{"v":1,"id":"model:hf:handy-computer/whisper-large-v3-turbo-gguf","slug":"model-handy-computer-whisper-large-v3-turbo-gguf","kind":"model","category":"speech","title":"whisper-large-v3-turbo-gguf","summary":"whisper-large-v3-turbo: transcribe.cpp GGUF","source":{"provider":"hf","ref":"handy-computer/whisper-large-v3-turbo-gguf","url":"https://huggingface.co/handy-computer/whisper-large-v3-turbo-gguf","rev":"ceea6c8a94a21ab85be244d311e874a39344dbf5","fetchedAt":"2026-10-02T20:59:21.970Z","etag":"W/\"1940-HpKJDQQfBcME1kHgCCv1OV3qlVc\""},"author":{"name":"handy-computer","url":"https://huggingface.co/handy-computer"},"license":{"spdx":"apache-2.0","raw":"apache-2.0","open":true},"metrics":{"downloads":341294,"downloadsWeek":15195,"likes":4,"takenAt":"2026-10-02T20:59:21.970Z"},"tags":["transcribe.cpp","gguf","asr","speech-to-text","whisper","openai","automatic-speech-recognition","af","am","ar","as","az","ba","be","bg","bn","bo","br","bs","ca","cs","cy","da","de","el","en","es","et","eu","fa","fi","fo","fr","gl","gu","haw","ha","he","hi","hr"],"pipeline":"automatic-speech-recognition","links":{"github":"ggml-org/whisper.cpp","npm":"nodejs-whisper"},"updatedAt":"2026-09-15T07:05:47.000Z","collectedAt":"2026-10-02T20:59:21.970Z","review":{"numbers":["341,294 downloads on Hugging Face","4 likes","license apache-2.0","0.5 GB for whisper-large-v3-turbo-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":"2026-10-02T20:59:21.970Z","http":200},"description":"# whisper-large-v3-turbo: transcribe.cpp GGUF\n\nGGUF conversions of [openai/whisper-large-v3-turbo](https://huggingface.co/openai/whisper-large-v3-turbo) for use\nwith [transcribe.cpp](https://github.com/handy-computer/transcribe.cpp).\n\nPorted from upstream commit\n[41f01f3](https://huggingface.co/openai/whisper-large-v3-turbo/commit/41f01f3),\npinned 2026-04-25.\nValidated against the transformers reference at transcribe.cpp commit\n[5.6.1](https://github.com/handy-computer/transcribe.cpp/tree/5.6.1)\non 2026-04-26.\n\nOpenAI Whisper large-v3-turbo — converted to GGUF for transcribe.cpp. Multilingual transcription and language detection; unlike the full large-v3 model, this turbo variant does not support speech translation. The v3 family adds Cantonese (yue) and uses a 128-bin mel input. Encoder-decoder transformer; 30-second windows with chunked long-form decoding.\n\n## Downloads\n\n| Quantization | Download | Size | WER (LibriSpeech test-clean) |\n| --- | --- | ---: | ---: |\n| F16 | [whisper-large-v3-turbo-F16.gguf](https://huggingface.co/handy-computer/whisper-large-v3-turbo-gguf/resolve/main/whisper-large-v3-turbo-F16.gguf) | 1.63 GB | 2.01% |\n| Q8_0 | [whisper-large-v3-turbo-Q8_0.gguf](https://huggingface.co/handy-computer/whisper-large-v3-turbo-gguf/resolve/main/whisper-large-v3-turbo-Q8_0.gguf) | 886 MB | 2.01% |\n| Q6_K | [whisper-large-v3-turbo-Q6_K.gguf](https://huggingface.co/handy-computer/whisper-large-v3-turbo-gguf/resolve/main/whisper-large-v3-turbo-Q6_K.gguf) | 693 MB | 2.01% |\n| Q5_K_M | [whisper-large-v3-turbo-Q5_K_M.gguf](https://huggingface.co/handy-computer/whisper-large-v3-turbo-gguf/resolve/main/whisper-large-v3-turbo-Q5_K_M.gguf) | 620 MB | 2.03% |\n| Q4_K_M | [whisper-large-v3-turbo-Q4_K_M.gguf](https://huggingface.co/handy-computer/whisper-large-v3-turbo-gguf/resolve/main/whisper-large-v3-turbo-Q4_K_M.gguf) | 536 MB | 2.04% |\n\nWER on the full LibriSpeech test-clean split (2,620 u…\n\nSource: https://huggingface.co/handy-computer/whisper-large-v3-turbo-gguf","install":{"kind":"model","hfId":"handy-computer/whisper-large-v3-turbo-gguf","gated":false,"format":"gguf","files":[{"name":"whisper-large-v3-turbo-F16.gguf","size":1625935520,"quant":"F16","sha256":"e1d0144e9afc9f479d9e51fc92c7dea9dc36059655eeb3819f16ad2de779046a"},{"name":"whisper-large-v3-turbo-Q4_K_M.gguf","size":536069728,"quant":"Q4_K_M","sha256":"ecfe9b6beb4ab18fef49187cc968cc74b5168b94629c8830e2ca6b794c6e25ed"},{"name":"whisper-large-v3-turbo-Q5_K_M.gguf","size":619628128,"quant":"Q5_K_M","sha256":"977b5db4e004349dffd1ab9caa10ba5aaba3fc3edd3ba72cadb84328a3203e36"},{"name":"whisper-large-v3-turbo-Q6_K.gguf","size":692536928,"quant":"Q6_K","sha256":"3881dc17bf345f7ce4a3c48327074951e1550c8a1e89fa58d554d9f26a1b6274"},{"name":"whisper-large-v3-turbo-Q8_0.gguf","size":886381760,"quant":"Q8_0","sha256":"b2e30cc286bc9f3aba4db9099fc7403543497c05ce7100d0d83091ddfd25a183"}],"totalBytes":4360552064,"suggestedFile":"whisper-large-v3-turbo-Q4_K_M.gguf","requirements":{"ramGb":2,"diskBytes":536069728,"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/whisper-large-v3-turbo-gguf"}}