2026-04-30 11:01:11,893 INFO __main__: loading sampled qrels from BeIR/msmarco-qrels split=validation 2026-04-30 11:01:12,143 INFO httpx: HTTP Request: HEAD https://huggingface.co/datasets/BeIR/msmarco-qrels/resolve/main/README.md "HTTP/1.1 307 Temporary Redirect" Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads. 2026-04-30 11:01:12,143 WARNING huggingface_hub.utils._http: Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads. 2026-04-30 11:01:12,152 INFO httpx: HTTP Request: HEAD https://huggingface.co/api/resolve-cache/datasets/BeIR/msmarco-qrels/253fbf8a3f8d4a0932b63882b5162bedc84779f5/README.md "HTTP/1.1 200 OK" 2026-04-30 11:01:12,328 INFO httpx: HTTP Request: HEAD https://huggingface.co/datasets/BeIR/msmarco-qrels/resolve/253fbf8a3f8d4a0932b63882b5162bedc84779f5/msmarco-qrels.py "HTTP/1.1 404 Not Found" 2026-04-30 11:01:12,893 INFO httpx: HTTP Request: HEAD https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/BeIR/msmarco-qrels/BeIR/msmarco-qrels.py "HTTP/1.1 404 Not Found" 2026-04-30 11:01:13,059 INFO httpx: HTTP Request: GET https://huggingface.co/api/datasets/BeIR/msmarco-qrels/revision/253fbf8a3f8d4a0932b63882b5162bedc84779f5 "HTTP/1.1 200 OK" 2026-04-30 11:01:13,225 INFO httpx: HTTP Request: HEAD https://huggingface.co/datasets/BeIR/msmarco-qrels/resolve/253fbf8a3f8d4a0932b63882b5162bedc84779f5/.huggingface.yaml "HTTP/1.1 404 Not Found" 2026-04-30 11:01:13,435 INFO httpx: HTTP Request: GET https://datasets-server.huggingface.co/info?dataset=BeIR/msmarco-qrels "HTTP/1.1 200 OK" 2026-04-30 11:01:13,607 INFO httpx: HTTP Request: GET https://huggingface.co/api/datasets/BeIR/msmarco-qrels/tree/253fbf8a3f8d4a0932b63882b5162bedc84779f5/data?recursive=true&expand=false "HTTP/1.1 404 Not Found" 2026-04-30 11:01:13,779 INFO httpx: HTTP Request: GET https://huggingface.co/api/datasets/BeIR/msmarco-qrels/tree/253fbf8a3f8d4a0932b63882b5162bedc84779f5?recursive=false&expand=false "HTTP/1.1 200 OK" 2026-04-30 11:01:13,957 INFO httpx: HTTP Request: HEAD https://huggingface.co/datasets/BeIR/msmarco-qrels/resolve/253fbf8a3f8d4a0932b63882b5162bedc84779f5/dataset_infos.json "HTTP/1.1 404 Not Found" qrels |████████████████████████████████████████| 7437/7437 [100%] in 0.2s (36290.29/s) 2026-04-30 11:01:14,181 INFO __main__: selected 10 query ids 2026-04-30 11:01:14,181 INFO __main__: loading query texts from BeIR/msmarco 2026-04-30 11:01:14,351 INFO httpx: HTTP Request: HEAD https://huggingface.co/datasets/BeIR/msmarco/resolve/main/README.md "HTTP/1.1 307 Temporary Redirect" 2026-04-30 11:01:14,360 INFO httpx: HTTP Request: HEAD https://huggingface.co/api/resolve-cache/datasets/BeIR/msmarco/a918e0d11a77ed33f42f29d98340b655593b96ad/README.md "HTTP/1.1 200 OK" 2026-04-30 11:01:14,528 INFO httpx: HTTP Request: HEAD https://huggingface.co/datasets/BeIR/msmarco/resolve/a918e0d11a77ed33f42f29d98340b655593b96ad/msmarco.py "HTTP/1.1 404 Not Found" 2026-04-30 11:01:14,729 INFO httpx: HTTP Request: HEAD https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/BeIR/msmarco/BeIR/msmarco.py "HTTP/1.1 404 Not Found" 2026-04-30 11:01:14,903 INFO httpx: HTTP Request: GET https://huggingface.co/api/datasets/BeIR/msmarco/revision/a918e0d11a77ed33f42f29d98340b655593b96ad "HTTP/1.1 200 OK" 2026-04-30 11:01:15,069 INFO httpx: HTTP Request: HEAD https://huggingface.co/datasets/BeIR/msmarco/resolve/a918e0d11a77ed33f42f29d98340b655593b96ad/.huggingface.yaml "HTTP/1.1 404 Not Found" 2026-04-30 11:01:15,248 INFO httpx: HTTP Request: GET https://datasets-server.huggingface.co/info?dataset=BeIR/msmarco "HTTP/1.1 200 OK" 2026-04-30 11:01:15,423 INFO httpx: HTTP Request: GET https://huggingface.co/api/datasets/BeIR/msmarco/tree/a918e0d11a77ed33f42f29d98340b655593b96ad/corpus?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-30 11:01:15,594 INFO httpx: HTTP Request: GET https://huggingface.co/api/datasets/BeIR/msmarco/tree/a918e0d11a77ed33f42f29d98340b655593b96ad?recursive=false&expand=false "HTTP/1.1 200 OK" 2026-04-30 11:01:16,087 INFO httpx: HTTP Request: HEAD https://huggingface.co/datasets/BeIR/msmarco/resolve/a918e0d11a77ed33f42f29d98340b655593b96ad/dataset_infos.json "HTTP/1.1 404 Not Found" 2026-04-30 11:01:16,256 INFO httpx: HTTP Request: GET https://huggingface.co/api/datasets/BeIR/msmarco/tree/a918e0d11a77ed33f42f29d98340b655593b96ad/queries?recursive=true&expand=false "HTTP/1.1 200 OK" queries |███████████████████████████████████████▌⚠︎ (!) 502992/509962 [99%] in 3.6s (141451.85/s) 2026-04-30 11:01:19,989 INFO httpx: HTTP Request: HEAD https://huggingface.co/datasets/BeIR/msmarco/resolve/main/README.md "HTTP/1.1 307 Temporary Redirect" 2026-04-30 11:01:20,000 INFO httpx: HTTP Request: HEAD https://huggingface.co/api/resolve-cache/datasets/BeIR/msmarco/a918e0d11a77ed33f42f29d98340b655593b96ad/README.md "HTTP/1.1 200 OK" 2026-04-30 11:01:20,171 INFO httpx: HTTP Request: HEAD https://huggingface.co/datasets/BeIR/msmarco/resolve/a918e0d11a77ed33f42f29d98340b655593b96ad/msmarco.py "HTTP/1.1 404 Not Found" 2026-04-30 11:01:20,757 INFO httpx: HTTP Request: HEAD https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/BeIR/msmarco/BeIR/msmarco.py "HTTP/1.1 404 Not Found" 2026-04-30 11:01:20,924 INFO httpx: HTTP Request: HEAD https://huggingface.co/datasets/BeIR/msmarco/resolve/a918e0d11a77ed33f42f29d98340b655593b96ad/.huggingface.yaml "HTTP/1.1 404 Not Found" 2026-04-30 11:01:21,150 INFO httpx: HTTP Request: GET https://datasets-server.huggingface.co/info?dataset=BeIR/msmarco "HTTP/1.1 200 OK" 2026-04-30 11:01:21,320 INFO httpx: HTTP Request: HEAD https://huggingface.co/datasets/BeIR/msmarco/resolve/a918e0d11a77ed33f42f29d98340b655593b96ad/dataset_infos.json "HTTP/1.1 404 Not Found" 2026-04-30 11:01:21,356 INFO __main__: loaded corpus view with 8841823 documents 2026-04-30 11:01:21,359 INFO __main__: Elasticsearch index beir-msmarco already exists; skipping indexing batched_search |████████████████████████████████████████| 10/10 [100%] in 0.0s (981.54/s) 2026-04-30 11:01:21,495 INFO __main__: loading embedding model Qwen/Qwen3-Embedding-0.6B on cuda dtype=torch.bfloat16 2026-04-30 11:01:21,678 INFO httpx: HTTP Request: HEAD https://huggingface.co/Qwen/Qwen3-Embedding-0.6B/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-30 11:01:21,686 INFO httpx: HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/Qwen/Qwen3-Embedding-0.6B/97b0c614be4d77ee51c0cef4e5f07c00f9eb65b3/config.json "HTTP/1.1 200 OK" 2026-04-30 11:01:21,852 INFO httpx: HTTP Request: HEAD https://huggingface.co/Qwen/Qwen3-Embedding-0.6B/resolve/main/tokenizer_config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-30 11:01:21,861 INFO httpx: HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/Qwen/Qwen3-Embedding-0.6B/97b0c614be4d77ee51c0cef4e5f07c00f9eb65b3/tokenizer_config.json "HTTP/1.1 200 OK" 2026-04-30 11:01:22,033 INFO httpx: HTTP Request: GET https://huggingface.co/api/models/Qwen/Qwen3-Embedding-0.6B/tree/main/additional_chat_templates?recursive=false&expand=false "HTTP/1.1 404 Not Found" 2026-04-30 11:01:22,202 INFO httpx: HTTP Request: GET https://huggingface.co/api/models/Qwen/Qwen3-Embedding-0.6B/tree/main?recursive=true&expand=false "HTTP/1.1 200 OK" 2026-04-30 11:01:22,539 INFO httpx: HTTP Request: GET https://huggingface.co/api/models/Qwen/Qwen3-Embedding-0.6B "HTTP/1.1 200 OK" 2026-04-30 11:01:22,708 INFO httpx: HTTP Request: HEAD https://huggingface.co/Qwen/Qwen3-Embedding-0.6B/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-30 11:01:22,717 INFO httpx: HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/Qwen/Qwen3-Embedding-0.6B/97b0c614be4d77ee51c0cef4e5f07c00f9eb65b3/config.json "HTTP/1.1 200 OK" `torch_dtype` is deprecated! Use `dtype` instead! 2026-04-30 11:01:22,967 INFO httpx: HTTP Request: HEAD https://huggingface.co/Qwen/Qwen3-Embedding-0.6B/resolve/main/config.json "HTTP/1.1 307 Temporary Redirect" 2026-04-30 11:01:22,976 INFO httpx: HTTP Request: HEAD https://huggingface.co/api/resolve-cache/models/Qwen/Qwen3-Embedding-0.6B/97b0c614be4d77ee51c0cef4e5f07c00f9eb65b3/config.json "HTTP/1.1 200 OK" Loading weights: 0%| | 0/310 [00:00