Files can be downloaded here: https://huggingface.co/CohereLabs/cohere-transcribe-03-2026/...

And someone has already converted it to onnx format: https://huggingface.co/eschmidbauer/cohere-transcribe-03-202... - so it can be run on CPU instead of GPU.