diff --git a/README.md b/README.md index 06af0a223b139b9853e7c5e7e3493adfcd4a7afe..12ea84582211ed50e89ba955805fdbb3df554fa8 100644 --- a/README.md +++ b/README.md @@ -25,7 +25,7 @@ hf jobs uv run --flavor l4x1 -s HF_TOKEN \ -e UV_TORCH_BACKEND=cu124 \ -v bucket/user/audio-files:/input:ro \ -v bucket/user/transcripts:/output \ - transcribe-transformers.py /input /output --language en --compile + cohere-transcribe.py /input /output --language en --compile ``` No download/upload step. Buckets are mounted directly as volumes via [hf-mount](https://github.com/huggingface/hf-mount). @@ -36,12 +36,12 @@ No download/upload step. Buckets are mounted directly as volumes via [hf-mount]( | Script | Model | Backend | Speed (A100) | |--------|-------|---------|--------------| -| `transcribe-transformers.py` | Cohere Transcribe (2B) | transformers | 161x RT | -| `transcribe.py` | Cohere Transcribe (2B) | vLLM nightly | 214x RT | +| `cohere-transcribe.py` | Cohere Transcribe (2B) | transformers | 161x RT | +| `cohere-transcribe-vllm.py` | Cohere Transcribe (2B) | vLLM nightly | 214x RT | -**`transcribe-transformers.py`** (recommended) — uses `model.transcribe()` with automatic long-form chunking, overlap, and reassembly. Stable dependencies. +**`cohere-transcribe.py`** (recommended) — uses `model.transcribe()` with automatic long-form chunking, overlap, and reassembly. Stable dependencies. -**`transcribe.py`** — experimental vLLM variant. Faster but requires nightly vLLM and has minor duplication at chunk boundaries. +**`cohere-transcribe-vllm.py`** — experimental vLLM variant. Faster but requires nightly vLLM and has minor duplication at chunk boundaries. #### Options @@ -72,4 +72,4 @@ CBS Suspense (1940s radio drama), 66 episodes, 33 hours of audio: - **`UV_TORCH_BACKEND=cu124`**: Needed on A100 for correct CUDA torch build. Not needed on L4. - **`torch==2.6.0`**: Pinned for A100 CUDA driver compatibility. - **Gated model**: Accept terms at the [model page](https://huggingface.co/CohereLabs/cohere-transcribe-03-2026) before use. -- **Tokenizer workaround**: `transcribe-transformers.py` applies a one-line patch for a tokenizer compat issue. Will be removed once upstream fixes land ([model discussion](https://huggingface.co/CohereLabs/cohere-transcribe-03-2026/discussions/11)). +- **Tokenizer workaround**: `cohere-transcribe.py` applies a one-line patch for a tokenizer compat issue. 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