Automatic Speech Recognition
MLX
Safetensors
English
cohere_asr
speech-to-text
audio
quantized
8bit
custom_code
8-bit precision
Instructions to use beshkenadze/cohere-transcribe-03-2026-mlx-8bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use beshkenadze/cohere-transcribe-03-2026-mlx-8bit with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] huggingface-cli download --local-dir cohere-transcribe-03-2026-mlx-8bit beshkenadze/cohere-transcribe-03-2026-mlx-8bit
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
| { | |
| "repo_id": "CohereLabs/cohere-transcribe-03-2026", | |
| "source_snapshot": "/Users/akira/.cache/huggingface/hub/models--CohereLabs--cohere-transcribe-03-2026/snapshots/494db8a1d34a3aeb28e9ecf61bae9e7cdef455b9", | |
| "dtype": "float16", | |
| "num_output_tensors": 1896, | |
| "num_qkv_merges": 128, | |
| "output_file": "/Volumes/DATA/mlx-audio-swift/cohere_asr_tmp/mlx_converted/cohere_transcribe_mlx.safetensors", | |
| "sample_mappings": { | |
| "encoder.layers.0.conv.batch_norm.num_batches_tracked": "encoder.layers.0.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.1.conv.batch_norm.num_batches_tracked": "encoder.layers.1.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.10.conv.batch_norm.num_batches_tracked": "encoder.layers.10.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.11.conv.batch_norm.num_batches_tracked": "encoder.layers.11.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.12.conv.batch_norm.num_batches_tracked": "encoder.layers.12.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.13.conv.batch_norm.num_batches_tracked": "encoder.layers.13.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.14.conv.batch_norm.num_batches_tracked": "encoder.layers.14.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.15.conv.batch_norm.num_batches_tracked": "encoder.layers.15.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.16.conv.batch_norm.num_batches_tracked": "encoder.layers.16.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.17.conv.batch_norm.num_batches_tracked": "encoder.layers.17.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.18.conv.batch_norm.num_batches_tracked": "encoder.layers.18.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.19.conv.batch_norm.num_batches_tracked": "encoder.layers.19.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.2.conv.batch_norm.num_batches_tracked": "encoder.layers.2.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.20.conv.batch_norm.num_batches_tracked": "encoder.layers.20.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.21.conv.batch_norm.num_batches_tracked": "encoder.layers.21.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.22.conv.batch_norm.num_batches_tracked": "encoder.layers.22.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.23.conv.batch_norm.num_batches_tracked": "encoder.layers.23.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.24.conv.batch_norm.num_batches_tracked": "encoder.layers.24.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.25.conv.batch_norm.num_batches_tracked": "encoder.layers.25.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.26.conv.batch_norm.num_batches_tracked": "encoder.layers.26.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.27.conv.batch_norm.num_batches_tracked": "encoder.layers.27.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.28.conv.batch_norm.num_batches_tracked": "encoder.layers.28.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.29.conv.batch_norm.num_batches_tracked": "encoder.layers.29.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.3.conv.batch_norm.num_batches_tracked": "encoder.layers.3.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.30.conv.batch_norm.num_batches_tracked": "encoder.layers.30.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.31.conv.batch_norm.num_batches_tracked": "encoder.layers.31.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.32.conv.batch_norm.num_batches_tracked": "encoder.layers.32.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.33.conv.batch_norm.num_batches_tracked": "encoder.layers.33.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.34.conv.batch_norm.num_batches_tracked": "encoder.layers.34.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.35.conv.batch_norm.num_batches_tracked": "encoder.layers.35.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.36.conv.batch_norm.num_batches_tracked": "encoder.layers.36.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.37.conv.batch_norm.num_batches_tracked": "encoder.layers.37.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.38.conv.batch_norm.num_batches_tracked": "encoder.layers.38.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.39.conv.batch_norm.num_batches_tracked": "encoder.layers.39.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.4.conv.batch_norm.num_batches_tracked": "encoder.layers.4.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.40.conv.batch_norm.num_batches_tracked": "encoder.layers.40.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.41.conv.batch_norm.num_batches_tracked": "encoder.layers.41.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.42.conv.batch_norm.num_batches_tracked": "encoder.layers.42.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.43.conv.batch_norm.num_batches_tracked": "encoder.layers.43.conv.batch_norm.num_batches_tracked", | |
| "encoder.layers.44.conv.batch_norm.num_batches_tracked": "encoder.layers.44.conv.batch_norm.num_batches_tracked" | |
| }, | |
| "all_mappings_file": "/Volumes/DATA/mlx-audio-swift/cohere_asr_tmp/mlx_converted/key_map.json" | |
| } |