04 12:22:03,056 INFO ── Hub push complete ── 2026-04-04 12:22:35,997 INFO [Step 116/200] det=3.0626 para=0.0000 raw_rwd=0.1635±0.0105 rwd=0.1635 2026-04-04 12:22:35,998 INFO loss components: L_human=0.433 L_xm_original=0.545 L_t5_para=0.424 L_synonym_replacement=0.430 L_homoglyphs=0.425 L_article_deletion=0.451 L_misspelling=0.493 total=3.203 2026-04-04 12:22:35,998 INFO per-gen rewards: chatgpt=0.162 cohere=0.160 cohere-c=0.166 gpt2=0.161 gpt3=0.161 gpt4=0.162 llama-ch=0.168 mistral=0.167 mistral-=0.159 mpt=0.167 mpt-chat=0.162 2026-04-04 12:22:49,032 INFO [Step 117/200] det=skip para=0.0000 raw_rwd=0.1348±0.0047 rwd=0.1348 2026-04-04 12:22:49,032 INFO per-gen rewards: chatgpt=0.136 cohere=0.137 cohere-c=0.134 gpt2=0.136 gpt3=0.135 gpt4=0.133 llama-ch=0.135 mistral=0.132 mistral-=0.135 mpt=0.135 mpt-chat=0.135 2026-04-04 12:23:22,331 INFO [Step 118/200] det=3.0786 para=-0.0000 raw_rwd=0.1332±0.0046 rwd=0.1332 2026-04-04 12:23:22,331 INFO loss components: L_human=0.431 L_xm_original=0.433 L_t5_para=0.424 L_synonym_replacement=0.425 L_homoglyphs=0.425 L_article_deletion=0.433 L_misspelling=0.426 total=2.996 2026-04-04 12:23:22,331 INFO per-gen rewards: chatgpt=0.131 cohere=0.130 cohere-c=0.131 gpt2=0.134 gpt3=0.131 gpt4=0.137 llama-ch=0.132 mistral=0.136 mistral-=0.135 mpt=0.134 mpt-chat=0.133 2026-04-04 12:23:35,629 INFO [Step 119/200] det=skip para=0.0000 raw_rwd=0.1412±0.0046 rwd=0.1412 2026-04-04 12:23:35,629 INFO per-gen rewards: chatgpt=0.140 cohere=0.138 cohere-c=0.141 gpt2=0.141 gpt3=0.145 gpt4=0.143 llama-ch=0.143 mistral=0.142 mistral-=0.141 mpt=0.141 mpt-chat=0.139 2026-04-04 12:24:08,942 INFO [Step 120/200] det=3.0967 para=-0.0089 raw_rwd=0.1409±0.0049 rwd=0.1409 2026-04-04 12:24:08,942 INFO loss components: L_human=0.430 L_xm_original=0.427 L_t5_para=0.425 L_synonym_replacement=0.427 L_homoglyphs=0.424 L_article_deletion=0.424 L_misspelling=0.429 total=2.986 2026-04-04 12:24:08,942 INFO per-gen rewards: chatgpt=0.140 cohere=0.140 cohere-c=0.142 gpt2=0.142 gpt3=0.142 gpt4=0.143 llama-ch=0.140 mistral=0.139 mistral-=0.143 mpt=0.140 mpt-chat=0.141 2026-04-04 13:17:39,171 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 13:17:39,172 INFO │ MACRO_AVG 0.9934 ◄ 2026-04-04 13:17:39,172 INFO │ chatgpt 0.9987 2026-04-04 13:17:39,172 INFO │ cohere 0.9826 2026-04-04 13:17:39,172 INFO │ cohere-chat 0.9898 2026-04-04 13:17:39,172 INFO │ gpt2 0.9925 2026-04-04 13:17:39,172 INFO │ gpt3 0.9976 2026-04-04 13:17:39,172 INFO │ gpt4 0.9991 2026-04-04 13:17:39,172 INFO │ llama-chat 0.9987 2026-04-04 13:17:39,172 INFO │ mistral 0.9886 2026-04-04 13:17:39,172 INFO │ mistral-chat 0.9988 2026-04-04 13:17:39,172 INFO │ mpt 0.9822 2026-04-04 13:17:39,172 INFO │ mpt-chat 0.9985 2026-04-04 13:17:39,172 INFO │ (prev best) 0.9936 2026-04-04 13:17:39,172 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 13:17:39,172 INFO │ article_deletion 0.9988 ~ 2026-04-04 13:17:39,172 INFO │ homoglyphs 0.9991 ~ 2026-04-04 13:17:39,172 INFO │ misspelling 0.9982 ~ 2026-04-04 13:17:39,172 INFO │ no_attack 0.9986 ~ 2026-04-04 13:17:39,172 INFO │ synonym_replacement 0.9987 ~ 2026-04-04 13:17:39,172 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 13:17:39,172 INFO └─────────────────────────────────────────────┘ 2026-04-04 13:17:39,172 INFO No improvement (1/25) best=0.9936 2026-04-04 13:17:52,673 INFO [Step 121/200] det=skip para=0.0000 raw_rwd=0.1491±0.0050 rwd=0.1491 2026-04-04 13:17:52,674 INFO per-gen rewards: chatgpt=0.148 cohere=0.146 cohere-c=0.147 gpt2=0.150 gpt3=0.152 gpt4=0.145 llama-ch=0.150 mistral=0.148 mistral-=0.148 mpt=0.149 mpt-chat=0.153 2026-04-04 13:18:25,430 INFO [Step 122/200] det=3.1111 para=-0.0000 raw_rwd=0.1494±0.0042 rwd=0.1494 2026-04-04 13:18:25,430 INFO loss components: L_human=0.427 L_xm_original=0.430 L_t5_para=0.427 L_synonym_replacement=0.430 L_homoglyphs=0.425 L_article_deletion=0.425 L_misspelling=0.429 total=2.992 2026-04-04 13:18:25,430 INFO per-gen rewards: chatgpt=0.149 cohere=0.149 cohere-c=0.153 gpt2=0.150 gpt3=0.147 gpt4=0.149 llama-ch=0.148 mistral=0.151 mistral-=0.150 mpt=0.147 mpt-chat=0.150 2026-04-04 13:18:38,727 INFO [Step 123/200] det=skip para=0.0060 raw_rwd=0.1429±0.0042 rwd=0.1429 2026-04-04 13:18:38,727 INFO per-gen rewards: chatgpt=0.138 cohere=0.145 cohere-c=0.143 gpt2=0.143 gpt3=0.144 gpt4=0.143 llama-ch=0.143 mistral=0.146 mistral-=0.141 mpt=0.142 mpt-chat=0.142 2026-04-04 13:19:12,863 INFO [Step 124/200] det=3.0339 para=-0.0019 raw_rwd=0.1427±0.0045 rwd=0.1427 2026-04-04 13:19:12,863 INFO loss components: L_human=0.481 L_xm_original=0.465 L_t5_para=0.427 L_synonym_replacement=0.431 L_homoglyphs=0.426 L_article_deletion=0.425 L_misspelling=0.438 total=3.092 2026-04-04 13:19:12,863 INFO per-gen rewards: chatgpt=0.146 cohere=0.144 cohere-c=0.143 gpt2=0.140 gpt3=0.144 gpt4=0.135 llama-ch=0.145 mistral=0.142 mistral-=0.142 mpt=0.143 mpt-chat=0.144 2026-04-04 13:19:26,151 INFO [Step 125/200] det=skip para=-0.0029 raw_rwd=0.1550±0.0049 rwd=0.1550 2026-04-04 13:19:26,151 INFO per-gen rewards: chatgpt=0.154 cohere=0.157 cohere-c=0.153 gpt2=0.156 gpt3=0.154 gpt4=0.153 llama-ch=0.156 mistral=0.155 mistral-=0.155 mpt=0.152 mpt-chat=0.156 2026-04-04 14:12:46,309 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 14:12:46,310 INFO │ MACRO_AVG 0.9926 ◄ 2026-04-04 14:12:46,310 INFO │ chatgpt 0.9974 2026-04-04 14:12:46,310 INFO │ cohere 0.9808 2026-04-04 14:12:46,310 INFO │ cohere-chat 0.9890 2026-04-04 14:12:46,310 INFO │ gpt2 0.9925 2026-04-04 14:12:46,310 INFO │ gpt3 0.9965 2026-04-04 14:12:46,310 INFO │ gpt4 0.9981 2026-04-04 14:12:46,310 INFO │ llama-chat 0.9970 2026-04-04 14:12:46,310 INFO │ mistral 0.9881 2026-04-04 14:12:46,310 INFO │ mistral-chat 0.9976 2026-04-04 14:12:46,310 INFO │ mpt 0.9841 2026-04-04 14:12:46,310 INFO │ mpt-chat 0.9976 2026-04-04 14:12:46,310 INFO │ (prev best) 0.9936 2026-04-04 14:12:46,310 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 14:12:46,310 INFO │ article_deletion 0.9979 ~ 2026-04-04 14:12:46,310 INFO │ homoglyphs 0.9983 ~ 2026-04-04 14:12:46,310 INFO │ misspelling 0.9978 ~ 2026-04-04 14:12:46,310 INFO │ no_attack 0.9969 ~ 2026-04-04 14:12:46,310 INFO │ synonym_replacement 0.9976 ~ 2026-04-04 14:12:46,310 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 14:12:46,310 INFO └─────────────────────────────────────────────┘ 2026-04-04 14:12:46,310 INFO No improvement (2/25) best=0.9936 2026-04-04 14:13:20,000 INFO [Step 126/200] det=3.0607 para=0.0000 raw_rwd=0.1547±0.0049 rwd=0.1547 2026-04-04 14:13:20,000 INFO loss components: L_human=0.484 L_xm_original=0.425 L_t5_para=0.423 L_synonym_replacement=0.428 L_homoglyphs=0.427 L_article_deletion=0.426 L_misspelling=0.425 total=3.037 2026-04-04 14:13:20,000 INFO per-gen rewards: chatgpt=0.152 cohere=0.157 cohere-c=0.154 gpt2=0.154 gpt3=0.155 gpt4=0.156 llama-ch=0.157 mistral=0.153 mistral-=0.155 mpt=0.155 mpt-chat=0.154 2026-04-04 14:13:33,261 INFO [Step 127/200] det=skip para=0.0000 raw_rwd=0.1592±0.0047 rwd=0.1592 2026-04-04 14:13:33,261 INFO per-gen rewards: chatgpt=0.159 cohere=0.156 cohere-c=0.157 gpt2=0.161 gpt3=0.159 gpt4=0.158 llama-ch=0.161 mistral=0.158 mistral-=0.159 mpt=0.158 mpt-chat=0.162 2026-04-04 14:14:06,627 INFO [Step 128/200] det=3.0722 para=-0.0025 raw_rwd=0.1598±0.0049 rwd=0.1598 2026-04-04 14:14:06,627 INFO loss components: L_human=0.425 L_xm_original=0.434 L_t5_para=0.426 L_synonym_replacement=0.425 L_homoglyphs=0.427 L_article_deletion=0.433 L_misspelling=0.427 total=2.997 2026-04-04 14:14:06,627 INFO per-gen rewards: chatgpt=0.160 cohere=0.154 cohere-c=0.160 gpt2=0.159 gpt3=0.160 gpt4=0.163 llama-ch=0.163 mistral=0.160 mistral-=0.158 mpt=0.159 mpt-chat=0.160 2026-04-04 14:14:19,952 INFO [Step 129/200] det=skip para=-0.0000 raw_rwd=0.1485±0.0059 rwd=0.1485 2026-04-04 14:14:19,952 INFO per-gen rewards: chatgpt=0.151 cohere=0.145 cohere-c=0.149 gpt2=0.149 gpt3=0.150 gpt4=0.147 llama-ch=0.149 mistral=0.150 mistral-=0.150 mpt=0.146 mpt-chat=0.148 2026-04-04 14:14:52,995 INFO [Step 130/200] det=3.0254 para=-0.0000 raw_rwd=0.1479±0.0049 rwd=0.1479 2026-04-04 14:14:52,995 INFO loss components: L_human=0.427 L_xm_original=0.426 L_t5_para=0.424 L_synonym_replacement=0.426 L_homoglyphs=0.427 L_article_deletion=0.447 L_misspelling=0.442 total=3.018 2026-04-04 14:14:52,995 INFO per-gen rewards: chatgpt=0.149 cohere=0.145 cohere-c=0.144 gpt2=0.151 gpt3=0.148 gpt4=0.148 llama-ch=0.145 mistral=0.147 mistral-=0.150 mpt=0.148 mpt-chat=0.150 2026-04-04 15:08:17,469 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 15:08:17,470 INFO │ MACRO_AVG 0.9894 ◄ 2026-04-04 15:08:17,470 INFO │ chatgpt 0.9931 2026-04-04 15:08:17,470 INFO │ cohere 0.9824 2026-04-04 15:08:17,470 INFO │ cohere-chat 0.9892 2026-04-04 15:08:17,470 INFO │ gpt2 0.9886 2026-04-04 15:08:17,470 INFO │ gpt3 0.9932 2026-04-04 15:08:17,470 INFO │ gpt4 0.9944 2026-04-04 15:08:17,470 INFO │ llama-chat 0.9924 2026-04-04 15:08:17,470 INFO │ mistral 0.9852 2026-04-04 15:08:17,470 INFO │ mistral-chat 0.9935 2026-04-04 15:08:17,470 INFO │ mpt 0.9768 2026-04-04 15:08:17,470 INFO │ mpt-chat 0.9944 2026-04-04 15:08:17,470 INFO │ (prev best) 0.9936 2026-04-04 15:08:17,470 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 15:08:17,470 INFO │ article_deletion 0.9954 ~ 2026-04-04 15:08:17,470 INFO │ homoglyphs 0.9988 ~ 2026-04-04 15:08:17,470 INFO │ misspelling 0.9965 ~ 2026-04-04 15:08:17,470 INFO │ no_attack 0.9923 ~ 2026-04-04 15:08:17,470 INFO │ synonym_replacement 0.9946 ~ 2026-04-04 15:08:17,470 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 15:08:17,470 INFO └─────────────────────────────────────────────┘ 2026-04-04 15:08:17,470 INFO No improvement (3/25) best=0.9936 2026-04-04 15:08:31,016 INFO [Step 131/200] det=skip para=0.0000 raw_rwd=0.1436±0.0049 rwd=0.1436 2026-04-04 15:08:31,016 INFO per-gen rewards: chatgpt=0.148 cohere=0.147 cohere-c=0.143 gpt2=0.142 gpt3=0.141 gpt4=0.141 llama-ch=0.143 mistral=0.143 mistral-=0.146 mpt=0.140 mpt-chat=0.145 2026-04-04 15:09:04,695 INFO [Step 132/200] det=3.0473 para=0.0000 raw_rwd=0.1431±0.0053 rwd=0.1431 2026-04-04 15:09:04,695 INFO loss components: L_human=0.425 L_xm_original=0.471 L_t5_para=0.427 L_synonym_replacement=0.438 L_homoglyphs=0.426 L_article_deletion=0.430 L_misspelling=0.427 total=3.044 2026-04-04 15:09:04,695 INFO per-gen rewards: chatgpt=0.148 cohere=0.145 cohere-c=0.141 gpt2=0.141 gpt3=0.144 gpt4=0.148 llama-ch=0.140 mistral=0.144 mistral-=0.144 mpt=0.141 mpt-chat=0.143 2026-04-04 15:09:17,963 INFO [Step 133/200] det=skip para=0.0301 raw_rwd=0.1400±0.0058 rwd=0.1400 2026-04-04 15:09:17,963 INFO per-gen rewards: chatgpt=0.138 cohere=0.134 cohere-c=0.141 gpt2=0.142 gpt3=0.141 gpt4=0.141 llama-ch=0.138 mistral=0.144 mistral-=0.138 mpt=0.142 mpt-chat=0.139 2026-04-04 15:09:51,222 INFO [Step 134/200] det=3.0896 para=-0.0000 raw_rwd=0.1399±0.0041 rwd=0.1399 2026-04-04 15:09:51,222 INFO loss components: L_human=0.469 L_xm_original=0.430 L_t5_para=0.427 L_synonym_replacement=0.434 L_homoglyphs=0.428 L_article_deletion=0.437 L_misspelling=0.433 total=3.058 2026-04-04 15:09:51,222 INFO per-gen rewards: chatgpt=0.142 cohere=0.137 cohere-c=0.138 gpt2=0.140 gpt3=0.143 gpt4=0.142 llama-ch=0.140 mistral=0.140 mistral-=0.141 mpt=0.141 mpt-chat=0.137 2026-04-04 15:10:04,502 INFO [Step 135/200] det=skip para=0.0000 raw_rwd=0.1389±0.0034 rwd=0.1389 2026-04-04 15:10:04,503 INFO per-gen rewards: chatgpt=0.141 cohere=0.142 cohere-c=0.138 gpt2=0.138 gpt3=0.140 gpt4=0.139 llama-ch=0.139 mistral=0.139 mistral-=0.138 mpt=0.138 mpt-chat=0.138 2026-04-04 16:03:23,680 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 16:03:23,680 INFO │ MACRO_AVG 0.9906 ◄ 2026-04-04 16:03:23,680 INFO │ chatgpt 0.9945 2026-04-04 16:03:23,680 INFO │ cohere 0.9849 2026-04-04 16:03:23,680 INFO │ cohere-chat 0.9899 2026-04-04 16:03:23,680 INFO │ gpt2 0.9896 2026-04-04 16:03:23,680 INFO │ gpt3 0.9941 2026-04-04 16:03:23,680 INFO │ gpt4 0.9955 2026-04-04 16:03:23,681 INFO │ llama-chat 0.9937 2026-04-04 16:03:23,681 INFO │ mistral 0.9865 2026-04-04 16:03:23,681 INFO │ mistral-chat 0.9946 2026-04-04 16:03:23,681 INFO │ mpt 0.9776 2026-04-04 16:03:23,681 INFO │ mpt-chat 0.9955 2026-04-04 16:03:23,681 INFO │ (prev best) 0.9936 2026-04-04 16:03:23,681 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 16:03:23,681 INFO │ article_deletion 0.9964 ~ 2026-04-04 16:03:23,681 INFO │ homoglyphs 0.9995 ~ 2026-04-04 16:03:23,681 INFO │ misspelling 0.9963 ~ 2026-04-04 16:03:23,681 INFO │ no_attack 0.9936 ~ 2026-04-04 16:03:23,681 INFO │ synonym_replacement 0.9952 ~ 2026-04-04 16:03:23,681 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 16:03:23,681 INFO └─────────────────────────────────────────────┘ 2026-04-04 16:03:23,681 INFO No improvement (4/25) best=0.9936 2026-04-04 16:03:57,654 INFO [Step 136/200] det=3.0342 para=-0.0000 raw_rwd=0.1392±0.0047 rwd=0.1392 2026-04-04 16:03:57,654 INFO loss components: L_human=0.428 L_xm_original=0.426 L_t5_para=0.426 L_synonym_replacement=0.436 L_homoglyphs=0.424 L_article_deletion=0.426 L_misspelling=0.425 total=2.991 2026-04-04 16:03:57,654 INFO per-gen rewards: chatgpt=0.139 cohere=0.138 cohere-c=0.135 gpt2=0.139 gpt3=0.142 gpt4=0.139 llama-ch=0.136 mistral=0.139 mistral-=0.141 mpt=0.145 mpt-chat=0.139 2026-04-04 16:04:10,951 INFO [Step 137/200] det=skip para=-0.0000 raw_rwd=0.1479±0.0060 rwd=0.1479 2026-04-04 16:04:10,951 INFO per-gen rewards: chatgpt=0.151 cohere=0.142 cohere-c=0.148 gpt2=0.153 gpt3=0.147 gpt4=0.144 llama-ch=0.150 mistral=0.148 mistral-=0.148 mpt=0.144 mpt-chat=0.149 2026-04-04 16:04:43,767 INFO [Step 138/200] det=3.0527 para=-0.0000 raw_rwd=0.1470±0.0056 rwd=0.1470 2026-04-04 16:04:43,767 INFO loss components: L_human=0.435 L_xm_original=0.431 L_t5_para=0.428 L_synonym_replacement=0.426 L_homoglyphs=0.425 L_article_deletion=0.443 L_misspelling=0.427 total=3.015 2026-04-04 16:04:43,767 INFO per-gen rewards: chatgpt=0.144 cohere=0.156 cohere-c=0.145 gpt2=0.146 gpt3=0.149 gpt4=0.149 llama-ch=0.148 mistral=0.147 mistral-=0.144 mpt=0.145 mpt-chat=0.147 2026-04-04 16:04:56,983 INFO [Step 139/200] det=skip para=0.0000 raw_rwd=0.1493±0.0060 rwd=0.1493 2026-04-04 16:04:56,983 INFO per-gen rewards: chatgpt=0.147 cohere=0.147 cohere-c=0.146 gpt2=0.150 gpt3=0.145 gpt4=0.151 llama-ch=0.151 mistral=0.148 mistral-=0.149 mpt=0.153 mpt-chat=0.150 2026-04-04 16:05:30,530 INFO [Step 140/200] det=3.1151 para=-0.0000 raw_rwd=0.1509±0.0063 rwd=0.1509 2026-04-04 16:05:30,530 INFO loss components: L_human=0.523 L_xm_original=0.533 L_t5_para=0.425 L_synonym_replacement=0.425 L_homoglyphs=0.427 L_article_deletion=0.434 L_misspelling=0.458 total=3.225 2026-04-04 16:05:30,530 INFO per-gen rewards: chatgpt=0.154 cohere=0.154 cohere-c=0.156 gpt2=0.148 gpt3=0.144 gpt4=0.152 llama-ch=0.152 mistral=0.151 mistral-=0.151 mpt=0.148 mpt-chat=0.150 2026-04-04 16:58:53,565 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 16:58:53,566 INFO │ MACRO_AVG 0.9922 ◄ 2026-04-04 16:58:53,566 INFO │ chatgpt 0.9957 2026-04-04 16:58:53,566 INFO │ cohere 0.9824 2026-04-04 16:58:53,566 INFO │ cohere-chat 0.9901 2026-04-04 16:58:53,566 INFO │ gpt2 0.9932 2026-04-04 16:58:53,566 INFO │ gpt3 0.9954 2026-04-04 16:58:53,566 INFO │ gpt4 0.9959 2026-04-04 16:58:53,566 INFO │ llama-chat 0.9954 2026-04-04 16:58:53,567 INFO │ mistral 0.9889 2026-04-04 16:58:53,567 INFO │ mistral-chat 0.9962 2026-04-04 16:58:53,567 INFO │ mpt 0.9845 2026-04-04 16:58:53,567 INFO │ mpt-chat 0.9970 2026-04-04 16:58:53,567 INFO │ (prev best) 0.9936 2026-04-04 16:58:53,567 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 16:58:53,567 INFO │ article_deletion 0.9989 ~ 2026-04-04 16:58:53,567 INFO │ homoglyphs 0.9992 ~ 2026-04-04 16:58:53,567 INFO │ misspelling 0.9994 ~ 2026-04-04 16:58:53,567 INFO │ no_attack 0.9952 ~ 2026-04-04 16:58:53,567 INFO │ synonym_replacement 0.9989 ~ 2026-04-04 16:58:53,567 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 16:58:53,567 INFO └─────────────────────────────────────────────┘ 2026-04-04 16:58:53,567 INFO No improvement (5/25) best=0.9936 2026-04-04 16:59:07,110 INFO [Step 141/200] det=skip para=0.0632 raw_rwd=0.1474±0.0117 rwd=0.1474 2026-04-04 16:59:07,111 INFO per-gen rewards: chatgpt=0.146 cohere=0.146 cohere-c=0.147 gpt2=0.147 gpt3=0.143 gpt4=0.149 llama-ch=0.143 mistral=0.157 mistral-=0.146 mpt=0.148 mpt-chat=0.147 2026-04-04 16:59:40,049 INFO [Step 142/200] det=3.0274 para=-0.0000 raw_rwd=0.1465±0.0056 rwd=0.1465 2026-04-04 16:59:40,050 INFO loss components: L_human=0.429 L_xm_original=0.439 L_t5_para=0.426 L_synonym_replacement=0.427 L_homoglyphs=0.425 L_article_deletion=0.433 L_misspelling=0.426 total=3.005 2026-04-04 16:59:40,050 INFO per-gen rewards: chatgpt=0.142 cohere=0.144 cohere-c=0.142 gpt2=0.149 gpt3=0.148 gpt4=0.145 llama-ch=0.147 mistral=0.148 mistral-=0.147 mpt=0.148 mpt-chat=0.145 2026-04-04 16:59:53,249 INFO [Step 143/200] det=skip para=0.0000 raw_rwd=0.1426±0.0048 rwd=0.1426 2026-04-04 16:59:53,250 INFO per-gen rewards: chatgpt=0.142 cohere=0.142 cohere-c=0.144 gpt2=0.144 gpt3=0.141 gpt4=0.143 llama-ch=0.143 mistral=0.145 mistral-=0.140 mpt=0.144 mpt-chat=0.142 2026-04-04 17:00:26,679 INFO [Step 144/200] det=3.0791 para=-0.0041 raw_rwd=0.1431±0.0046 rwd=0.1431 2026-04-04 17:00:26,679 INFO loss components: L_human=0.436 L_xm_original=0.744 L_t5_para=0.425 L_synonym_replacement=0.426 L_homoglyphs=0.429 L_article_deletion=0.439 L_misspelling=0.427 total=3.325 2026-04-04 17:00:26,679 INFO per-gen rewards: chatgpt=0.140 cohere=0.143 cohere-c=0.139 gpt2=0.145 gpt3=0.140 gpt4=0.145 llama-ch=0.146 mistral=0.143 mistral-=0.142 mpt=0.144 mpt-chat=0.143 2026-04-04 17:00:40,047 INFO [Step 145/200] det=skip para=-0.0000 raw_rwd=0.1596±0.0047 rwd=0.1596 2026-04-04 17:00:40,047 INFO per-gen rewards: chatgpt=0.162 cohere=0.159 cohere-c=0.162 gpt2=0.158 gpt3=0.158 gpt4=0.157 llama-ch=0.158 mistral=0.158 mistral-=0.160 mpt=0.161 mpt-chat=0.162 2026-04-04 17:54:01,116 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 17:54:01,116 INFO │ MACRO_AVG 0.9941 ◄ 2026-04-04 17:54:01,116 INFO │ chatgpt 0.9989 2026-04-04 17:54:01,116 INFO │ cohere 0.9798 2026-04-04 17:54:01,117 INFO │ cohere-chat 0.9906 2026-04-04 17:54:01,117 INFO │ gpt2 0.9947 2026-04-04 17:54:01,117 INFO │ gpt3 0.9976 2026-04-04 17:54:01,117 INFO │ gpt4 0.9993 2026-04-04 17:54:01,117 INFO │ llama-chat 0.9994 2026-04-04 17:54:01,117 INFO │ mistral 0.9905 2026-04-04 17:54:01,117 INFO │ mistral-chat 0.9994 2026-04-04 17:54:01,117 INFO │ mpt 0.9860 2026-04-04 17:54:01,117 INFO │ mpt-chat 0.9992 2026-04-04 17:54:01,117 INFO │ (prev best) 0.9936 2026-04-04 17:54:01,117 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 17:54:01,117 INFO │ article_deletion 0.9998 ~ 2026-04-04 17:54:01,117 INFO │ homoglyphs 1.0000 ~ 2026-04-04 17:54:01,117 INFO │ misspelling 0.9999 ~ 2026-04-04 17:54:01,117 INFO │ no_attack 0.9994 ~ 2026-04-04 17:54:01,117 INFO │ synonym_replacement 0.9999 ~ 2026-04-04 17:54:01,117 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 17:54:01,117 INFO └─────────────────────────────────────────────┘ 2026-04-04 17:54:05,902 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-04 17:54:08,046 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-04 17:54:08,046 INFO ✓ New best macro AUROC = 0.9941 — saved. 2026-04-04 17:54:08,046 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-04 17:54:08,265 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-04 17:54:08,384 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-04 17:54:08,386 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-04 17:54:08,503 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-04 17:54:08,504 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-04 17:54:08,505 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-04 17:54:08,614 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 17:54:09,744 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 17:54:09,926 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 17:54:10,062 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 17:54:10,180 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 17:54:57,255 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 17:54:57,397 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 17:54:58,324 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 17:54:58,467 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 17:54:59,320 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 17:54:59,460 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 17:55:01,198 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 17:55:01,199 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-04 17:55:01,199 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-04 17:55:01,312 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 17:55:01,975 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 17:55:02,141 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-04 17:55:02,333 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 17:55:02,449 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 17:55:08,465 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-04 17:55:08,466 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-04 17:55:08,466 INFO ── Hub push complete ── 2026-04-04 17:55:42,050 INFO [Step 146/200] det=3.0873 para=0.0000 raw_rwd=0.1591±0.0044 rwd=0.1591 2026-04-04 17:55:42,050 INFO loss components: L_human=0.434 L_xm_original=0.448 L_t5_para=0.426 L_synonym_replacement=0.425 L_homoglyphs=0.429 L_article_deletion=0.435 L_misspelling=0.427 total=3.023 2026-04-04 17:55:42,050 INFO per-gen rewards: chatgpt=0.157 cohere=0.154 cohere-c=0.156 gpt2=0.159 gpt3=0.159 gpt4=0.159 llama-ch=0.160 mistral=0.160 mistral-=0.160 mpt=0.161 mpt-chat=0.160 2026-04-04 17:55:55,276 INFO [Step 147/200] det=skip para=0.0000 raw_rwd=0.1526±0.0042 rwd=0.1526 2026-04-04 17:55:55,276 INFO per-gen rewards: chatgpt=0.154 cohere=0.157 cohere-c=0.150 gpt2=0.151 gpt3=0.152 gpt4=0.152 llama-ch=0.156 mistral=0.154 mistral-=0.152 mpt=0.148 mpt-chat=0.153 2026-04-04 17:56:28,868 INFO [Step 148/200] det=3.0809 para=0.0000 raw_rwd=0.1528±0.0036 rwd=0.1528 2026-04-04 17:56:28,868 INFO loss components: L_human=0.605 L_xm_original=0.426 L_t5_para=0.425 L_synonym_replacement=0.427 L_homoglyphs=0.428 L_article_deletion=0.426 L_misspelling=0.427 total=3.164 2026-04-04 17:56:28,868 INFO per-gen rewards: chatgpt=0.158 cohere=0.155 cohere-c=0.154 gpt2=0.152 gpt3=0.155 gpt4=0.154 llama-ch=0.152 mistral=0.153 mistral-=0.152 mpt=0.150 mpt-chat=0.152 2026-04-04 17:56:41,863 INFO [Step 149/200] det=skip para=-0.0000 raw_rwd=0.1476±0.0048 rwd=0.1476 2026-04-04 17:56:41,863 INFO per-gen rewards: chatgpt=0.149 cohere=0.144 cohere-c=0.151 gpt2=0.147 gpt3=0.153 gpt4=0.146 llama-ch=0.147 mistral=0.147 mistral-=0.149 mpt=0.147 mpt-chat=0.146 2026-04-04 17:57:15,007 INFO [Step 150/200] det=3.0246 para=0.0000 raw_rwd=0.1474±0.0051 rwd=0.1474 2026-04-04 17:57:15,008 INFO loss components: L_human=0.431 L_xm_original=0.427 L_t5_para=0.427 L_synonym_replacement=0.425 L_homoglyphs=0.427 L_article_deletion=0.425 L_misspelling=0.425 total=2.987 2026-04-04 17:57:15,008 INFO per-gen rewards: chatgpt=0.149 cohere=0.147 cohere-c=0.144 gpt2=0.145 gpt3=0.149 gpt4=0.145 llama-ch=0.150 mistral=0.148 mistral-=0.146 mpt=0.148 mpt-chat=0.148 2026-04-04 18:50:35,472 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 18:50:35,473 INFO │ MACRO_AVG 0.9946 ◄ 2026-04-04 18:50:35,473 INFO │ chatgpt 0.9993 2026-04-04 18:50:35,473 INFO │ cohere 0.9829 2026-04-04 18:50:35,473 INFO │ cohere-chat 0.9924 2026-04-04 18:50:35,473 INFO │ gpt2 0.9943 2026-04-04 18:50:35,473 INFO │ gpt3 0.9983 2026-04-04 18:50:35,473 INFO │ gpt4 0.9998 2026-04-04 18:50:35,473 INFO │ llama-chat 0.9998 2026-04-04 18:50:35,473 INFO │ mistral 0.9904 2026-04-04 18:50:35,473 INFO │ mistral-chat 0.9997 2026-04-04 18:50:35,473 INFO │ mpt 0.9845 2026-04-04 18:50:35,473 INFO │ mpt-chat 0.9993 2026-04-04 18:50:35,473 INFO │ (prev best) 0.9941 2026-04-04 18:50:35,473 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 18:50:35,473 INFO │ article_deletion 0.9994 ~ 2026-04-04 18:50:35,473 INFO │ homoglyphs 1.0000 ~ 2026-04-04 18:50:35,473 INFO │ misspelling 0.9998 ~ 2026-04-04 18:50:35,473 INFO │ no_attack 0.9997 ~ 2026-04-04 18:50:35,473 INFO │ synonym_replacement 0.9996 ~ 2026-04-04 18:50:35,473 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 18:50:35,473 INFO └─────────────────────────────────────────────┘ 2026-04-04 18:50:40,397 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-04 18:50:42,534 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-04 18:50:42,534 INFO ✓ New best macro AUROC = 0.9946 — saved. 2026-04-04 18:50:42,534 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-04 18:50:42,758 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-04 18:50:42,880 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-04 18:50:42,882 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-04 18:50:43,003 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-04 18:50:43,004 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-04 18:50:43,005 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-04 18:50:43,119 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 18:50:44,242 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 18:50:44,390 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 18:50:44,527 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 18:50:44,649 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 18:51:33,409 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 18:51:33,546 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 18:51:34,457 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 18:51:34,597 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 18:51:35,596 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 18:51:35,737 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 18:51:37,446 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 18:51:37,447 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-04 18:51:37,447 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-04 18:51:37,557 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 18:51:38,192 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 18:51:38,433 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-04 18:51:38,552 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 18:51:38,663 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 18:51:44,645 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-04 18:51:44,646 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-04 18:51:44,646 INFO ── Hub push complete ── 2026-04-04 18:51:58,267 INFO [Step 151/200] det=skip para=-0.0000 raw_rwd=0.1545±0.0039 rwd=0.1545 2026-04-04 18:51:58,268 INFO per-gen rewards: chatgpt=0.153 cohere=0.157 cohere-c=0.157 gpt2=0.156 gpt3=0.154 gpt4=0.155 llama-ch=0.152 mistral=0.152 mistral-=0.155 mpt=0.155 mpt-chat=0.155 2026-04-04 18:52:31,038 INFO [Step 152/200] det=3.0614 para=-0.0000 raw_rwd=0.1543±0.0038 rwd=0.1543 2026-04-04 18:52:31,039 INFO loss components: L_human=0.430 L_xm_original=0.427 L_t5_para=0.433 L_synonym_replacement=0.428 L_homoglyphs=0.425 L_article_deletion=0.461 L_misspelling=0.428 total=3.032 2026-04-04 18:52:31,039 INFO per-gen rewards: chatgpt=0.155 cohere=0.155 cohere-c=0.155 gpt2=0.152 gpt3=0.153 gpt4=0.156 llama-ch=0.153 mistral=0.159 mistral-=0.153 mpt=0.155 mpt-chat=0.154 2026-04-04 18:52:44,409 INFO [Step 153/200] det=skip para=0.0681 raw_rwd=0.1190±0.0116 rwd=0.1190 2026-04-04 18:52:44,409 INFO per-gen rewards: chatgpt=0.121 cohere=0.113 cohere-c=0.116 gpt2=0.116 gpt3=0.117 gpt4=0.120 llama-ch=0.120 mistral=0.117 mistral-=0.116 mpt=0.121 mpt-chat=0.129 2026-04-04 18:53:17,885 INFO [Step 154/200] det=3.0717 para=0.0000 raw_rwd=0.1192±0.0038 rwd=0.1192 2026-04-04 18:53:17,885 INFO loss components: L_human=0.436 L_xm_original=0.432 L_t5_para=0.433 L_synonym_replacement=0.429 L_homoglyphs=0.427 L_article_deletion=0.428 L_misspelling=0.428 total=3.012 2026-04-04 18:53:17,885 INFO per-gen rewards: chatgpt=0.119 cohere=0.117 cohere-c=0.119 gpt2=0.119 gpt3=0.119 gpt4=0.122 llama-ch=0.119 mistral=0.116 mistral-=0.120 mpt=0.123 mpt-chat=0.119 2026-04-04 18:53:31,275 INFO [Step 155/200] det=skip para=-0.0000 raw_rwd=0.1232±0.0043 rwd=0.1232 2026-04-04 18:53:31,276 INFO per-gen rewards: chatgpt=0.125 cohere=0.124 cohere-c=0.120 gpt2=0.122 gpt3=0.123 gpt4=0.122 llama-ch=0.123 mistral=0.125 mistral-=0.121 mpt=0.126 mpt-chat=0.123 2026-04-04 19:46:51,421 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 19:46:51,421 INFO │ MACRO_AVG 0.9951 ◄ 2026-04-04 19:46:51,422 INFO │ chatgpt 0.9991 2026-04-04 19:46:51,422 INFO │ cohere 0.9852 2026-04-04 19:46:51,422 INFO │ cohere-chat 0.9934 2026-04-04 19:46:51,422 INFO │ gpt2 0.9954 2026-04-04 19:46:51,422 INFO │ gpt3 0.9982 2026-04-04 19:46:51,422 INFO │ gpt4 0.9995 2026-04-04 19:46:51,422 INFO │ llama-chat 0.9994 2026-04-04 19:46:51,422 INFO │ mistral 0.9913 2026-04-04 19:46:51,422 INFO │ mistral-chat 0.9994 2026-04-04 19:46:51,422 INFO │ mpt 0.9865 2026-04-04 19:46:51,422 INFO │ mpt-chat 0.9991 2026-04-04 19:46:51,422 INFO │ (prev best) 0.9946 2026-04-04 19:46:51,422 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 19:46:51,422 INFO │ article_deletion 0.9993 ~ 2026-04-04 19:46:51,422 INFO │ homoglyphs 0.9994 ~ 2026-04-04 19:46:51,422 INFO │ misspelling 0.9996 ~ 2026-04-04 19:46:51,422 INFO │ no_attack 0.9994 ~ 2026-04-04 19:46:51,422 INFO │ synonym_replacement 0.9990 ~ 2026-04-04 19:46:51,422 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 19:46:51,422 INFO └─────────────────────────────────────────────┘ 2026-04-04 19:46:56,288 INFO Detector saved → ./radar_multievasion/best_detector 2026-04-04 19:46:58,411 INFO Paraphraser saved → ./radar_multievasion/best_paraphraser 2026-04-04 19:46:58,411 INFO ✓ New best macro AUROC = 0.9951 — saved. 2026-04-04 19:46:58,411 INFO ── Pushing to HuggingFace Hub (trigger=best) ── 2026-04-04 19:46:58,603 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-04 19:46:58,728 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-04 19:46:58,730 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-04 19:46:58,847 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-04 19:46:58,848 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-04 19:46:58,848 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-04 19:46:59,338 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 19:47:00,463 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 19:47:00,642 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 19:47:00,774 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 19:47:00,888 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 19:47:52,818 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 19:47:53,043 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 19:47:53,940 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 19:47:54,076 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 19:47:54,892 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 19:47:55,144 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-04 19:47:56,716 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-04 19:47:56,717 INFO ✓ Detector pushed → https://huggingface.co/Shushant/ADAL_AI_Detector 2026-04-04 19:47:56,717 INFO Uploading paraphraser → Shushant/ADAL_Paraphrasher … 2026-04-04 19:47:56,826 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 19:47:57,458 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-04 19:47:57,605 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/preupload/main "HTTP/1.1 200 OK" 2026-04-04 19:47:57,727 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_Paraphrasher.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-04 19:47:57,839 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-04 19:48:04,206 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher/commit/main "HTTP/1.1 200 OK" 2026-04-04 19:48:04,206 INFO ✓ Paraphraser pushed → https://huggingface.co/Shushant/ADAL_Paraphrasher 2026-04-04 19:48:04,207 INFO ── Hub push complete ── 2026-04-04 19:48:17,615 INFO ⚠ AUROC=0.9951 > threshold=0.995 → freezing detector for 3 steps 2026-04-04 19:48:17,615 INFO [Step 156/200] det=skip para=0.0033 raw_rwd=0.1223±0.0035 rwd=0.1223 2026-04-04 19:48:17,615 INFO per-gen rewards: chatgpt=0.122 cohere=0.124 cohere-c=0.122 gpt2=0.124 gpt3=0.120 gpt4=0.121 llama-ch=0.123 mistral=0.124 mistral-=0.121 mpt=0.121 mpt-chat=0.121 2026-04-04 19:48:30,947 INFO [Step 157/200] det=skip para=0.0074 raw_rwd=0.1236±0.0039 rwd=0.1236 2026-04-04 19:48:30,947 INFO per-gen rewards: chatgpt=0.123 cohere=0.124 cohere-c=0.125 gpt2=0.123 gpt3=0.126 gpt4=0.126 llama-ch=0.122 mistral=0.125 mistral-=0.122 mpt=0.122 mpt-chat=0.125 2026-04-04 19:48:44,317 INFO [Step 158/200] det=skip para=0.0000 raw_rwd=0.1239±0.0038 rwd=0.1239 2026-04-04 19:48:44,318 INFO per-gen rewards: chatgpt=0.122 cohere=0.126 cohere-c=0.124 gpt2=0.123 gpt3=0.121 gpt4=0.127 llama-ch=0.124 mistral=0.124 mistral-=0.124 mpt=0.125 mpt-chat=0.122 2026-04-04 19:48:57,735 INFO ⚠ AUROC=0.9951 > threshold=0.995 → freezing detector for 3 steps 2026-04-04 19:48:57,735 INFO [Step 159/200] det=skip para=-0.0000 raw_rwd=0.1222±0.0042 rwd=0.1222 2026-04-04 19:48:57,735 INFO per-gen rewards: chatgpt=0.120 cohere=0.122 cohere-c=0.128 gpt2=0.124 gpt3=0.119 gpt4=0.123 llama-ch=0.122 mistral=0.120 mistral-=0.123 mpt=0.122 mpt-chat=0.124 2026-04-04 19:49:11,094 INFO [Step 160/200] det=skip para=0.0000 raw_rwd=0.1230±0.0037 rwd=0.1230 2026-04-04 19:49:11,094 INFO per-gen rewards: chatgpt=0.124 cohere=0.120 cohere-c=0.122 gpt2=0.123 gpt3=0.122 gpt4=0.121 llama-ch=0.124 mistral=0.121 mistral-=0.124 mpt=0.124 mpt-chat=0.125 2026-04-04 20:42:35,586 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 20:42:35,587 INFO │ MACRO_AVG 0.9951 ◄ 2026-04-04 20:42:35,587 INFO │ chatgpt 0.9991 2026-04-04 20:42:35,587 INFO │ cohere 0.9852 2026-04-04 20:42:35,587 INFO │ cohere-chat 0.9934 2026-04-04 20:42:35,587 INFO │ gpt2 0.9954 2026-04-04 20:42:35,587 INFO │ gpt3 0.9982 2026-04-04 20:42:35,587 INFO │ gpt4 0.9995 2026-04-04 20:42:35,587 INFO │ llama-chat 0.9994 2026-04-04 20:42:35,587 INFO │ mistral 0.9913 2026-04-04 20:42:35,587 INFO │ mistral-chat 0.9994 2026-04-04 20:42:35,587 INFO │ mpt 0.9865 2026-04-04 20:42:35,587 INFO │ mpt-chat 0.9991 2026-04-04 20:42:35,587 INFO │ (prev best) 0.9951 2026-04-04 20:42:35,587 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 20:42:35,587 INFO │ article_deletion 0.9993 ~ 2026-04-04 20:42:35,587 INFO │ homoglyphs 0.9994 ~ 2026-04-04 20:42:35,587 INFO │ misspelling 0.9996 ~ 2026-04-04 20:42:35,587 INFO │ no_attack 0.9994 ~ 2026-04-04 20:42:35,587 INFO │ synonym_replacement 0.9990 ~ 2026-04-04 20:42:35,587 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 20:42:35,587 INFO └─────────────────────────────────────────────┘ 2026-04-04 20:42:35,587 INFO No improvement (1/25) best=0.9951 2026-04-04 20:42:49,194 INFO [Step 161/200] det=skip para=-0.0000 raw_rwd=0.1229±0.0041 rwd=0.1229 2026-04-04 20:42:49,194 INFO per-gen rewards: chatgpt=0.118 cohere=0.123 cohere-c=0.124 gpt2=0.125 gpt3=0.124 gpt4=0.124 llama-ch=0.123 mistral=0.120 mistral-=0.124 mpt=0.124 mpt-chat=0.122 2026-04-04 20:43:03,457 INFO ⚠ AUROC=0.9951 > threshold=0.995 → freezing detector for 3 steps 2026-04-04 20:43:03,457 INFO [Step 162/200] det=skip para=0.0000 raw_rwd=0.1228±0.0039 rwd=0.1228 2026-04-04 20:43:03,457 INFO per-gen rewards: chatgpt=0.121 cohere=0.121 cohere-c=0.121 gpt2=0.122 gpt3=0.124 gpt4=0.121 llama-ch=0.125 mistral=0.124 mistral-=0.122 mpt=0.122 mpt-chat=0.123 2026-04-04 20:43:16,821 INFO [Step 163/200] det=skip para=-0.0000 raw_rwd=0.1229±0.0043 rwd=0.1229 2026-04-04 20:43:16,821 INFO per-gen rewards: chatgpt=0.121 cohere=0.124 cohere-c=0.122 gpt2=0.121 gpt3=0.123 gpt4=0.120 llama-ch=0.122 mistral=0.124 mistral-=0.125 mpt=0.122 mpt-chat=0.124 2026-04-04 20:43:30,206 INFO [Step 164/200] det=skip para=0.0000 raw_rwd=0.1237±0.0032 rwd=0.1237 2026-04-04 20:43:30,206 INFO per-gen rewards: chatgpt=0.126 cohere=0.124 cohere-c=0.124 gpt2=0.122 gpt3=0.121 gpt4=0.122 llama-ch=0.123 mistral=0.125 mistral-=0.123 mpt=0.125 mpt-chat=0.125 2026-04-04 20:43:43,653 INFO ⚠ AUROC=0.9951 > threshold=0.995 → freezing detector for 3 steps 2026-04-04 20:43:43,653 INFO [Step 165/200] det=skip para=0.0000 raw_rwd=0.1230±0.0041 rwd=0.1230 2026-04-04 20:43:43,653 INFO per-gen rewards: chatgpt=0.120 cohere=0.126 cohere-c=0.121 gpt2=0.124 gpt3=0.126 gpt4=0.123 llama-ch=0.123 mistral=0.121 mistral-=0.121 mpt=0.126 mpt-chat=0.122 2026-04-04 21:37:07,034 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 21:37:07,034 INFO │ MACRO_AVG 0.9951 ◄ 2026-04-04 21:37:07,034 INFO │ chatgpt 0.9991 2026-04-04 21:37:07,034 INFO │ cohere 0.9852 2026-04-04 21:37:07,034 INFO │ cohere-chat 0.9934 2026-04-04 21:37:07,034 INFO │ gpt2 0.9954 2026-04-04 21:37:07,034 INFO │ gpt3 0.9982 2026-04-04 21:37:07,034 INFO │ gpt4 0.9995 2026-04-04 21:37:07,034 INFO │ llama-chat 0.9994 2026-04-04 21:37:07,034 INFO │ mistral 0.9913 2026-04-04 21:37:07,034 INFO │ mistral-chat 0.9994 2026-04-04 21:37:07,034 INFO │ mpt 0.9865 2026-04-04 21:37:07,034 INFO │ mpt-chat 0.9991 2026-04-04 21:37:07,035 INFO │ (prev best) 0.9951 2026-04-04 21:37:07,035 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 21:37:07,035 INFO │ article_deletion 0.9993 ~ 2026-04-04 21:37:07,035 INFO │ homoglyphs 0.9994 ~ 2026-04-04 21:37:07,035 INFO │ misspelling 0.9996 ~ 2026-04-04 21:37:07,035 INFO │ no_attack 0.9994 ~ 2026-04-04 21:37:07,035 INFO │ synonym_replacement 0.9990 ~ 2026-04-04 21:37:07,035 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 21:37:07,035 INFO └─────────────────────────────────────────────┘ 2026-04-04 21:37:07,035 INFO No improvement (2/25) best=0.9951 2026-04-04 21:37:20,516 INFO [Step 166/200] det=skip para=0.0000 raw_rwd=0.1228±0.0039 rwd=0.1228 2026-04-04 21:37:20,516 INFO per-gen rewards: chatgpt=0.123 cohere=0.123 cohere-c=0.123 gpt2=0.122 gpt3=0.122 gpt4=0.120 llama-ch=0.124 mistral=0.125 mistral-=0.121 mpt=0.124 mpt-chat=0.122 2026-04-04 21:37:33,705 INFO [Step 167/200] det=skip para=0.0000 raw_rwd=0.1231±0.0041 rwd=0.1231 2026-04-04 21:37:33,706 INFO per-gen rewards: chatgpt=0.122 cohere=0.125 cohere-c=0.125 gpt2=0.126 gpt3=0.124 gpt4=0.123 llama-ch=0.120 mistral=0.122 mistral-=0.123 mpt=0.121 mpt-chat=0.124 2026-04-04 21:37:46,985 INFO ⚠ AUROC=0.9951 > threshold=0.995 → freezing detector for 3 steps 2026-04-04 21:37:46,985 INFO [Step 168/200] det=skip para=0.0000 raw_rwd=0.1229±0.0036 rwd=0.1229 2026-04-04 21:37:46,985 INFO per-gen rewards: chatgpt=0.124 cohere=0.122 cohere-c=0.122 gpt2=0.124 gpt3=0.120 gpt4=0.125 llama-ch=0.122 mistral=0.123 mistral-=0.123 mpt=0.123 mpt-chat=0.124 2026-04-04 21:38:00,385 INFO [Step 169/200] det=skip para=0.0000 raw_rwd=0.1233±0.0040 rwd=0.1233 2026-04-04 21:38:00,385 INFO per-gen rewards: chatgpt=0.123 cohere=0.125 cohere-c=0.125 gpt2=0.122 gpt3=0.126 gpt4=0.123 llama-ch=0.122 mistral=0.125 mistral-=0.123 mpt=0.124 mpt-chat=0.122 2026-04-04 21:38:13,768 INFO [Step 170/200] det=skip para=-0.0000 raw_rwd=0.1223±0.0041 rwd=0.1223 2026-04-04 21:38:13,769 INFO per-gen rewards: chatgpt=0.119 cohere=0.122 cohere-c=0.124 gpt2=0.121 gpt3=0.126 gpt4=0.120 llama-ch=0.122 mistral=0.125 mistral-=0.123 mpt=0.123 mpt-chat=0.120 2026-04-04 22:31:35,886 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 22:31:35,887 INFO │ MACRO_AVG 0.9951 ◄ 2026-04-04 22:31:35,887 INFO │ chatgpt 0.9991 2026-04-04 22:31:35,887 INFO │ cohere 0.9852 2026-04-04 22:31:35,887 INFO │ cohere-chat 0.9934 2026-04-04 22:31:35,887 INFO │ gpt2 0.9954 2026-04-04 22:31:35,887 INFO │ gpt3 0.9982 2026-04-04 22:31:35,887 INFO │ gpt4 0.9995 2026-04-04 22:31:35,887 INFO │ llama-chat 0.9994 2026-04-04 22:31:35,887 INFO │ mistral 0.9913 2026-04-04 22:31:35,887 INFO │ mistral-chat 0.9994 2026-04-04 22:31:35,887 INFO │ mpt 0.9865 2026-04-04 22:31:35,887 INFO │ mpt-chat 0.9991 2026-04-04 22:31:35,887 INFO │ (prev best) 0.9951 2026-04-04 22:31:35,887 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 22:31:35,887 INFO │ article_deletion 0.9993 ~ 2026-04-04 22:31:35,887 INFO │ homoglyphs 0.9994 ~ 2026-04-04 22:31:35,887 INFO │ misspelling 0.9996 ~ 2026-04-04 22:31:35,887 INFO │ no_attack 0.9994 ~ 2026-04-04 22:31:35,887 INFO │ synonym_replacement 0.9990 ~ 2026-04-04 22:31:35,887 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 22:31:35,887 INFO └─────────────────────────────────────────────┘ 2026-04-04 22:31:35,887 INFO No improvement (3/25) best=0.9951 2026-04-04 22:31:49,460 INFO ⚠ AUROC=0.9951 > threshold=0.995 → freezing detector for 3 steps 2026-04-04 22:31:49,461 INFO [Step 171/200] det=skip para=-0.0000 raw_rwd=0.1222±0.0040 rwd=0.1222 2026-04-04 22:31:49,461 INFO per-gen rewards: chatgpt=0.120 cohere=0.122 cohere-c=0.122 gpt2=0.124 gpt3=0.123 gpt4=0.119 llama-ch=0.124 mistral=0.123 mistral-=0.121 mpt=0.121 mpt-chat=0.122 2026-04-04 22:32:02,869 INFO [Step 172/200] det=skip para=-0.0000 raw_rwd=0.1228±0.0046 rwd=0.1228 2026-04-04 22:32:02,869 INFO per-gen rewards: chatgpt=0.122 cohere=0.126 cohere-c=0.121 gpt2=0.123 gpt3=0.118 gpt4=0.127 llama-ch=0.126 mistral=0.121 mistral-=0.124 mpt=0.122 mpt-chat=0.122 2026-04-04 22:32:16,268 INFO [Step 173/200] det=skip para=-0.0000 raw_rwd=0.1232±0.0039 rwd=0.1232 2026-04-04 22:32:16,268 INFO per-gen rewards: chatgpt=0.121 cohere=0.125 cohere-c=0.124 gpt2=0.123 gpt3=0.123 gpt4=0.123 llama-ch=0.121 mistral=0.124 mistral-=0.126 mpt=0.124 mpt-chat=0.122 2026-04-04 22:32:29,726 INFO ⚠ AUROC=0.9951 > threshold=0.995 → freezing detector for 3 steps 2026-04-04 22:32:29,726 INFO [Step 174/200] det=skip para=0.0000 raw_rwd=0.1234±0.0052 rwd=0.1234 2026-04-04 22:32:29,726 INFO per-gen rewards: chatgpt=0.117 cohere=0.125 cohere-c=0.122 gpt2=0.122 gpt3=0.124 gpt4=0.124 llama-ch=0.125 mistral=0.125 mistral-=0.125 mpt=0.120 mpt-chat=0.126 2026-04-04 22:32:43,094 INFO [Step 175/200] det=skip para=0.0000 raw_rwd=0.1226±0.0037 rwd=0.1226 2026-04-04 22:32:43,094 INFO per-gen rewards: chatgpt=0.120 cohere=0.122 cohere-c=0.123 gpt2=0.123 gpt3=0.124 gpt4=0.123 llama-ch=0.123 mistral=0.122 mistral-=0.123 mpt=0.119 mpt-chat=0.126 2026-04-04 23:26:04,656 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-04 23:26:04,657 INFO │ MACRO_AVG 0.9951 ◄ 2026-04-04 23:26:04,657 INFO │ chatgpt 0.9991 2026-04-04 23:26:04,657 INFO │ cohere 0.9852 2026-04-04 23:26:04,657 INFO │ cohere-chat 0.9934 2026-04-04 23:26:04,657 INFO │ gpt2 0.9954 2026-04-04 23:26:04,657 INFO │ gpt3 0.9982 2026-04-04 23:26:04,657 INFO │ gpt4 0.9995 2026-04-04 23:26:04,657 INFO │ llama-chat 0.9994 2026-04-04 23:26:04,657 INFO │ mistral 0.9913 2026-04-04 23:26:04,657 INFO │ mistral-chat 0.9994 2026-04-04 23:26:04,657 INFO │ mpt 0.9865 2026-04-04 23:26:04,657 INFO │ mpt-chat 0.9991 2026-04-04 23:26:04,657 INFO │ (prev best) 0.9951 2026-04-04 23:26:04,657 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-04 23:26:04,657 INFO │ article_deletion 0.9993 ~ 2026-04-04 23:26:04,657 INFO │ homoglyphs 0.9994 ~ 2026-04-04 23:26:04,657 INFO │ misspelling 0.9996 ~ 2026-04-04 23:26:04,657 INFO │ no_attack 0.9994 ~ 2026-04-04 23:26:04,657 INFO │ synonym_replacement 0.9990 ~ 2026-04-04 23:26:04,657 INFO │ t5_paraphrase 1.0000 ~ 2026-04-04 23:26:04,657 INFO └─────────────────────────────────────────────┘ 2026-04-04 23:26:04,658 INFO No improvement (4/25) best=0.9951 2026-04-04 23:26:18,261 INFO [Step 176/200] det=skip para=0.0000 raw_rwd=0.1234±0.0040 rwd=0.1234 2026-04-04 23:26:18,262 INFO per-gen rewards: chatgpt=0.125 cohere=0.124 cohere-c=0.118 gpt2=0.123 gpt3=0.124 gpt4=0.121 llama-ch=0.125 mistral=0.123 mistral-=0.124 mpt=0.123 mpt-chat=0.125 2026-04-04 23:26:31,632 INFO ⚠ AUROC=0.9951 > threshold=0.995 → freezing detector for 3 steps 2026-04-04 23:26:31,632 INFO [Step 177/200] det=skip para=-0.0000 raw_rwd=0.1224±0.0037 rwd=0.1224 2026-04-04 23:26:31,632 INFO per-gen rewards: chatgpt=0.121 cohere=0.122 cohere-c=0.125 gpt2=0.124 gpt3=0.123 gpt4=0.121 llama-ch=0.121 mistral=0.123 mistral-=0.122 mpt=0.123 mpt-chat=0.122 2026-04-04 23:26:45,047 INFO [Step 178/200] det=skip para=-0.0000 raw_rwd=0.1226±0.0038 rwd=0.1226 2026-04-04 23:26:45,047 INFO per-gen rewards: chatgpt=0.120 cohere=0.122 cohere-c=0.122 gpt2=0.122 gpt3=0.122 gpt4=0.123 llama-ch=0.124 mistral=0.124 mistral-=0.121 mpt=0.125 mpt-chat=0.123 2026-04-04 23:26:58,376 INFO [Step 179/200] det=skip para=0.0000 raw_rwd=0.1234±0.0035 rwd=0.1234 2026-04-04 23:26:58,376 INFO per-gen rewards: chatgpt=0.121 cohere=0.128 cohere-c=0.124 gpt2=0.124 gpt3=0.120 gpt4=0.124 llama-ch=0.124 mistral=0.122 mistral-=0.122 mpt=0.124 mpt-chat=0.125 2026-04-04 23:27:11,720 INFO ⚠ AUROC=0.9951 > threshold=0.995 → freezing detector for 3 steps 2026-04-04 23:27:11,720 INFO [Step 180/200] det=skip para=0.0000 raw_rwd=0.1232±0.0036 rwd=0.1232 2026-04-04 23:27:11,720 INFO per-gen rewards: chatgpt=0.127 cohere=0.124 cohere-c=0.123 gpt2=0.124 gpt3=0.123 gpt4=0.120 llama-ch=0.123 mistral=0.122 mistral-=0.123 mpt=0.125 mpt-chat=0.121 2026-04-05 00:20:32,147 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-05 00:20:32,148 INFO │ MACRO_AVG 0.9951 ◄ 2026-04-05 00:20:32,148 INFO │ chatgpt 0.9991 2026-04-05 00:20:32,148 INFO │ cohere 0.9852 2026-04-05 00:20:32,148 INFO │ cohere-chat 0.9934 2026-04-05 00:20:32,148 INFO │ gpt2 0.9954 2026-04-05 00:20:32,148 INFO │ gpt3 0.9982 2026-04-05 00:20:32,148 INFO │ gpt4 0.9995 2026-04-05 00:20:32,148 INFO │ llama-chat 0.9994 2026-04-05 00:20:32,148 INFO │ mistral 0.9913 2026-04-05 00:20:32,148 INFO │ mistral-chat 0.9994 2026-04-05 00:20:32,148 INFO │ mpt 0.9865 2026-04-05 00:20:32,148 INFO │ mpt-chat 0.9991 2026-04-05 00:20:32,148 INFO │ (prev best) 0.9951 2026-04-05 00:20:32,148 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-05 00:20:32,148 INFO │ article_deletion 0.9992 ~ 2026-04-05 00:20:32,148 INFO │ homoglyphs 0.9994 ~ 2026-04-05 00:20:32,148 INFO │ misspelling 0.9996 ~ 2026-04-05 00:20:32,148 INFO │ no_attack 0.9994 ~ 2026-04-05 00:20:32,148 INFO │ synonym_replacement 0.9990 ~ 2026-04-05 00:20:32,148 INFO │ t5_paraphrase 1.0000 ~ 2026-04-05 00:20:32,148 INFO └─────────────────────────────────────────────┘ 2026-04-05 00:20:32,148 INFO No improvement (5/25) best=0.9951 2026-04-05 00:20:45,552 INFO [Step 181/200] det=skip para=0.0000 raw_rwd=0.1229±0.0043 rwd=0.1229 2026-04-05 00:20:45,552 INFO per-gen rewards: chatgpt=0.121 cohere=0.122 cohere-c=0.124 gpt2=0.123 gpt3=0.124 gpt4=0.126 llama-ch=0.122 mistral=0.124 mistral-=0.124 mpt=0.122 mpt-chat=0.121 2026-04-05 00:20:58,718 INFO [Step 182/200] det=skip para=-0.0000 raw_rwd=0.1224±0.0036 rwd=0.1224 2026-04-05 00:20:58,718 INFO per-gen rewards: chatgpt=0.122 cohere=0.125 cohere-c=0.124 gpt2=0.122 gpt3=0.121 gpt4=0.120 llama-ch=0.119 mistral=0.125 mistral-=0.123 mpt=0.122 mpt-chat=0.123 2026-04-05 00:21:11,906 INFO ⚠ AUROC=0.9951 > threshold=0.995 → freezing detector for 3 steps 2026-04-05 00:21:11,906 INFO [Step 183/200] det=skip para=-0.0000 raw_rwd=0.1229±0.0044 rwd=0.1229 2026-04-05 00:21:11,906 INFO per-gen rewards: chatgpt=0.121 cohere=0.121 cohere-c=0.120 gpt2=0.121 gpt3=0.123 gpt4=0.121 llama-ch=0.124 mistral=0.124 mistral-=0.123 mpt=0.125 mpt-chat=0.124 2026-04-05 00:21:25,176 INFO [Step 184/200] det=skip para=-0.0000 raw_rwd=0.1226±0.0042 rwd=0.1226 2026-04-05 00:21:25,176 INFO per-gen rewards: chatgpt=0.125 cohere=0.124 cohere-c=0.121 gpt2=0.121 gpt3=0.122 gpt4=0.124 llama-ch=0.123 mistral=0.122 mistral-=0.123 mpt=0.122 mpt-chat=0.122 2026-04-05 00:21:38,467 INFO [Step 185/200] det=skip para=0.0000 raw_rwd=0.1228±0.0034 rwd=0.1228 2026-04-05 00:21:38,467 INFO per-gen rewards: chatgpt=0.124 cohere=0.122 cohere-c=0.121 gpt2=0.122 gpt3=0.125 gpt4=0.120 llama-ch=0.125 mistral=0.124 mistral-=0.123 mpt=0.123 mpt-chat=0.122 2026-04-05 01:14:59,637 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-05 01:14:59,638 INFO │ MACRO_AVG 0.9951 ◄ 2026-04-05 01:14:59,638 INFO │ chatgpt 0.9991 2026-04-05 01:14:59,638 INFO │ cohere 0.9852 2026-04-05 01:14:59,638 INFO │ cohere-chat 0.9934 2026-04-05 01:14:59,638 INFO │ gpt2 0.9954 2026-04-05 01:14:59,638 INFO │ gpt3 0.9982 2026-04-05 01:14:59,638 INFO │ gpt4 0.9995 2026-04-05 01:14:59,638 INFO │ llama-chat 0.9994 2026-04-05 01:14:59,638 INFO │ mistral 0.9913 2026-04-05 01:14:59,638 INFO │ mistral-chat 0.9994 2026-04-05 01:14:59,638 INFO │ mpt 0.9865 2026-04-05 01:14:59,638 INFO │ mpt-chat 0.9991 2026-04-05 01:14:59,638 INFO │ (prev best) 0.9951 2026-04-05 01:14:59,638 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-05 01:14:59,638 INFO │ article_deletion 0.9993 ~ 2026-04-05 01:14:59,638 INFO │ homoglyphs 0.9994 ~ 2026-04-05 01:14:59,638 INFO │ misspelling 0.9996 ~ 2026-04-05 01:14:59,638 INFO │ no_attack 0.9994 ~ 2026-04-05 01:14:59,638 INFO │ synonym_replacement 0.9990 ~ 2026-04-05 01:14:59,638 INFO │ t5_paraphrase 1.0000 ~ 2026-04-05 01:14:59,638 INFO └─────────────────────────────────────────────┘ 2026-04-05 01:14:59,638 INFO No improvement (6/25) best=0.9951 2026-04-05 01:15:13,242 INFO ⚠ AUROC=0.9951 > threshold=0.995 → freezing detector for 3 steps 2026-04-05 01:15:13,243 INFO [Step 186/200] det=skip para=-0.0000 raw_rwd=0.1240±0.0048 rwd=0.1240 2026-04-05 01:15:13,243 INFO per-gen rewards: chatgpt=0.124 cohere=0.120 cohere-c=0.127 gpt2=0.125 gpt3=0.124 gpt4=0.122 llama-ch=0.122 mistral=0.124 mistral-=0.124 mpt=0.124 mpt-chat=0.126 2026-04-05 01:15:26,614 INFO [Step 187/200] det=skip para=0.0000 raw_rwd=0.1220±0.0045 rwd=0.1220 2026-04-05 01:15:26,614 INFO per-gen rewards: chatgpt=0.119 cohere=0.122 cohere-c=0.122 gpt2=0.122 gpt3=0.125 gpt4=0.121 llama-ch=0.121 mistral=0.120 mistral-=0.125 mpt=0.122 mpt-chat=0.122 2026-04-05 01:15:40,039 INFO [Step 188/200] det=skip para=-0.0000 raw_rwd=0.1233±0.0034 rwd=0.1233 2026-04-05 01:15:40,040 INFO per-gen rewards: chatgpt=0.126 cohere=0.125 cohere-c=0.124 gpt2=0.122 gpt3=0.121 gpt4=0.122 llama-ch=0.124 mistral=0.124 mistral-=0.123 mpt=0.123 mpt-chat=0.123 2026-04-05 01:15:53,405 INFO ⚠ AUROC=0.9951 > threshold=0.995 → freezing detector for 3 steps 2026-04-05 01:15:53,405 INFO [Step 189/200] det=skip para=-0.0000 raw_rwd=0.1224±0.0040 rwd=0.1224 2026-04-05 01:15:53,405 INFO per-gen rewards: chatgpt=0.127 cohere=0.125 cohere-c=0.120 gpt2=0.122 gpt3=0.122 gpt4=0.122 llama-ch=0.119 mistral=0.123 mistral-=0.124 mpt=0.125 mpt-chat=0.120 2026-04-05 01:16:06,621 INFO [Step 190/200] det=skip para=-0.0000 raw_rwd=0.1233±0.0042 rwd=0.1233 2026-04-05 01:16:06,621 INFO per-gen rewards: chatgpt=0.126 cohere=0.124 cohere-c=0.125 gpt2=0.124 gpt3=0.122 gpt4=0.123 llama-ch=0.124 mistral=0.121 mistral-=0.125 mpt=0.123 mpt-chat=0.121 2026-04-05 02:09:28,551 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-05 02:09:28,552 INFO │ MACRO_AVG 0.9951 ◄ 2026-04-05 02:09:28,552 INFO │ chatgpt 0.9991 2026-04-05 02:09:28,552 INFO │ cohere 0.9852 2026-04-05 02:09:28,552 INFO │ cohere-chat 0.9934 2026-04-05 02:09:28,552 INFO │ gpt2 0.9954 2026-04-05 02:09:28,552 INFO │ gpt3 0.9982 2026-04-05 02:09:28,552 INFO │ gpt4 0.9995 2026-04-05 02:09:28,552 INFO │ llama-chat 0.9994 2026-04-05 02:09:28,552 INFO │ mistral 0.9913 2026-04-05 02:09:28,552 INFO │ mistral-chat 0.9994 2026-04-05 02:09:28,552 INFO │ mpt 0.9865 2026-04-05 02:09:28,552 INFO │ mpt-chat 0.9991 2026-04-05 02:09:28,552 INFO │ (prev best) 0.9951 2026-04-05 02:09:28,552 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-05 02:09:28,552 INFO │ article_deletion 0.9993 ~ 2026-04-05 02:09:28,552 INFO │ homoglyphs 0.9994 ~ 2026-04-05 02:09:28,553 INFO │ misspelling 0.9996 ~ 2026-04-05 02:09:28,553 INFO │ no_attack 0.9994 ~ 2026-04-05 02:09:28,553 INFO │ synonym_replacement 0.9990 ~ 2026-04-05 02:09:28,553 INFO │ t5_paraphrase 1.0000 ~ 2026-04-05 02:09:28,553 INFO └─────────────────────────────────────────────┘ 2026-04-05 02:09:28,553 INFO No improvement (7/25) best=0.9951 2026-04-05 02:09:42,086 INFO [Step 191/200] det=skip para=-0.0000 raw_rwd=0.1221±0.0044 rwd=0.1221 2026-04-05 02:09:42,087 INFO per-gen rewards: chatgpt=0.119 cohere=0.120 cohere-c=0.122 gpt2=0.124 gpt3=0.124 gpt4=0.123 llama-ch=0.123 mistral=0.121 mistral-=0.124 mpt=0.121 mpt-chat=0.122 2026-04-05 02:09:55,330 INFO ⚠ AUROC=0.9951 > threshold=0.995 → freezing detector for 3 steps 2026-04-05 02:09:55,330 INFO [Step 192/200] det=skip para=-0.0000 raw_rwd=0.1231±0.0038 rwd=0.1231 2026-04-05 02:09:55,330 INFO per-gen rewards: chatgpt=0.122 cohere=0.123 cohere-c=0.121 gpt2=0.124 gpt3=0.122 gpt4=0.124 llama-ch=0.123 mistral=0.123 mistral-=0.124 mpt=0.123 mpt-chat=0.123 2026-04-05 02:10:08,654 INFO [Step 193/200] det=skip para=-0.0000 raw_rwd=0.1236±0.0046 rwd=0.1236 2026-04-05 02:10:08,654 INFO per-gen rewards: chatgpt=0.119 cohere=0.124 cohere-c=0.122 gpt2=0.125 gpt3=0.124 gpt4=0.123 llama-ch=0.125 mistral=0.123 mistral-=0.125 mpt=0.126 mpt-chat=0.122 2026-04-05 02:10:21,813 INFO [Step 194/200] det=skip para=0.0000 raw_rwd=0.1223±0.0036 rwd=0.1223 2026-04-05 02:10:21,814 INFO per-gen rewards: chatgpt=0.122 cohere=0.121 cohere-c=0.121 gpt2=0.126 gpt3=0.123 gpt4=0.121 llama-ch=0.124 mistral=0.120 mistral-=0.123 mpt=0.123 mpt-chat=0.120 2026-04-05 02:10:34,953 INFO ⚠ AUROC=0.9951 > threshold=0.995 → freezing detector for 3 steps 2026-04-05 02:10:34,953 INFO [Step 195/200] det=skip para=0.0079 raw_rwd=0.1229±0.0044 rwd=0.1229 2026-04-05 02:10:34,954 INFO per-gen rewards: chatgpt=0.124 cohere=0.122 cohere-c=0.123 gpt2=0.123 gpt3=0.122 gpt4=0.119 llama-ch=0.122 mistral=0.124 mistral-=0.124 mpt=0.123 mpt-chat=0.125 2026-04-05 03:03:56,824 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-05 03:03:56,825 INFO │ MACRO_AVG 0.9951 ◄ 2026-04-05 03:03:56,825 INFO │ chatgpt 0.9991 2026-04-05 03:03:56,825 INFO │ cohere 0.9852 2026-04-05 03:03:56,825 INFO │ cohere-chat 0.9934 2026-04-05 03:03:56,825 INFO │ gpt2 0.9954 2026-04-05 03:03:56,825 INFO │ gpt3 0.9982 2026-04-05 03:03:56,825 INFO │ gpt4 0.9995 2026-04-05 03:03:56,825 INFO │ llama-chat 0.9994 2026-04-05 03:03:56,825 INFO │ mistral 0.9913 2026-04-05 03:03:56,825 INFO │ mistral-chat 0.9994 2026-04-05 03:03:56,825 INFO │ mpt 0.9865 2026-04-05 03:03:56,825 INFO │ mpt-chat 0.9991 2026-04-05 03:03:56,825 INFO │ (prev best) 0.9951 2026-04-05 03:03:56,825 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-05 03:03:56,825 INFO │ article_deletion 0.9993 ~ 2026-04-05 03:03:56,825 INFO │ homoglyphs 0.9994 ~ 2026-04-05 03:03:56,826 INFO │ misspelling 0.9996 ~ 2026-04-05 03:03:56,826 INFO │ no_attack 0.9994 ~ 2026-04-05 03:03:56,826 INFO │ synonym_replacement 0.9990 ~ 2026-04-05 03:03:56,826 INFO │ t5_paraphrase 1.0000 ~ 2026-04-05 03:03:56,826 INFO └─────────────────────────────────────────────┘ 2026-04-05 03:03:56,826 INFO No improvement (8/25) best=0.9951 2026-04-05 03:04:10,451 INFO [Step 196/200] det=skip para=-0.0026 raw_rwd=0.1232±0.0036 rwd=0.1232 2026-04-05 03:04:10,451 INFO per-gen rewards: chatgpt=0.126 cohere=0.123 cohere-c=0.125 gpt2=0.124 gpt3=0.117 gpt4=0.122 llama-ch=0.124 mistral=0.125 mistral-=0.124 mpt=0.123 mpt-chat=0.121 2026-04-05 03:04:23,829 INFO [Step 197/200] det=skip para=-0.0000 raw_rwd=0.1228±0.0042 rwd=0.1228 2026-04-05 03:04:23,829 INFO per-gen rewards: chatgpt=0.125 cohere=0.122 cohere-c=0.123 gpt2=0.121 gpt3=0.123 gpt4=0.124 llama-ch=0.123 mistral=0.123 mistral-=0.126 mpt=0.121 mpt-chat=0.121 2026-04-05 03:04:37,218 INFO ⚠ AUROC=0.9951 > threshold=0.995 → freezing detector for 3 steps 2026-04-05 03:04:37,219 INFO [Step 198/200] det=skip para=0.0058 raw_rwd=0.1219±0.0041 rwd=0.1219 2026-04-05 03:04:37,219 INFO per-gen rewards: chatgpt=0.123 cohere=0.122 cohere-c=0.122 gpt2=0.120 gpt3=0.124 gpt4=0.116 llama-ch=0.123 mistral=0.121 mistral-=0.122 mpt=0.123 mpt-chat=0.123 2026-04-05 03:04:50,589 INFO [Step 199/200] det=skip para=0.0000 raw_rwd=0.1220±0.0041 rwd=0.1220 2026-04-05 03:04:50,589 INFO per-gen rewards: chatgpt=0.122 cohere=0.122 cohere-c=0.117 gpt2=0.124 gpt3=0.122 gpt4=0.122 llama-ch=0.124 mistral=0.122 mistral-=0.124 mpt=0.121 mpt-chat=0.120 2026-04-05 03:05:03,937 INFO [Step 200/200] det=skip para=-0.0000 raw_rwd=0.1229±0.0037 rwd=0.1229 2026-04-05 03:05:03,937 INFO per-gen rewards: chatgpt=0.124 cohere=0.122 cohere-c=0.122 gpt2=0.121 gpt3=0.123 gpt4=0.121 llama-ch=0.124 mistral=0.123 mistral-=0.125 mpt=0.124 mpt-chat=0.121 2026-04-05 03:58:24,227 INFO ┌─ Generator AUROC ────────────────────────────┐ 2026-04-05 03:58:24,228 INFO │ MACRO_AVG 0.9951 ◄ 2026-04-05 03:58:24,228 INFO │ chatgpt 0.9991 2026-04-05 03:58:24,228 INFO │ cohere 0.9852 2026-04-05 03:58:24,228 INFO │ cohere-chat 0.9934 2026-04-05 03:58:24,228 INFO │ gpt2 0.9954 2026-04-05 03:58:24,228 INFO │ gpt3 0.9982 2026-04-05 03:58:24,228 INFO │ gpt4 0.9995 2026-04-05 03:58:24,228 INFO │ llama-chat 0.9994 2026-04-05 03:58:24,228 INFO │ mistral 0.9913 2026-04-05 03:58:24,228 INFO │ mistral-chat 0.9994 2026-04-05 03:58:24,228 INFO │ mpt 0.9865 2026-04-05 03:58:24,228 INFO │ mpt-chat 0.9991 2026-04-05 03:58:24,228 INFO │ (prev best) 0.9951 2026-04-05 03:58:24,228 INFO ├─ Attack AUROC (robustness) ─────────────────┤ 2026-04-05 03:58:24,228 INFO │ article_deletion 0.9993 ~ 2026-04-05 03:58:24,228 INFO │ homoglyphs 0.9994 ~ 2026-04-05 03:58:24,228 INFO │ misspelling 0.9996 ~ 2026-04-05 03:58:24,228 INFO │ no_attack 0.9994 ~ 2026-04-05 03:58:24,228 INFO │ synonym_replacement 0.9990 ~ 2026-04-05 03:58:24,228 INFO │ t5_paraphrase 1.0000 ~ 2026-04-05 03:58:24,228 INFO └─────────────────────────────────────────────┘ 2026-04-05 03:58:24,228 INFO No improvement (9/25) best=0.9951 2026-04-05 03:58:24,228 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-05 03:58:24,228 INFO Done. Best macro AUROC = 0.9951 2026-04-05 03:58:24,228 INFO Detector → ./radar_multievasion/best_detector 2026-04-05 03:58:24,228 INFO Paraphraser → ./radar_multievasion/best_paraphraser 2026-04-05 03:58:24,228 INFO Gen AUROC → ./radar_multievasion/per_generator_auroc.tsv 2026-04-05 03:58:24,228 INFO Atk AUROC → ./radar_multievasion/per_attack_auroc.tsv 2026-04-05 03:58:24,228 INFO ════════════════════════════════════════════════════════════════════════ 2026-04-05 03:58:24,228 INFO ── Pushing to HuggingFace Hub (trigger=final) ── 2026-04-05 03:58:24,444 INFO HTTP Request: GET https://huggingface.co/api/whoami-v2 "HTTP/1.1 200 OK" 2026-04-05 03:58:24,572 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector "HTTP/1.1 200 OK" 2026-04-05 03:58:24,573 INFO Repo exists: Shushant/ADAL_AI_Detector 2026-04-05 03:58:24,689 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_Paraphrasher "HTTP/1.1 200 OK" 2026-04-05 03:58:24,690 INFO Repo exists: Shushant/ADAL_Paraphrasher 2026-04-05 03:58:24,690 INFO Uploading detector → Shushant/ADAL_AI_Detector … 2026-04-05 03:58:24,801 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-05 03:58:25,932 INFO HTTP Request: POST https://huggingface.co/api/validate-yaml "HTTP/1.1 200 OK" 2026-04-05 03:58:26,096 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-05 03:58:26,213 INFO HTTP Request: POST https://huggingface.co/Shushant/ADAL_AI_Detector.git/info/lfs/objects/batch "HTTP/1.1 200 OK" 2026-04-05 03:58:26,337 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/xet-write-token/main "HTTP/1.1 200 OK" 2026-04-05 03:58:31,349 WARNING No files have been modified since last commit. Skipping to prevent empty commit. 2026-04-05 03:58:31,519 INFO HTTP Request: GET https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/revision/main "HTTP/1.1 200 OK" 2026-04-05 03:58:31,659 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-05 03:58:32,777 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-05 03:58:32,958 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK" 2026-04-05 03:58:33,961 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/commit/main "HTTP/1.1 200 OK" 2026-04-05 03:58:34,168 INFO HTTP Request: POST https://huggingface.co/api/models/Shushant/ADAL_AI_Detector/preupload/main "HTTP/1.1 200 OK"