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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| 20733 |
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1723,"param_name":"overcorrect_relative_weight","param_value_internal":0.41070545062997,"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":1723,"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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| 20735 |
{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1723,"user_attr":{"parameters":{"start_layer_index":23,"end_layer_index":35,"preserve_good_behavior_weight":0.28142419079506664,"steer_bad_behavior_weight":0.00039393237598676076,"overcorrect_relative_weight":0.5054836315445784,"neighbor_count":3,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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| 20733 |
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1723,"param_name":"overcorrect_relative_weight","param_value_internal":0.41070545062997,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
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| 20734 |
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1723,"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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| 20735 |
{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1723,"user_attr":{"parameters":{"start_layer_index":23,"end_layer_index":35,"preserve_good_behavior_weight":0.28142419079506664,"steer_bad_behavior_weight":0.00039393237598676076,"overcorrect_relative_weight":0.5054836315445784,"neighbor_count":3,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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| 20736 |
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{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1723,"user_attr":{"scores":[{"name":"Refusals","score":{"value":0.86,"rich_display":"[bold]86[/]/100","md_display":"86/100"},"baseline":{"value":0.98,"rich_display":"[bold]98[/]/100","md_display":"98/100"}},{"name":"KL divergence","score":{"value":0.008938435465097427,"rich_display":"[bold]0.0089[/]","md_display":"0.0089"},"baseline":{"value":0,"rich_display":"[bold]0[/] [italic](by definition)[/]","md_display":"0 *(by definition)*"}}]}}
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| 20737 |
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{"op_code":6,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1723,"state":1,"values":[0.86,0.008938435465097427],"datetime_complete":"2026-10-24T04:51:16.289323+00:00"}
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| 20738 |
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{"op_code":4,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","study_id":0,"datetime_start":"2026-10-24T04:51:16.289862+00:00"}
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| 20739 |
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{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1724,"user_attr":{"index":1725}}
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| 20740 |
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{"op_code":9,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1724,"system_attr":{"tpe:relative_params:0":"{\"end_layer_index\": 41, \"neighbor_count\": 4, \"overcorrect_relative_weight\": 0.03163629636150731, \"preserve_good_behavior_weight\": 0.5252736875890894, \"start_layer_index\": 23, \"steer_bad_behavior_weight\": 0.00010951582179492822}"}}
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| 20741 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1724,"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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| 20742 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1724,"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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| 20743 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1724,"param_name":"preserve_good_behavior_weight","param_value_internal":0.5252736875890894,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.0, \"log\": false}}"}
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| 20744 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1724,"param_name":"steer_bad_behavior_weight","param_value_internal":0.00010951582179492822,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0001, \"high\": 1.0, \"log\": true}}"}
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| 20745 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1724,"param_name":"overcorrect_relative_weight","param_value_internal":0.03163629636150731,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
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| 20746 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1724,"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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| 20747 |
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{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1724,"user_attr":{"parameters":{"start_layer_index":23,"end_layer_index":41,"preserve_good_behavior_weight":0.5252736875890894,"steer_bad_behavior_weight":0.00010464980735525906,"overcorrect_relative_weight":0.03893698013723977,"neighbor_count":4,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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| 20748 |
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{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1724,"user_attr":{"scores":[{"name":"Refusals","score":{"value":0.95,"rich_display":"[bold]95[/]/100","md_display":"95/100"},"baseline":{"value":0.98,"rich_display":"[bold]98[/]/100","md_display":"98/100"}},{"name":"KL divergence","score":{"value":0.0060987514443695545,"rich_display":"[bold]0.0061[/]","md_display":"0.0061"},"baseline":{"value":0,"rich_display":"[bold]0[/] [italic](by definition)[/]","md_display":"0 *(by definition)*"}}]}}
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| 20749 |
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{"op_code":6,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1724,"state":1,"values":[0.95,0.0060987514443695545],"datetime_complete":"2026-10-24T04:52:12.283620+00:00"}
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| 20750 |
+
{"op_code":4,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","study_id":0,"datetime_start":"2026-10-24T04:52:12.284208+00:00"}
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| 20751 |
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{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1725,"user_attr":{"index":1726}}
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| 20752 |
+
{"op_code":9,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1725,"system_attr":{"tpe:relative_params:0":"{\"end_layer_index\": 39, \"neighbor_count\": 1, \"overcorrect_relative_weight\": 0.027537789532602497, \"preserve_good_behavior_weight\": 0.807307560983872, \"start_layer_index\": 23, \"steer_bad_behavior_weight\": 0.0001365807001220451}"}}
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| 20753 |
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{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1725,"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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| 20754 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1725,"param_name":"end_layer_index","param_value_internal":39.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 25, \"high\": 49}}"}
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| 20755 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1725,"param_name":"preserve_good_behavior_weight","param_value_internal":0.807307560983872,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.0, \"log\": false}}"}
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| 20756 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1725,"param_name":"steer_bad_behavior_weight","param_value_internal":0.0001365807001220451,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0001, \"high\": 1.0, \"log\": true}}"}
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| 20757 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1725,"param_name":"overcorrect_relative_weight","param_value_internal":0.027537789532602497,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
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| 20758 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1725,"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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| 20759 |
+
{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1725,"user_attr":{"parameters":{"start_layer_index":23,"end_layer_index":39,"preserve_good_behavior_weight":0.807307560983872,"steer_bad_behavior_weight":0.00011686774581639077,"overcorrect_relative_weight":0.033892664040126155,"neighbor_count":1,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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| 20760 |
+
{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1725,"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":0.004594515077769756,"rich_display":"[bold]0.0046[/]","md_display":"0.0046"},"baseline":{"value":0,"rich_display":"[bold]0[/] [italic](by definition)[/]","md_display":"0 *(by definition)*"}}]}}
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| 20761 |
+
{"op_code":6,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1725,"state":1,"values":[0.97,0.004594515077769756],"datetime_complete":"2026-10-24T04:53:06.576258+00:00"}
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| 20762 |
+
{"op_code":4,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","study_id":0,"datetime_start":"2026-10-24T04:53:06.576927+00:00"}
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| 20763 |
+
{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1726,"user_attr":{"index":1727}}
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| 20764 |
+
{"op_code":9,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1726,"system_attr":{"tpe:relative_params:0":"{\"end_layer_index\": 39, \"neighbor_count\": 3, \"overcorrect_relative_weight\": 0.7823077072340567, \"preserve_good_behavior_weight\": 0.32124397504321095, \"start_layer_index\": 22, \"steer_bad_behavior_weight\": 0.029618894302436433}"}}
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| 20765 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1726,"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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| 20766 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1726,"param_name":"end_layer_index","param_value_internal":39.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 25, \"high\": 49}}"}
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| 20767 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1726,"param_name":"preserve_good_behavior_weight","param_value_internal":0.32124397504321095,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.0, \"log\": false}}"}
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| 20768 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1726,"param_name":"steer_bad_behavior_weight","param_value_internal":0.029618894302436433,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0001, \"high\": 1.0, \"log\": true}}"}
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| 20769 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1726,"param_name":"overcorrect_relative_weight","param_value_internal":0.7823077072340567,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
|
| 20770 |
+
{"op_code":5,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1726,"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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| 20771 |
+
{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1726,"user_attr":{"parameters":{"start_layer_index":22,"end_layer_index":39,"preserve_good_behavior_weight":0.32124397504321095,"steer_bad_behavior_weight":0.0017210140703212303,"overcorrect_relative_weight":0.9628402550573006,"neighbor_count":3,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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| 20772 |
+
{"op_code":8,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1726,"user_attr":{"scores":[{"name":"Refusals","score":{"value":0.66,"rich_display":"[bold]66[/]/100","md_display":"66/100"},"baseline":{"value":0.98,"rich_display":"[bold]98[/]/100","md_display":"98/100"}},{"name":"KL divergence","score":{"value":0.014996427111327648,"rich_display":"[bold]0.0150[/]","md_display":"0.0150"},"baseline":{"value":0,"rich_display":"[bold]0[/] [italic](by definition)[/]","md_display":"0 *(by definition)*"}}]}}
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| 20773 |
+
{"op_code":6,"worker_id":"c99c3b6b-75d0-4176-9ff5-9ae33526fc2d-140144717083520","trial_id":1726,"state":1,"values":[0.66,0.014996427111327648],"datetime_complete":"2026-10-24T04:54:10.464891+00:00"}
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