{"v":1,"id":"model:hf:handy-computer/cohere-transcribe-03-2026-gguf","slug":"model-handy-computer-cohere-transcribe-03-2026-gguf","kind":"model","category":"speech","title":"cohere-transcribe-03-2026-gguf","summary":"cohere-transcribe-03-2026: transcribe.cpp GGUF","source":{"provider":"hf","ref":"handy-computer/cohere-transcribe-03-2026-gguf","url":"https://huggingface.co/handy-computer/cohere-transcribe-03-2026-gguf","rev":"ab667acedcb5d8d56837ef3ed3568c3ad50dde47","fetchedAt":"2026-10-02T21:01:28.531Z","etag":"W/\"ef6-CFGpeCT+Z1Er4gmeWd6e2kIOmVk\""},"author":{"name":"handy-computer","url":"https://huggingface.co/handy-computer"},"license":{"spdx":"apache-2.0","raw":"apache-2.0","open":true},"metrics":{"downloads":978058,"downloadsWeek":15195,"likes":3,"takenAt":"2026-10-02T21:01:28.531Z"},"tags":["transcribe.cpp","gguf","asr","speech-to-text","cohere","conformer","encoder-decoder","multilingual","automatic-speech-recognition","en","fr","de","es","it","pt","nl","pl","el","ar","ja","zh","vi","ko"],"pipeline":"automatic-speech-recognition","links":{"github":"ggml-org/whisper.cpp","npm":"nodejs-whisper"},"updatedAt":"2026-09-15T07:05:31.000Z","collectedAt":"2026-10-02T21:01:28.531Z","review":{"numbers":["978,058 downloads on Hugging Face","3 likes","license apache-2.0","1.5 GB for cohere-transcribe-03-2026-Q4_K_M.gguf","15,195 npm downloads a week for nodejs-whisper","latest nodejs-whisper@0.3.1"],"log":null},"trust":"unlabeled","health":{"status":"alive","checkedAt":"2026-10-02T21:01:28.531Z","http":200},"description":"# cohere-transcribe-03-2026: transcribe.cpp GGUF\n\nGGUF conversions of [CohereLabs/cohere-transcribe-03-2026](https://huggingface.co/CohereLabs/cohere-transcribe-03-2026) for use\nwith [transcribe.cpp](https://github.com/handy-computer/transcribe.cpp).\n\nPorted from upstream commit\n[76b8b23](https://huggingface.co/CohereLabs/cohere-transcribe-03-2026/commit/76b8b23),\npinned 2026-04-16.\nValidated against the Transformers reference at transcribe.cpp commit\n[bf0d0b7](https://github.com/handy-computer/transcribe.cpp/tree/bf0d0b7)\non 2026-04-18.\n\nOffline multilingual speech-to-text covering 14 languages (English, French,\nGerman, Spanish, Italian, Portuguese, Dutch, Polish, Greek, Arabic, Japanese,\nChinese, Vietnamese, Korean). A Conformer encoder with a Transformer\nencoder-decoder head (cross-attention, tied token embedding). Takes a 16 kHz\nmono WAV and produces a transcript. Decoding is autoregressive.\n\n## Downloads\n\n| Quantization | Download | Size | WER (LibriSpeech test-clean) |\n| --- | --- | ---: | ---: |\n| BF16 | [cohere-transcribe-03-2026-BF16.gguf](https://huggingface.co/handy-computer/cohere-transcribe-03-2026-gguf/resolve/main/cohere-transcribe-03-2026-BF16.gguf) | 4.11 GB | 1.26% |\n| F16 | [cohere-transcribe-03-2026-F16.gguf](https://huggingface.co/handy-computer/cohere-transcribe-03-2026-gguf/resolve/main/cohere-transcribe-03-2026-F16.gguf) | 4.11 GB | 1.26% |\n| Q8_0 | [cohere-transcribe-03-2026-Q8_0.gguf](https://huggingface.co/handy-computer/cohere-transcribe-03-2026-gguf/resolve/main/cohere-transcribe-03-2026-Q8_0.gguf) | 2.41 GB | 1.27% |\n| Q6_K | [cohere-transcribe-03-2026-Q6_K.gguf](https://huggingface.co/handy-computer/cohere-transcribe-03-2026-gguf/resolve/main/cohere-transcribe-03-2026-Q6_K.gguf) | 1.97 GB | 1.27% |\n| Q5_K_M | [cohere-transcribe-03-2026-Q5_K_M.gguf](https://huggingface.co/handy-computer/cohere-transcribe-03-2026-gguf/resolve/main/cohere-transcribe-03-2026-Q5_…\n\nSource: https://huggingface.co/handy-computer/cohere-transcribe-03-2026-gguf","install":{"kind":"model","hfId":"handy-computer/cohere-transcribe-03-2026-gguf","gated":false,"format":"gguf","files":[{"name":"cohere-transcribe-03-2026-BF16.gguf","size":4105263104,"quant":"BF16","sha256":"72e7625abc358da7b1a27348b18269b4a026eceb792e6ade53c6bb2280d0f3a7"},{"name":"cohere-transcribe-03-2026-F16.gguf","size":4106644992,"quant":"F16","sha256":"65ea095ba78ed938a613cc950da0599b29e16bb5a22a968d7b1fd99d71f13784"},{"name":"cohere-transcribe-03-2026-Q4_K_M.gguf","size":1558162944,"quant":"Q4_K_M","sha256":"0ea56826d8bd5d74b7143a4a04e022dc1bb75452cfae49d98b6acb0c1d16a1fb"},{"name":"cohere-transcribe-03-2026-Q5_K_M.gguf","size":1770270208,"quant":"Q5_K_M","sha256":"14d02f1ad6dd77b3a60f82639879012c3adb4fe25c50a5a47a2c4c661daf1558"},{"name":"cohere-transcribe-03-2026-Q6_K.gguf","size":1972524544,"quant":"Q6_K","sha256":"094fb65b9d82d4a52db1d944152e4d7b6629f356bb3beaffdd0891eb527f24f3"},{"name":"cohere-transcribe-03-2026-Q8_0.gguf","size":2410655232,"quant":"Q8_0","sha256":"931916663432fd895423a4291a8400221802b288967ca2d435fc5e3141c9e71e"}],"totalBytes":15923521024,"suggestedFile":"cohere-transcribe-03-2026-Q4_K_M.gguf","requirements":{"ramGb":3,"diskBytes":1558162944,"note":"estimate: suggested file size × 1.15 + 0.5 GB; a real measurement comes with lsh models"},"runWith":["whisper.cpp"],"command":"lsh models install hf:handy-computer/cohere-transcribe-03-2026-gguf"}}