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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| 20001 |
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1662,"param_name":"overcorrect_relative_weight","param_value_internal":0.002681580166961156,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
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| 20002 |
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1662,"param_name":"neighbor_count","param_value_internal":3.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 1, \"high\": 15}}"}
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| 20003 |
{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1662,"user_attr":{"parameters":{"start_layer_index":23,"end_layer_index":41,"preserve_good_behavior_weight":0.7301772112993631,"steer_bad_behavior_weight":0.00010146000159265009,"overcorrect_relative_weight":0.003300406359336808,"neighbor_count":3,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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| 20001 |
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1662,"param_name":"overcorrect_relative_weight","param_value_internal":0.002681580166961156,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
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| 20002 |
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1662,"param_name":"neighbor_count","param_value_internal":3.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 1, \"high\": 15}}"}
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| 20003 |
{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1662,"user_attr":{"parameters":{"start_layer_index":23,"end_layer_index":41,"preserve_good_behavior_weight":0.7301772112993631,"steer_bad_behavior_weight":0.00010146000159265009,"overcorrect_relative_weight":0.003300406359336808,"neighbor_count":3,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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| 20004 |
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{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1662,"user_attr":{"scores":[{"name":"Refusals","score":{"value":0.98,"rich_display":"[bold]98[/]/100","md_display":"98/100"},"baseline":{"value":0.98,"rich_display":"[bold]98[/]/100","md_display":"98/100"}},{"name":"KL divergence","score":{"value":0.0044530401937663555,"rich_display":"[bold]0.0045[/]","md_display":"0.0045"},"baseline":{"value":0,"rich_display":"[bold]0[/] [italic](by definition)[/]","md_display":"0 *(by definition)*"}}]}}
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| 20005 |
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{"op_code":6,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1662,"state":1,"values":[0.98,0.0044530401937663555],"datetime_complete":"2026-10-24T03:50:16.113257+00:00"}
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| 20006 |
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{"op_code":4,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","study_id":0,"datetime_start":"2026-10-24T03:50:16.113776+00:00"}
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| 20007 |
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{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1663,"user_attr":{"index":1664}}
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| 20008 |
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{"op_code":9,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1663,"system_attr":{"tpe:relative_params:0":"{\"end_layer_index\": 35, \"neighbor_count\": 5, \"overcorrect_relative_weight\": 0.35731610833873495, \"preserve_good_behavior_weight\": 0.27640752283978315, \"start_layer_index\": 23, \"steer_bad_behavior_weight\": 0.0008127962899368604}"}}
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| 20009 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1663,"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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| 20010 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1663,"param_name":"end_layer_index","param_value_internal":35.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 25, \"high\": 49}}"}
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| 20011 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1663,"param_name":"preserve_good_behavior_weight","param_value_internal":0.27640752283978315,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.0, \"log\": false}}"}
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| 20012 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1663,"param_name":"steer_bad_behavior_weight","param_value_internal":0.0008127962899368604,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0001, \"high\": 1.0, \"log\": true}}"}
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| 20013 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1663,"param_name":"overcorrect_relative_weight","param_value_internal":0.35731610833873495,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
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| 20014 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1663,"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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| 20015 |
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{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1663,"user_attr":{"parameters":{"start_layer_index":23,"end_layer_index":35,"preserve_good_behavior_weight":0.27640752283978315,"steer_bad_behavior_weight":0.0002850958242305318,"overcorrect_relative_weight":0.43977367180151994,"neighbor_count":5,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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| 20016 |
+
{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1663,"user_attr":{"scores":[{"name":"Refusals","score":{"value":0.88,"rich_display":"[bold]88[/]/100","md_display":"88/100"},"baseline":{"value":0.98,"rich_display":"[bold]98[/]/100","md_display":"98/100"}},{"name":"KL divergence","score":{"value":0.0074147554114460945,"rich_display":"[bold]0.0074[/]","md_display":"0.0074"},"baseline":{"value":0,"rich_display":"[bold]0[/] [italic](by definition)[/]","md_display":"0 *(by definition)*"}}]}}
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| 20017 |
+
{"op_code":6,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1663,"state":1,"values":[0.88,0.0074147554114460945],"datetime_complete":"2026-10-24T03:51:12.472702+00:00"}
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| 20018 |
+
{"op_code":4,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","study_id":0,"datetime_start":"2026-10-24T03:51:12.473301+00:00"}
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| 20019 |
+
{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1664,"user_attr":{"index":1665}}
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| 20020 |
+
{"op_code":9,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1664,"system_attr":{"tpe:relative_params:0":"{\"end_layer_index\": 35, \"neighbor_count\": 14, \"overcorrect_relative_weight\": 0.7773461869381232, \"preserve_good_behavior_weight\": 0.3351932230841224, \"start_layer_index\": 22, \"steer_bad_behavior_weight\": 0.19385567703533216}"}}
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| 20021 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1664,"param_name":"start_layer_index","param_value_internal":22.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 0, \"high\": 24}}"}
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| 20022 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1664,"param_name":"end_layer_index","param_value_internal":35.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 25, \"high\": 49}}"}
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| 20023 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1664,"param_name":"preserve_good_behavior_weight","param_value_internal":0.3351932230841224,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.0, \"log\": false}}"}
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| 20024 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1664,"param_name":"steer_bad_behavior_weight","param_value_internal":0.19385567703533216,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0001, \"high\": 1.0, \"log\": true}}"}
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| 20025 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1664,"param_name":"overcorrect_relative_weight","param_value_internal":0.7773461869381232,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
|
| 20026 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1664,"param_name":"neighbor_count","param_value_internal":14.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 1, \"high\": 15}}"}
|
| 20027 |
+
{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1664,"user_attr":{"parameters":{"start_layer_index":22,"end_layer_index":35,"preserve_good_behavior_weight":0.3351932230841224,"steer_bad_behavior_weight":0.004402904462230952,"overcorrect_relative_weight":0.9567337685392285,"neighbor_count":14,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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| 20028 |
+
{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1664,"user_attr":{"scores":[{"name":"Refusals","score":{"value":0.27,"rich_display":"[bold]27[/]/100","md_display":"27/100"},"baseline":{"value":0.98,"rich_display":"[bold]98[/]/100","md_display":"98/100"}},{"name":"KL divergence","score":{"value":0.021461302414536476,"rich_display":"[bold]0.0215[/]","md_display":"0.0215"},"baseline":{"value":0,"rich_display":"[bold]0[/] [italic](by definition)[/]","md_display":"0 *(by definition)*"}}]}}
|
| 20029 |
+
{"op_code":6,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1664,"state":1,"values":[0.27,0.021461302414536476],"datetime_complete":"2026-10-24T03:52:11.061417+00:00"}
|
| 20030 |
+
{"op_code":4,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","study_id":0,"datetime_start":"2026-10-24T03:52:11.061967+00:00"}
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| 20031 |
+
{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1665,"user_attr":{"index":1666}}
|
| 20032 |
+
{"op_code":9,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1665,"system_attr":{"tpe:relative_params:0":"{\"end_layer_index\": 35, \"neighbor_count\": 13, \"overcorrect_relative_weight\": 0.7708251805908525, \"preserve_good_behavior_weight\": 0.3263897348382844, \"start_layer_index\": 22, \"steer_bad_behavior_weight\": 0.20906622318137083}"}}
|
| 20033 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1665,"param_name":"start_layer_index","param_value_internal":22.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 0, \"high\": 24}}"}
|
| 20034 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1665,"param_name":"end_layer_index","param_value_internal":35.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 25, \"high\": 49}}"}
|
| 20035 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1665,"param_name":"preserve_good_behavior_weight","param_value_internal":0.3263897348382844,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.0, \"log\": false}}"}
|
| 20036 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1665,"param_name":"steer_bad_behavior_weight","param_value_internal":0.20906622318137083,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0001, \"high\": 1.0, \"log\": true}}"}
|
| 20037 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1665,"param_name":"overcorrect_relative_weight","param_value_internal":0.7708251805908525,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
|
| 20038 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1665,"param_name":"neighbor_count","param_value_internal":13.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 1, \"high\": 15}}"}
|
| 20039 |
+
{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1665,"user_attr":{"parameters":{"start_layer_index":22,"end_layer_index":35,"preserve_good_behavior_weight":0.3263897348382844,"steer_bad_behavior_weight":0.004572376003582504,"overcorrect_relative_weight":0.9487079145733569,"neighbor_count":13,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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| 20040 |
+
{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1665,"user_attr":{"scores":[{"name":"Refusals","score":{"value":0.28,"rich_display":"[bold]28[/]/100","md_display":"28/100"},"baseline":{"value":0.98,"rich_display":"[bold]98[/]/100","md_display":"98/100"}},{"name":"KL divergence","score":{"value":0.022129133343696594,"rich_display":"[bold]0.0221[/]","md_display":"0.0221"},"baseline":{"value":0,"rich_display":"[bold]0[/] [italic](by definition)[/]","md_display":"0 *(by definition)*"}}]}}
|
| 20041 |
+
{"op_code":6,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1665,"state":1,"values":[0.28,0.022129133343696594],"datetime_complete":"2026-10-24T03:53:09.747670+00:00"}
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| 20104 |
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| 20105 |
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| 20106 |
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| 20107 |
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| 20108 |
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| 20109 |
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| 20110 |
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| 20111 |
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| 20112 |
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{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1671,"user_attr":{"scores":[{"name":"Refusals","score":{"value":0.16,"rich_display":"[bold]16[/]/100","md_display":"16/100"},"baseline":{"value":0.98,"rich_display":"[bold]98[/]/100","md_display":"98/100"}},{"name":"KL divergence","score":{"value":0.029233016073703766,"rich_display":"[bold]0.0292[/]","md_display":"0.0292"},"baseline":{"value":0,"rich_display":"[bold]0[/] [italic](by definition)[/]","md_display":"0 *(by definition)*"}}]}}
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| 20113 |
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| 20114 |
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| 20115 |
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| 20116 |
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| 20117 |
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| 20118 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1672,"param_name":"end_layer_index","param_value_internal":38.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 25, \"high\": 49}}"}
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| 20119 |
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| 20120 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1672,"param_name":"steer_bad_behavior_weight","param_value_internal":0.2109105029246899,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0001, \"high\": 1.0, \"log\": true}}"}
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| 20121 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1672,"param_name":"overcorrect_relative_weight","param_value_internal":0.7873807146416274,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
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| 20122 |
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| 20123 |
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