Fabio
c36510c21e
Some checks failed
Linux Build / Linux cpu (push) Has been cancelled
Linux Build / Linux cpu-clang (push) Has been cancelled
Linux Build / Linux vulkan (push) Has been cancelled
mac-build / macOS CPU (push) Has been cancelled
Nix Build / Nix (cpu) (push) Has been cancelled
Nix Build / Nix (vulkan) (push) Has been cancelled
windows-build / Windows CPU (push) Has been cancelled
65 lines
2.5 KiB
Markdown
65 lines
2.5 KiB
Markdown
# Cohere Transcribe
|
|
|
|
[Cohere Transcribe](https://huggingface.co/CohereLabs/cohere-transcribe-03-2026)
|
|
is a multilingual speech recognition model released under Apache-2.0.
|
|
|
|
| Field | Value |
|
|
|---|---|
|
|
| Family | `cohere_asr` |
|
|
| Task | `asr` |
|
|
| Mode | `offline` |
|
|
| Output | Transcript text |
|
|
| Long-form audio | Quiet-energy chunks, up to 35 seconds each |
|
|
| Languages | English, French, German, Spanish, Italian, Portuguese, Dutch, Polish, Greek, Arabic, Japanese, Chinese, Vietnamese, Korean |
|
|
|
|
## Install
|
|
|
|
```bash
|
|
python3 tools/model_manager_v2.py install cohere_transcribe_bf16
|
|
```
|
|
|
|
For a smaller download, install `cohere_transcribe_q8_0` or
|
|
`cohere_transcribe_q4_0` instead and use the corresponding `-q8_0.gguf` or
|
|
`-q4_0.gguf` filename below. Each GGUF includes the configuration and tokenizer;
|
|
no conversion is needed.
|
|
|
|
## CLI
|
|
|
|
```bash
|
|
audiocpp_cli --task asr --family cohere_asr \
|
|
--model models/Cohere-Transcribe-GGUF/cohere-transcribe-03-2026-bf16.gguf \
|
|
--backend cuda --audio speech.wav \
|
|
--request-option language=en --text-out transcript.txt --log
|
|
```
|
|
|
|
Long recordings are split automatically at quiet points.
|
|
Use `--backend cpu --threads 8` for CPU inference or `--backend vulkan` for Vulkan.
|
|
|
|
To transcribe French without punctuation and capitalization:
|
|
|
|
```bash
|
|
audiocpp_cli --task asr --family cohere_asr \
|
|
--model models/Cohere-Transcribe-GGUF/cohere-transcribe-03-2026-bf16.gguf \
|
|
--backend cuda --audio french.wav \
|
|
--request-option language=fr --request-option punc=false \
|
|
--text-out transcript.txt --log
|
|
```
|
|
|
|
## Request Options (use with `--request-option`)
|
|
|
|
| Option | Default | Meaning |
|
|
|---|---|---|
|
|
| `language` | `en` | `en`, `fr`, `de`, `es`, `it`, `pt`, `nl`, `pl`, `el`, `ar`, `ja`, `zh`, `vi`, or `ko`. |
|
|
| `punc` | `true` | Request punctuation and capitalization together. Legacy `pnc` remains accepted. |
|
|
| `audio_chunk_mode` | `auto` | `auto` and `quiet_energy` use quiet boundaries; `fixed` uses equal-length chunks; `none` requires at most 35 seconds. |
|
|
| `audio_chunk_duration_sec` | `35` | Maximum audio chunk length, from 0.04 to 35 seconds. |
|
|
| `max_tokens` | `256` | Maximum generated tokens per chunk, up to 1014. Increase if generation reaches the limit before EOS. |
|
|
|
|
## Session Options (use with `--session-option`)
|
|
|
|
| Option | Default | Meaning |
|
|
|---|---|---|
|
|
| `cohere_asr.weight_type` | `native` | Weight storage type override; `native` keeps the precision stored in the model file. |
|
|
|
|
Audio chunks must contain at least 20 ms.
|
|
Translation, diarization, timestamps, and live audio streaming are not supported.
|