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Model: realoperator42/granite-4.1-3b-heretic Source: Original Platform
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289
reproduce/reproduce.json
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289
reproduce/reproduce.json
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{
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"version": "2",
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"timestamp": "2026-07-16T15:25:02",
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"system": {
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"python": {
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"version": "3.12.3",
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"implementation": "CPython",
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"compiler": "GCC 13.3.0",
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"environment": "System"
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},
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"os": {
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"platform": "Linux-6.8.0-124-generic-x86_64-with-glibc2.39",
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"machine": "x86_64"
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},
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"cpu": {
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"brand": "AMD EPYC 7352 24-Core Processor",
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"vendor": "AuthenticAMD",
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"family": 23,
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"model": 49,
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"stepping": null
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},
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"accelerators": {
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"type": "CUDA",
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"api_name": "CUDA Version",
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"api_version": "12.8",
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"driver_version": "580.159.04",
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"devices": [
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{
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"name": "NVIDIA RTX 2000 Ada Generation",
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"vram_gb": 15.57
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}
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]
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}
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},
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"environment": {
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"heretic": {
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"version": "1.4.0",
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"is_standard_pypi": true,
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"metadata": {
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"type": "pypi"
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}
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},
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"pytorch_version": "2.8.0+cu128",
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"requirements": {
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"absl-py": "2.5.0",
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"accelerate": "1.14.0",
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"alembic": "1.18.5",
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"annotated-doc": "0.0.4",
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"annotated-types": "0.7.0",
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"anyio": "4.11.0",
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"bitsandbytes": "0.49.2",
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"certifi": "2025.10.5",
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"chardet": "6.0.0.post1",
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"charset-normalizer": "3.4.3",
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"click": "8.4.2",
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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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"defusedxml": "0.7.1",
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"dill": "0.4.1",
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"evaluate": "0.4.6",
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"filelock": "3.20.0",
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"fsspec": "2024.6.1",
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"greenlet": "3.5.3",
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"h11": "0.16.0",
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"heretic-llm": "1.4.0",
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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": "1.23.0",
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"idna": "3.10",
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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": "2.24.0",
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"networkx": "3.3",
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"nltk": "3.10.0",
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"numpy": "2.5.1",
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"nvidia-cublas-cu12": "12.8.4.1",
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"nvidia-cuda-cupti-cu12": "12.8.90",
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"nvidia-cuda-nvrtc-cu12": "12.8.93",
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"nvidia-cuda-runtime-cu12": "12.8.90",
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"nvidia-cudnn-cu12": "9.10.2.21",
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"nvidia-cufft-cu12": "11.3.3.83",
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"nvidia-cufile-cu12": "1.13.1.3",
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"nvidia-curand-cu12": "10.3.9.90",
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"nvidia-cusolver-cu12": "11.7.3.90",
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"nvidia-cusparse-cu12": "12.5.8.93",
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"nvidia-cusparselt-cu12": "0.7.1",
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"nvidia-nccl-cu12": "2.27.3",
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"nvidia-nvjitlink-cu12": "12.8.93",
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"nvidia-nvtx-cu12": "12.8.90",
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"optuna": "4.9.0",
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"packaging": "25.0",
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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": "11.0.0",
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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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"py-cpuinfo": "9.0.0",
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"pyarrow": "25.0.0",
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"pydantic": "2.13.4",
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"pydantic-core": "2.46.4",
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"pydantic-settings": "2.14.2",
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"pygments": "2.19.2",
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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": "2026.7.10",
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"requests": "2.32.5",
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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": "1.18.0",
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"setuptools": "80.9.0",
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"shellingham": "1.5.4",
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"six": "1.16.0",
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"sniffio": "1.3.1",
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"sqlalchemy": "2.0.51",
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"sqlitedict": "2.1.0",
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"sympy": "1.13.3",
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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": "2.8.0",
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"torchaudio": "2.8.0",
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"torchvision": "0.23.0",
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"tqdm": "4.68.4",
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"transformers": "5.14.1",
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"triton": "3.4.0",
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"typepy": "1.3.5",
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"typer": "0.27.0",
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"typing-extensions": "4.15.0",
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"typing-inspection": "0.4.2",
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"urllib3": "2.5.0",
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"wcwidth": "0.2.14",
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"word2number": "1.1",
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"xxhash": "3.8.1"
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}
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},
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"settings": {
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"model": "ibm-granite/granite-4.1-3b",
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"model_commit": "c0650403e44e78ec0262dab1c90914c65b196c4e",
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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": 243,
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"n_startup_trials": 60,
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"seed": 3910228252,
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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": 28.14453116893401,
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"abliteration_parameters": {
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"attn.o_proj": {
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"max_weight": 1.3271139399577827,
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"max_weight_position": 26.333468945086523,
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"min_weight": 0.7448466888524443,
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"min_weight_distance": 13.867785874040553
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},
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"mlp.down_proj": {
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"max_weight": 1.4693890801783116,
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"max_weight_position": 27.145534949623055,
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"min_weight": 0.10514949811491742,
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"min_weight_distance": 13.111430838869374
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}
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}
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},
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"metrics": {
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"kl_divergence": 0.26034241914749146,
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"refusals": 3,
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"base_refusals": 88,
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"n_bad_prompts": 100
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},
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"hashes": {
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"model-00001-of-00002.safetensors": "9bc8a7ae6c6c30038da0224dc4b6f7cfb18ab79d317ab21d34c51aefea33bf94",
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"model-00002-of-00002.safetensors": "0778c4467e9e4b6dbdc289fff2e3dc30fd3785c031d72094721145b73e3ab0f3"
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}
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}
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