{ "base_model": "WaveCut/Nanbeige4.2-3B-heretic", "base_model_commit": "0bacc89d0cdf2ec9fe55987ae7253268465be9dc", "mlx_lm_revision": "cf10f962b7a20e63a6df43dbf0faf06070153d40", "quantization": { "method": "DWQ", "bits": 4, "group_size": 32, "effective_bits_per_weight": 5.0, "trainable_fraction": 0.06253, "initial_validation_loss": 0.284, "final_validation_loss": 0.043 }, "calibration": { "seed": 20260722, "train_samples": 1024, "validation_samples": 32, "max_sequence_length": 1025, "batch_size": 4, "corpus_sha256": "a7cfdbe02c124304bf1282bbd5ed7162bfa72dec6750b60ed2d3a68000c7a554" }, "smoke": { "returncode": 0, "wall_seconds": 7.366, "generation_tokens_per_second": 97.959, "peak_memory_gb": 2.709, "output": "```python\ndef clamp(value, low, high):\n \"\"\"Clamp a value to the inclusive range [low, high].\"\"\"\n return max(low, min(value, high))\n```", "passed": true }, "files": [ { "name": "README.md", "size": 1879, "sha256": "b0de81373ec5ab5630d579de1d4841c80a0d19f2eae67e846a6291330b3865de" }, { "name": "calibration-metadata.json", "size": 656, "sha256": "8badc388221aadecb0ba0bc2f478d1b93489d0802918c587c5dae6c3246ad966" }, { "name": "chat_template.jinja", "size": 8362, "sha256": "cb1699773afe04d17eacf8d0802feabac9ec10c3061e280f3121754aa749d87d" }, { "name": "config.json", "size": 1342, "sha256": "8e86c6a6f44519f7c897b1ab4a8b1c93f1d4d741a6db7dfe86eb1da133b44783" }, { "name": "generation_config.json", "size": 187, "sha256": "68c690ce23efb6caae30c006ff3c1efd826297ff1df4338c04f7ac6f685d8746" }, { "name": "mlx-lm-dwq.patch", "size": 2291, "sha256": "7eb566eafe939bba08b5b341b67d224379fb8d4750cb63fbc064222b246524dd" }, { "name": "model.safetensors", "size": 2606373808, "sha256": "52e7814c8360d050c1411ccd08210cdf15c5c97b131c8a278f1cf883c424f289" }, { "name": "model.safetensors.index.json", "size": 36121, "sha256": "0b5be7986ad071fe5fd4ceda75c6910ce37520d1033ed6077f06451ae132445b" }, { "name": "nanbeige_mlx.py", "size": 10284, "sha256": "9ec6dec2cddb4129918f6b79657feae376c4b7b4008c26fc9951b00baedcf890" }, { "name": "smoke-mlx.json", "size": 300, "sha256": "0ec9d5e5343a708a9b2e1f06c5fa93a519cc6a5727b22417ea24bad1f81e7019" }, { "name": "tokenizer.json", "size": 18450976, "sha256": "a002676e923776f5a59d21320d667920e732000f7762fb72e6be6e911790e060" }, { "name": "tokenizer_config.json", "size": 492, "sha256": "b94dfdd9f7b774c3770a7722dea064a11207d8e8812563968161c51151832f25" } ] }