Text Generation
Transformers
Safetensors
flint
heretic
uncensored
decensored
abliterated
reproducible
conversational
Instructions to use electroglyph/flint-uncensored with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use electroglyph/flint-uncensored with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="electroglyph/flint-uncensored") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("electroglyph/flint-uncensored") model = AutoModelForCausalLM.from_pretrained("electroglyph/flint-uncensored", device_map="auto") messages = [ {"role": "user", "content": "Who are you?"}, ] inputs = tokenizer.apply_chat_template( messages, add_generation_prompt=True, tokenize=True, return_dict=True, return_tensors="pt", ).to(model.device) outputs = model.generate(**inputs, max_new_tokens=256) print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use electroglyph/flint-uncensored with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "electroglyph/flint-uncensored" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "electroglyph/flint-uncensored", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/electroglyph/flint-uncensored
- SGLang
How to use electroglyph/flint-uncensored with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "electroglyph/flint-uncensored" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "electroglyph/flint-uncensored", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "electroglyph/flint-uncensored" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "electroglyph/flint-uncensored", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use electroglyph/flint-uncensored with Docker Model Runner:
docker model run hf.co/electroglyph/flint-uncensored
Run sync: periodic
Browse files
heretic_checkpoints/RecursiveSI--flint.jsonl
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1682,"param_name":"overcorrect_relative_weight","param_value_internal":0.8733481008180173,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1682,"param_name":"neighbor_count","param_value_internal":1.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 1, \"high\": 15}}"}
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| 20243 |
{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1682,"user_attr":{"parameters":{"start_layer_index":23,"end_layer_index":38,"preserve_good_behavior_weight":0.3049664644676785,"steer_bad_behavior_weight":0.00028042279497021553,"overcorrect_relative_weight":1.0748899702375598,"neighbor_count":1,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1682,"param_name":"overcorrect_relative_weight","param_value_internal":0.8733481008180173,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1682,"param_name":"neighbor_count","param_value_internal":1.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 1, \"high\": 15}}"}
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| 20243 |
{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1682,"user_attr":{"parameters":{"start_layer_index":23,"end_layer_index":38,"preserve_good_behavior_weight":0.3049664644676785,"steer_bad_behavior_weight":0.00028042279497021553,"overcorrect_relative_weight":1.0748899702375598,"neighbor_count":1,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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| 20244 |
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{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1682,"user_attr":{"scores":[{"name":"Refusals","score":{"value":0.15,"rich_display":"[bold]15[/]/100","md_display":"15/100"},"baseline":{"value":0.98,"rich_display":"[bold]98[/]/100","md_display":"98/100"}},{"name":"KL divergence","score":{"value":0.06954207271337509,"rich_display":"[bold]0.0695[/]","md_display":"0.0695"},"baseline":{"value":0,"rich_display":"[bold]0[/] [italic](by definition)[/]","md_display":"0 *(by definition)*"}}]}}
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{"op_code":6,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1682,"state":1,"values":[0.15,0.06954207271337509],"datetime_complete":"2026-10-24T04:10:28.683105+00:00"}
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| 20246 |
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{"op_code":4,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","study_id":0,"datetime_start":"2026-10-24T04:10:28.683812+00:00"}
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{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1683,"user_attr":{"index":1684}}
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{"op_code":9,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1683,"system_attr":{"tpe:relative_params:0":"{\"end_layer_index\": 41, \"neighbor_count\": 8, \"overcorrect_relative_weight\": 0.7863263655830287, \"preserve_good_behavior_weight\": 0.3323494730313864, \"start_layer_index\": 20, \"steer_bad_behavior_weight\": 0.6452867275969275}"}}
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| 20249 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1683,"param_name":"start_layer_index","param_value_internal":20.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 0, \"high\": 24}}"}
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| 20250 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1683,"param_name":"end_layer_index","param_value_internal":41.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 25, \"high\": 49}}"}
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| 20251 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1683,"param_name":"preserve_good_behavior_weight","param_value_internal":0.3323494730313864,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.0, \"log\": false}}"}
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| 20252 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1683,"param_name":"steer_bad_behavior_weight","param_value_internal":0.6452867275969275,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0001, \"high\": 1.0, \"log\": true}}"}
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| 20253 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1683,"param_name":"overcorrect_relative_weight","param_value_internal":0.7863263655830287,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
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| 20254 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1683,"param_name":"neighbor_count","param_value_internal":8.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 1, \"high\": 15}}"}
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| 20255 |
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{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1683,"user_attr":{"parameters":{"start_layer_index":20,"end_layer_index":41,"preserve_good_behavior_weight":0.3323494730313864,"steer_bad_behavior_weight":0.008032974091810134,"overcorrect_relative_weight":0.9677862961021892,"neighbor_count":8,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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| 20256 |
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{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1683,"user_attr":{"scores":[{"name":"Refusals","score":{"value":0.13,"rich_display":"[bold]13[/]/100","md_display":"13/100"},"baseline":{"value":0.98,"rich_display":"[bold]98[/]/100","md_display":"98/100"}},{"name":"KL divergence","score":{"value":0.04889329895377159,"rich_display":"[bold]0.0489[/]","md_display":"0.0489"},"baseline":{"value":0,"rich_display":"[bold]0[/] [italic](by definition)[/]","md_display":"0 *(by definition)*"}}]}}
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| 20257 |
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{"op_code":6,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1683,"state":1,"values":[0.13,0.04889329895377159],"datetime_complete":"2026-10-24T04:11:37.768672+00:00"}
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| 20258 |
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{"op_code":4,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","study_id":0,"datetime_start":"2026-10-24T04:11:37.769282+00:00"}
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| 20259 |
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{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1684,"user_attr":{"index":1685}}
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| 20260 |
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{"op_code":9,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1684,"system_attr":{"tpe:relative_params:0":"{\"end_layer_index\": 41, \"neighbor_count\": 4, \"overcorrect_relative_weight\": 0.03248523209044805, \"preserve_good_behavior_weight\": 0.6678117129368659, \"start_layer_index\": 23, \"steer_bad_behavior_weight\": 0.00010367806389757663}"}}
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| 20261 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1684,"param_name":"start_layer_index","param_value_internal":23.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 0, \"high\": 24}}"}
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1684,"param_name":"end_layer_index","param_value_internal":41.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 25, \"high\": 49}}"}
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| 20263 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1684,"param_name":"preserve_good_behavior_weight","param_value_internal":0.6678117129368659,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.0, \"log\": false}}"}
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| 20264 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1684,"param_name":"steer_bad_behavior_weight","param_value_internal":0.00010367806389757663,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0001, \"high\": 1.0, \"log\": true}}"}
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| 20265 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1684,"param_name":"overcorrect_relative_weight","param_value_internal":0.03248523209044805,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
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| 20266 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1684,"param_name":"neighbor_count","param_value_internal":4.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 1, \"high\": 15}}"}
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| 20267 |
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{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1684,"user_attr":{"parameters":{"start_layer_index":23,"end_layer_index":41,"preserve_good_behavior_weight":0.6678117129368659,"steer_bad_behavior_weight":0.00010182242577034625,"overcorrect_relative_weight":0.039981824111320674,"neighbor_count":4,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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| 20268 |
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{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1684,"user_attr":{"scores":[{"name":"Refusals","score":{"value":0.97,"rich_display":"[bold]97[/]/100","md_display":"97/100"},"baseline":{"value":0.98,"rich_display":"[bold]98[/]/100","md_display":"98/100"}},{"name":"KL divergence","score":{"value":0.0051498436369001865,"rich_display":"[bold]0.0051[/]","md_display":"0.0051"},"baseline":{"value":0,"rich_display":"[bold]0[/] [italic](by definition)[/]","md_display":"0 *(by definition)*"}}]}}
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| 20269 |
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{"op_code":6,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1684,"state":1,"values":[0.97,0.0051498436369001865],"datetime_complete":"2026-10-24T04:12:33.483523+00:00"}
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| 20270 |
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{"op_code":4,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","study_id":0,"datetime_start":"2026-10-24T04:12:33.484081+00:00"}
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| 20271 |
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{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1685,"user_attr":{"index":1686}}
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| 20272 |
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{"op_code":9,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1685,"system_attr":{"tpe:relative_params:0":"{\"end_layer_index\": 37, \"neighbor_count\": 5, \"overcorrect_relative_weight\": 0.785935534354844, \"preserve_good_behavior_weight\": 0.28171034586826765, \"start_layer_index\": 23, \"steer_bad_behavior_weight\": 0.0015304269280116824}"}}
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| 20273 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1685,"param_name":"start_layer_index","param_value_internal":23.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 0, \"high\": 24}}"}
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| 20274 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1685,"param_name":"end_layer_index","param_value_internal":37.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 25, \"high\": 49}}"}
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| 20275 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1685,"param_name":"preserve_good_behavior_weight","param_value_internal":0.28171034586826765,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.0, \"log\": false}}"}
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| 20276 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1685,"param_name":"steer_bad_behavior_weight","param_value_internal":0.0015304269280116824,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0001, \"high\": 1.0, \"log\": true}}"}
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| 20277 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1685,"param_name":"overcorrect_relative_weight","param_value_internal":0.785935534354844,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
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| 20278 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1685,"param_name":"neighbor_count","param_value_internal":5.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 1, \"high\": 15}}"}
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| 20279 |
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{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1685,"user_attr":{"parameters":{"start_layer_index":23,"end_layer_index":37,"preserve_good_behavior_weight":0.28171034586826765,"steer_bad_behavior_weight":0.0003912067136453163,"overcorrect_relative_weight":0.9673052730521157,"neighbor_count":5,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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| 20280 |
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{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1685,"user_attr":{"scores":[{"name":"Refusals","score":{"value":0.67,"rich_display":"[bold]67[/]/100","md_display":"67/100"},"baseline":{"value":0.98,"rich_display":"[bold]98[/]/100","md_display":"98/100"}},{"name":"KL divergence","score":{"value":0.012899797409772873,"rich_display":"[bold]0.0129[/]","md_display":"0.0129"},"baseline":{"value":0,"rich_display":"[bold]0[/] [italic](by definition)[/]","md_display":"0 *(by definition)*"}}]}}
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| 20281 |
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{"op_code":6,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1685,"state":1,"values":[0.67,0.012899797409772873],"datetime_complete":"2026-10-24T04:13:33.251244+00:00"}
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