# Musci-research/Musci-ASR-2.4B

Model from Hugging Face for automatic speech recognition: Musci-research/Musci-ASR-2.4B · transformers

## Facts

- Type: Audio
- Task: automatic-speech-recognition
- Framework: transformers
- License: apache-2.0 — Permissive open license: commercial use, modification, and redistribution are permitted. (https://spdx.org/licenses/Apache-2.0.html)
- Source: https://huggingface.co/Musci-research/Musci-ASR-2.4B
- Hosting: unknown (no download location recorded)
- Files: 17 listed, none hosted here
- Needs its own code to run: Uses custom model code (modeling_Musci.py). Plain llama.cpp, Ollama and LM Studio commands are not offered for this model unless a GGUF file is 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: availability unknown
- Full repo upstream: 4.85 GB
- Recommended file: 4.84 GB · model-00000-of-00001.safetensors
- Parameters: 2.4B
- Download: none recorded
- Per-file SHA-256: not available (no files hosted on Hugging Bay)
- 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: 93
- Stars: 3
- Card completeness: 96%

## Description

External Hugging Face catalog record for Musci-research/Musci-ASR-2.4B. Task: automatic speech recognition. Library: transformers. Languages: en. Datasets referenced by card metadata: openslr/librispeech_asr, speechcolab/gigaspeech, mozilla-foundation/common_voice_17_0, facebook/voxpopuli, edinburghcstr/ami, anton-l/earnings22. Includes 1 model-card evaluation signal. Popularity signal at import: 10 downloads and 3 likes.

## Model Card Facts

- Declared license: apache-2.0
- Pipeline: automatic-speech-recognition
- Library: transformers
- Task categories: automatic-speech-recognition
- Languages: en
- Referenced datasets: openslr/librispeech_asr, speechcolab/gigaspeech, mozilla-foundation/common_voice_17_0, facebook/voxpopuli, edinburghcstr/ami, anton-l/earnings22, kensho/spgispeech
- Metrics: wer
- Model-index entries: Musci-ASR-2.4B
- Evaluation signals: 1 model-card eval result
- File hints: 16 upstream file samples

## Evaluation Signals

- Open ASR Leaderboard: Average WER = 4.87 (automatic-speech-recognition)

## Referenced Data

- Dataset: openslr/librispeech_asr
- Dataset: speechcolab/gigaspeech
- Dataset: mozilla-foundation/common_voice_17_0
- Dataset: facebook/voxpopuli
- Dataset: edinburghcstr/ami
- Dataset: anton-l/earnings22
- Dataset: kensho/spgispeech

## File Hints

- .eval_results/open_asr_leaderboard.yaml (1.9 KB)
- .gitattributes (1.4 KB)
- README.md (4.8 KB)
- added_tokens.json (707 B)
- chat_template.jinja (4.1 KB)
- chat_template_default.py (1.6 KB)
- config.json (3.5 KB)
- generation_config.json (69 B)
- merges.txt (1.6 MB)
- model-00000-of-00001.safetensors (4.5 GB) LFS
- model.safetensors.index.json (76 KB)
- modeling_Musci.py (13 KB)

## 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: pending

## Safety Notes

- External catalog metadata imported from Hugging Face public API on 2026-09-03T23:19:12.870Z.
- Open license detected as apache-2.0.
- Model-index metadata found for Musci-ASR-2.4B.
- Model card references dataset context: openslr/librispeech_asr, speechcolab/gigaspeech, mozilla-foundation/common_voice_17_0, facebook/voxpopuli.
- Not locally hosted, mirrored, signed, or rescanned by Hugging Bay.
- 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-musci-research-musci-asr-2-4b
- Files API: https://huggingbay.xyz/api/artifacts/hf-model-musci-research-musci-asr-2-4b/files?limit=100
- Metadata: https://huggingbay.xyz/api/artifacts/hf-model-musci-research-musci-asr-2-4b/metadata.json
- Distribution: https://huggingbay.xyz/api/artifacts/hf-model-musci-research-musci-asr-2-4b/distribution
- Manifest: not available until files are hosted and release checks pass.
- Request mirror: POST https://huggingbay.xyz/api/artifacts/hf-model-musci-research-musci-asr-2-4b/mirror-request
- Submit peer fallback for review: POST https://huggingbay.xyz/api/artifacts/hf-model-musci-research-musci-asr-2-4b/decentralized-fallbacks