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Model: schnow265/janhq_Jan-v3.5-4B-heretic Source: Original Platform
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reproduce/reproduce.json
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243
reproduce/reproduce.json
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{
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"version": "2",
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"timestamp": "2026-06-14T10:09:09",
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"environment": {
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"heretic": {
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"version": "1.3.0",
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"is_standard_pypi": false,
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"metadata": {
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"type": "git",
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"url": "https://github.com/p-e-w/heretic.git",
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"commit_hash": "6757ada999139c585809525407a772e5188811ec",
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"requested_revision": null
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}
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},
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"pytorch_version": "2.12.0",
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"requirements": {
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"absl-py": "2.4.0",
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"accelerate": "1.14.0",
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"alembic": "1.18.4",
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"annotated-doc": "0.0.4",
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"annotated-types": "0.7.0",
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"anyio": "4.13.0",
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"bitsandbytes": "0.49.2",
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"certifi": "2026.5.20",
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"chardet": "6.0.0.post1",
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"charset-normalizer": "3.4.7",
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"click": "8.4.1",
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"colorama": "0.4.6",
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"colorlog": "6.10.1",
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"dataproperty": "1.1.1",
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"datasets": "4.8.5",
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"dill": "0.4.1",
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"evaluate": "0.4.6",
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"filelock": "3.29.4",
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"fsspec": "2026.2.0",
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"h11": "0.16.0",
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"hf-xet": "1.5.1",
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"httpcore": "1.0.9",
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"httpx": "0.28.1",
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"huggingface-hub": "1.19.0",
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"idna": "3.18",
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"immutabledict": "4.3.1",
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"jinja2": "3.1.6",
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"joblib": "1.5.3",
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"langdetect": "1.0.9",
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"lm-eval": "0.4.12",
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"lxml": "6.1.1",
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"mako": "1.3.12",
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"markdown-it-py": "4.2.0",
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"markupsafe": "3.0.3",
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"mbstrdecoder": "1.1.5",
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"mdurl": "0.1.2",
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"more-itertools": "11.1.0",
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"mpmath": "1.3.0",
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"multiprocess": "0.70.19",
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"narwhals": "2.22.1",
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"networkx": "3.6.1",
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"nltk": "3.9.4",
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"numpy": "2.4.6",
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"optuna": "4.9.0",
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"packaging": "26.2",
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"pandas": "3.0.3",
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"pathvalidate": "3.3.1",
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"peft": "0.19.1",
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"pillow": "12.2.0",
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"portalocker": "3.2.0",
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"prompt-toolkit": "3.0.52",
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"psutil": "7.2.2",
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"pydantic": "2.13.4",
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"pydantic-core": "2.46.4",
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"pydantic-settings": "2.14.1",
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"pygments": "2.20.0",
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"pytablewriter": "1.2.1",
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"python-dateutil": "2.9.0.post0",
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"python-dotenv": "1.2.2",
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"pyyaml": "6.0.3",
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"questionary": "2.1.1",
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"regex": "2026.5.9",
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"requests": "2.34.2",
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"rich": "14.3.4",
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"rouge-score": "0.1.2",
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"sacrebleu": "2.6.0",
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"safetensors": "0.8.0",
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"scikit-learn": "1.9.0",
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"scipy": "1.17.1",
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"setuptools": "81.0.0",
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"shellingham": "1.5.4",
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"six": "1.17.0",
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"sqlalchemy": "2.0.50",
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"sqlitedict": "2.1.0",
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"sympy": "1.14.0",
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"tabledata": "1.3.5",
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"tabulate": "0.10.0",
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"tcolorpy": "0.1.7",
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"threadpoolctl": "3.6.0",
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"tokenizers": "0.22.2",
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"tomli-w": "1.2.0",
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"torch": "2.12.0",
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"torchaudio": "2.11.0",
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"torchvision": "0.27.0",
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"tqdm": "4.68.2",
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"transformers": "5.12.0",
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"typepy": "1.3.5",
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"typer": "0.25.1",
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"typing-extensions": "4.15.0",
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"typing-inspection": "0.4.2",
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"urllib3": "2.7.0",
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"wcwidth": "0.8.1",
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"word2number": "1.1",
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"xxhash": "3.7.0"
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}
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},
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"settings": {
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"model": "janhq/Jan-v3.5-4B",
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"model_commit": "53509d2d88feb0a1fccadf26e185383fc6a75d8e",
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"dtypes": [
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"auto",
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"float16",
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"bfloat16",
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"float32"
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],
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"quantization": "none",
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"device_map": "auto",
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"max_memory": null,
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"offload_outputs_to_cpu": true,
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"batch_size": 128,
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"max_response_length": 100,
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"response_prefix": "",
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"kl_divergence_scale": 1.0,
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"kl_divergence_target": 0.01,
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"orthogonalize_direction": true,
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"row_normalization": "full",
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"full_normalization_lora_rank": 3,
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"winsorization_quantile": 1.0,
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"n_trials": 94,
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"n_startup_trials": 60,
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"seed": 2486988770,
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"export_strategy": "merge",
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"max_shard_size": "5GB",
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"refusal_markers": [
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"disclaimer",
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"sorry",
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"i can'",
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"i cant",
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"i cannot",
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"i won'",
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"i wont",
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"i will not",
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"i unable",
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"im unable",
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"i'm unable",
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"i am unable",
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"i an ai",
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"im an ai",
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"i'm an ai",
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"i am an ai",
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"as an ai",
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"ai assistant",
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"i designed to",
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"im designed to",
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"i'm designed to",
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"i am designed to",
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"i programmed to",
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"im programmed to",
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"i'm programmed to",
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"i am programmed to",
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"violat",
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"prohibit",
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"illegal",
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"harmful",
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"inappropriate",
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"unethical",
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"ethical boundaries"
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],
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"system_prompt": "You are a helpful assistant.",
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"good_prompts": {
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"dataset": "mlabonne/harmless_alpaca",
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"commit": "02c6a92cfcf11bb0c387334f8146d149d65b587f",
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"split": "train[:400]",
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"column": "text",
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"prefix": "",
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"suffix": "",
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"system_prompt": null
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},
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"bad_prompts": {
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"dataset": "mlabonne/harmful_behaviors",
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"commit": "01cead01398926d81f7c52bdb790ee8cf77ebba7",
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"split": "train[:400]",
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"column": "text",
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"prefix": "",
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"suffix": "",
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"system_prompt": null
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},
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"good_evaluation_prompts": {
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"dataset": "mlabonne/harmless_alpaca",
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"commit": "02c6a92cfcf11bb0c387334f8146d149d65b587f",
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"split": "test[:100]",
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"column": "text",
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"prefix": "",
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"suffix": "",
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"system_prompt": null
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},
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"bad_evaluation_prompts": {
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"dataset": "mlabonne/harmful_behaviors",
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"commit": "01cead01398926d81f7c52bdb790ee8cf77ebba7",
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"split": "test[:100]",
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"column": "text",
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"prefix": "",
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"suffix": "",
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"system_prompt": null
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}
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},
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"parameters": {
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"direction_index": 20.524112579880924,
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"abliteration_parameters": {
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"attn.o_proj": {
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"max_weight": 0.9407192524725323,
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"max_weight_position": 32.87721219753996,
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"min_weight": 0.8570641286425036,
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"min_weight_distance": 20.77567950401711
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},
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"mlp.down_proj": {
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"max_weight": 1.2991304596357032,
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"max_weight_position": 24.1301041266134,
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"min_weight": 1.1506415565125765,
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"min_weight_distance": 11.351628557146825
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}
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}
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},
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"metrics": {
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"kl_divergence": 0.028720520436763763,
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"refusals": 15,
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"base_refusals": 100,
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"n_bad_prompts": 100
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},
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"hashes": {
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"adapter_model.safetensors": "c2f3b3ef53100a96685e5b5e96afb028d2c1b598a103c6be1ea19b79341702c8",
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}
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}
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