| { |
| "release": "Index-Translate-2B-MLX-4bit", |
| "created": "2026-10-01T07:12:12Z", |
| "source": { |
| "checkpoint": "Index-Translate-2B", |
| "weights_file": "model.safetensors", |
| "weights_sha256": "2f499211fe352913464be69365e2e5724f913051efb3ae2b6fd0fa617a4c0b60", |
| "weights_bytes": 4548216776, |
| "tensors_total": 632, |
| "params_total": 2274069824 |
| }, |
| "transform": { |
| "description": "mlx-lm qwen3_5 sanitization + optional affine quantization", |
| "dropped_prefixes": [ |
| "model.visual.*", |
| "mtp.*" |
| ], |
| "renamed": { |
| "model.language_model.*": "language_model.model.*" |
| }, |
| "conv1d": "moveaxis(2, 1); HF [C, 1, K] -> MLX [C, K, 1]", |
| "norm_shift": "+1.0 on RMSNorm weights (source ships MTP weights)", |
| "quantized_modules": "every Linear/Embedding weight (mlx nn.quantize default set)" |
| }, |
| "quantization": { |
| "mode": "affine", |
| "bits": 4, |
| "group_size": 64 |
| }, |
| "params": { |
| "total": 2274069824, |
| "quantized": 1881276416, |
| "unquantized": 548672, |
| "tensors_quantized": 187, |
| "tensors_kept": 133 |
| }, |
| "outputs": { |
| "model.safetensors": { |
| "bytes": 1059404317, |
| "sha256": "15de5bf127c59b14c29ab80967a942848f473f2dc153614a11685368e533c569" |
| } |
| }, |
| "tooling": { |
| "python": "3.14.7", |
| "mlx": "0.32.1", |
| "mlx_lm": "0.31.3" |
| }, |
| "elapsed_seconds": 60.1, |
| "published_as": "zerodegress/Index-Translate-2B-MLX-4bit" |
| } |
|
|
