# littoralai/cohere-transcribe-mlx-8bit

Model from Hugging Face for automatic speech recognition: littoralai/cohere-transcribe-mlx-8bit · mlx

## Facts

- Type: Audio
- Task: automatic-speech-recognition
- Framework: mlx
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://huggingface.co/littoralai/cohere-transcribe-mlx-8bit/blob/main/LICENSE)
- Source: https://huggingface.co/littoralai/cohere-transcribe-mlx-8bit
- Hosting: hosted (9 files)
- Files: 9 hosted of 17 listed
- File counts: "listed" is every file in the source repository; only hosted files download from Hugging Bay, and the download plan lists the files it selects for one download, so its count can differ.
- Hosted here: 9 files, 2.42 GB
- Full repo upstream: 2.42 GB
- Recommended file: 2.42 GB · model.safetensors
- Download: https://huggingbay.xyz/artifact/hf-model-littoralai-cohere-transcribe-mlx-8bit/files (download plan: https://huggingbay.xyz/api/artifacts/hf-model-littoralai-cohere-transcribe-mlx-8bit/download-plan)
- Per-file SHA-256: available for 9 of 9 hosted files via https://huggingbay.xyz/api/artifacts/hf-model-littoralai-cohere-transcribe-mlx-8bit/files?limit=100
- Run-ready: no (Hugging Bay has not certified a run path for this model; hosted bytes are downloadable and hash-checkable only)
- Peer-assisted fallbacks: 0 verified, 0 pending review
- Downloads: 77
- Stars: 0
- Card completeness: 96%

## Description

External Hugging Face catalog record for littoralai/cohere-transcribe-mlx-8bit. Task: automatic speech recognition. Library: mlx. Languages: multilingual. Base model: CohereLabs/cohere-transcribe-03-2026. Popularity signal at import: 77 downloads and 0 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: automatic-speech-recognition
- Library: mlx
- Base model: CohereLabs/cohere-transcribe-03-2026
- Task categories: automatic-speech-recognition
- Languages: multilingual
- File hints: 16 upstream file samples

## File Hints

- .gitattributes (1.5 KB)
- LICENSE (11 KB)
- README.md (1.3 KB)
- config.json (4.8 KB)
- configuration_cohere_asr.py (1.8 KB)
- generation_config.json (234 B)
- model.safetensors (2.3 GB) LFS
- model.safetensors.index.json (238 KB)
- modeling_cohere_asr.py (63 KB)
- preprocessor_config.json (420 B)
- processing_cohere_asr.py (20 KB)
- processor_config.json (131 B)

## Quality Checklist

- Summary: passed
- Description: passed
- Model card metadata: passed
- License: passed
- Provenance: passed
- File inventory: passed
- Hosted bytes: passed
- Scan result: passed
- Manifest signature: passed

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-24T16:15:35.433Z.
- Open license detected as apache-2.0.
- Not a run kit: hosted, hash-checked bytes only; run readiness is not certified for this model yet.

## Actions

- Web: https://huggingbay.xyz/artifact/hf-model-littoralai-cohere-transcribe-mlx-8bit
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-littoralai-cohere-transcribe-mlx-8bit/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-littoralai-cohere-transcribe-mlx-8bit/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-littoralai-cohere-transcribe-mlx-8bit/distribution
- Manifest: https://huggingbay.xyz/api/manifests/hf-model-littoralai-cohere-transcribe-mlx-8bit
- Download plan (per-file SHA-256 + signed download URLs): https://huggingbay.xyz/api/artifacts/hf-model-littoralai-cohere-transcribe-mlx-8bit/download-plan
- Hosted download rows: https://huggingbay.xyz/api/downloadable-files?artifactId=hf-model-littoralai-cohere-transcribe-mlx-8bit&limit=100
- Request mirror: not applicable.
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-littoralai-cohere-transcribe-mlx-8bit/decentralized-fallbacks