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
CHANGED
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| 17867 |
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1485,"param_name":"overcorrect_relative_weight","param_value_internal":0.8096779325815535,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
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| 17868 |
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1485,"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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| 17869 |
{"op_code":8,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1485,"user_attr":{"parameters":{"start_layer_index":23,"end_layer_index":35,"preserve_good_behavior_weight":0.3295930628497981,"steer_bad_behavior_weight":0.0064180808911103475,"overcorrect_relative_weight":0.9965266862542198,"neighbor_count":8,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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| 17867 |
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1485,"param_name":"overcorrect_relative_weight","param_value_internal":0.8096779325815535,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
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| 17868 |
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1485,"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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| 17869 |
{"op_code":8,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1485,"user_attr":{"parameters":{"start_layer_index":23,"end_layer_index":35,"preserve_good_behavior_weight":0.3295930628497981,"steer_bad_behavior_weight":0.0064180808911103475,"overcorrect_relative_weight":0.9965266862542198,"neighbor_count":8,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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| 17870 |
+
{"op_code":8,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1485,"user_attr":{"scores":[{"name":"Refusals","score":{"value":0.25,"rich_display":"[bold]25[/]/100","md_display":"25/100"},"baseline":{"value":0.98,"rich_display":"[bold]98[/]/100","md_display":"98/100"}},{"name":"KL divergence","score":{"value":0.03208053484559059,"rich_display":"[bold]0.0321[/]","md_display":"0.0321"},"baseline":{"value":0,"rich_display":"[bold]0[/] [italic](by definition)[/]","md_display":"0 *(by definition)*"}}]}}
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| 17871 |
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{"op_code":6,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1485,"state":1,"values":[0.25,0.03208053484559059],"datetime_complete":"2026-10-23T23:50:07.312829+00:00"}
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| 17872 |
+
{"op_code":4,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","study_id":0,"datetime_start":"2026-10-23T23:50:07.313426+00:00"}
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| 17873 |
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{"op_code":8,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1486,"user_attr":{"index":1487}}
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| 17874 |
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{"op_code":9,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1486,"system_attr":{"tpe:relative_params:0":"{\"end_layer_index\": 42, \"neighbor_count\": 5, \"overcorrect_relative_weight\": 0.9195068758882823, \"preserve_good_behavior_weight\": 0.3031598136464493, \"start_layer_index\": 24, \"steer_bad_behavior_weight\": 0.0015171251093318817}"}}
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| 17875 |
+
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1486,"param_name":"start_layer_index","param_value_internal":24.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 0, \"high\": 24}}"}
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| 17876 |
+
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1486,"param_name":"end_layer_index","param_value_internal":42.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 25, \"high\": 49}}"}
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| 17877 |
+
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1486,"param_name":"preserve_good_behavior_weight","param_value_internal":0.3031598136464493,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.0, \"log\": false}}"}
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| 17878 |
+
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1486,"param_name":"steer_bad_behavior_weight","param_value_internal":0.0015171251093318817,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0001, \"high\": 1.0, \"log\": true}}"}
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| 17879 |
+
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1486,"param_name":"overcorrect_relative_weight","param_value_internal":0.9195068758882823,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
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| 17880 |
+
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1486,"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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| 17881 |
+
{"op_code":8,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1486,"user_attr":{"parameters":{"start_layer_index":24,"end_layer_index":42,"preserve_good_behavior_weight":0.3031598136464493,"steer_bad_behavior_weight":0.00038950290234244524,"overcorrect_relative_weight":1.1317007703240398,"neighbor_count":5,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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| 17882 |
+
{"op_code":8,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1486,"user_attr":{"scores":[{"name":"Refusals","score":{"value":0.0,"rich_display":"[bold]0[/]/100","md_display":"0/100"},"baseline":{"value":0.98,"rich_display":"[bold]98[/]/100","md_display":"98/100"}},{"name":"KL divergence","score":{"value":1.0536108016967773,"rich_display":"[bold]1.0536[/]","md_display":"1.0536"},"baseline":{"value":0,"rich_display":"[bold]0[/] [italic](by definition)[/]","md_display":"0 *(by definition)*"}}]}}
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| 17883 |
+
{"op_code":6,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1486,"state":1,"values":[0.0,1.0536108016967773],"datetime_complete":"2026-10-23T23:51:09.008354+00:00"}
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| 17884 |
+
{"op_code":4,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","study_id":0,"datetime_start":"2026-10-23T23:51:09.008882+00:00"}
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| 17885 |
+
{"op_code":8,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1487,"user_attr":{"index":1488}}
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| 17886 |
+
{"op_code":9,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1487,"system_attr":{"tpe:relative_params:0":"{\"end_layer_index\": 38, \"neighbor_count\": 8, \"overcorrect_relative_weight\": 0.8012316680307642, \"preserve_good_behavior_weight\": 0.2761314779817883, \"start_layer_index\": 22, \"steer_bad_behavior_weight\": 0.21883031997198168}"}}
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| 17887 |
+
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1487,"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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| 17888 |
+
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1487,"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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| 17889 |
+
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1487,"param_name":"preserve_good_behavior_weight","param_value_internal":0.2761314779817883,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.0, \"log\": false}}"}
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| 17890 |
+
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1487,"param_name":"steer_bad_behavior_weight","param_value_internal":0.21883031997198168,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0001, \"high\": 1.0, \"log\": true}}"}
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| 17891 |
+
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1487,"param_name":"overcorrect_relative_weight","param_value_internal":0.8012316680307642,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
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| 17892 |
+
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1487,"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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| 17893 |
+
{"op_code":8,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1487,"user_attr":{"parameters":{"start_layer_index":22,"end_layer_index":38,"preserve_good_behavior_weight":0.2761314779817883,"steer_bad_behavior_weight":0.00467793031128064,"overcorrect_relative_weight":0.9861312837301713,"neighbor_count":8,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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| 17894 |
+
{"op_code":8,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1487,"user_attr":{"scores":[{"name":"Refusals","score":{"value":0.18,"rich_display":"[bold]18[/]/100","md_display":"18/100"},"baseline":{"value":0.98,"rich_display":"[bold]98[/]/100","md_display":"98/100"}},{"name":"KL divergence","score":{"value":0.027045562863349915,"rich_display":"[bold]0.0270[/]","md_display":"0.0270"},"baseline":{"value":0,"rich_display":"[bold]0[/] [italic](by definition)[/]","md_display":"0 *(by definition)*"}}]}}
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| 17895 |
+
{"op_code":6,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1487,"state":1,"values":[0.18,0.027045562863349915],"datetime_complete":"2026-10-23T23:52:10.448212+00:00"}
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| 17896 |
+
{"op_code":4,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","study_id":0,"datetime_start":"2026-10-23T23:52:10.448735+00:00"}
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| 17897 |
+
{"op_code":8,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1488,"user_attr":{"index":1489}}
|
| 17898 |
+
{"op_code":9,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1488,"system_attr":{"tpe:relative_params:0":"{\"end_layer_index\": 38, \"neighbor_count\": 8, \"overcorrect_relative_weight\": 0.8082720918198342, \"preserve_good_behavior_weight\": 0.2719483585866398, \"start_layer_index\": 22, \"steer_bad_behavior_weight\": 0.2734299836158607}"}}
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| 17899 |
+
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1488,"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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| 17900 |
+
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1488,"param_name":"end_layer_index","param_value_internal":38.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 25, \"high\": 49}}"}
|
| 17901 |
+
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1488,"param_name":"preserve_good_behavior_weight","param_value_internal":0.2719483585866398,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.0, \"log\": false}}"}
|
| 17902 |
+
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1488,"param_name":"steer_bad_behavior_weight","param_value_internal":0.2734299836158607,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0001, \"high\": 1.0, \"log\": true}}"}
|
| 17903 |
+
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1488,"param_name":"overcorrect_relative_weight","param_value_internal":0.8082720918198342,"distribution":"{\"name\": \"FloatDistribution\", \"attributes\": {\"step\": null, \"low\": 0.0, \"high\": 1.3, \"log\": false}}"}
|
| 17904 |
+
{"op_code":5,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1488,"param_name":"neighbor_count","param_value_internal":8.0,"distribution":"{\"name\": \"IntDistribution\", \"attributes\": {\"log\": false, \"step\": 1, \"low\": 1, \"high\": 15}}"}
|
| 17905 |
+
{"op_code":8,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1488,"user_attr":{"parameters":{"start_layer_index":22,"end_layer_index":38,"preserve_good_behavior_weight":0.2719483585866398,"steer_bad_behavior_weight":0.005229053294965172,"overcorrect_relative_weight":0.9947964207013344,"neighbor_count":8,"loss_mode":"relative","shared_expert_components":["up_proj","gate_proj"]}}}
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| 17906 |
+
{"op_code":8,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1488,"user_attr":{"scores":[{"name":"Refusals","score":{"value":0.1,"rich_display":"[bold]10[/]/100","md_display":"10/100"},"baseline":{"value":0.98,"rich_display":"[bold]98[/]/100","md_display":"98/100"}},{"name":"KL divergence","score":{"value":0.03571182116866112,"rich_display":"[bold]0.0357[/]","md_display":"0.0357"},"baseline":{"value":0,"rich_display":"[bold]0[/] [italic](by definition)[/]","md_display":"0 *(by definition)*"}}]}}
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| 17907 |
+
{"op_code":6,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","trial_id":1488,"state":1,"values":[0.1,0.03571182116866112],"datetime_complete":"2026-10-23T23:53:11.820596+00:00"}
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| 17908 |
+
{"op_code":4,"worker_id":"e9763d9e-c4dd-461e-9ff0-c4a681f3caba-139881331495808","study_id":0,"datetime_start":"2026-10-23T23:53:11.821084+00:00"}
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