{"v":1,"id":"model:hf:handy-computer/parakeet-tdt-0.6b-v3-gguf","slug":"model-handy-computer-parakeet-tdt-0-6b-v3-gguf","kind":"model","category":"speech","title":"parakeet-tdt-0.6b-v3-gguf","summary":"parakeet-tdt-0.6b-v3: transcribe.cpp GGUF","source":{"provider":"hf","ref":"handy-computer/parakeet-tdt-0.6b-v3-gguf","url":"https://huggingface.co/handy-computer/parakeet-tdt-0.6b-v3-gguf","rev":"90f082450fcbacdb54e5900c44ef697c9ea59622","fetchedAt":"2026-10-02T20:59:09.010Z","etag":"W/\"10c2-uIUM3dEviDteKML2/g509y+gcG0\""},"author":{"name":"handy-computer","url":"https://huggingface.co/handy-computer"},"license":{"spdx":"cc-by-4.0","raw":"cc-by-4.0","open":true},"metrics":{"downloads":575793,"likes":6,"takenAt":"2026-10-02T20:59:09.010Z"},"tags":["transcribe.cpp","gguf","asr","speech-to-text","parakeet","conformer","rnnt","tdt","multilingual","automatic-speech-recognition","bg","hr","cs","da","nl","en","et","fi","fr","de","el","hu","it","lv","lt","mt","pl","pt","ro","ru","sk","sl","es","sv","uk"],"pipeline":"automatic-speech-recognition","links":{"github":"NVIDIA-NeMo/NeMo"},"updatedAt":"2026-09-15T07:05:42.000Z","collectedAt":"2026-10-02T20:59:09.010Z","review":{"numbers":["575,793 downloads on Hugging Face","6 likes","license cc-by-4.0","0.5 GB for parakeet-tdt-0.6b-v3-Q4_K_M.gguf"],"log":null},"trust":"unlabeled","health":{"status":"alive","checkedAt":"2026-10-02T20:59:09.010Z","http":200},"description":"# parakeet-tdt-0.6b-v3: transcribe.cpp GGUF\n\nGGUF conversions of [nvidia/parakeet-tdt-0.6b-v3](https://huggingface.co/nvidia/parakeet-tdt-0.6b-v3) for use\nwith [transcribe.cpp](https://github.com/handy-computer/transcribe.cpp).\n\nPorted from upstream commit\n[6d590f7](https://huggingface.co/nvidia/parakeet-tdt-0.6b-v3/commit/6d590f7),\npinned 2026-04-16.\nValidated against the NeMo 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 25 European languages. A\n0.6B-parameter Conformer encoder with a TDT/RNNT transducer decoder. Takes\na 16 kHz mono WAV and produces a transcript with optional token-level\ntimestamps. Not a streaming model and does not translate.\n\n## Downloads\n\n| Quantization | Download | Size | WER (LibriSpeech test-clean) |\n| --- | --- | ---: | ---: |\n| F32 | [parakeet-tdt-0.6b-v3-F32.gguf](https://huggingface.co/handy-computer/parakeet-tdt-0.6b-v3-gguf/resolve/main/parakeet-tdt-0.6b-v3-F32.gguf) | 2.51 GB | 1.95% |\n| F16 | [parakeet-tdt-0.6b-v3-F16.gguf](https://huggingface.co/handy-computer/parakeet-tdt-0.6b-v3-gguf/resolve/main/parakeet-tdt-0.6b-v3-F16.gguf) | 1.26 GB | 1.95% |\n| Q8_0 | [parakeet-tdt-0.6b-v3-Q8_0.gguf](https://huggingface.co/handy-computer/parakeet-tdt-0.6b-v3-gguf/resolve/main/parakeet-tdt-0.6b-v3-Q8_0.gguf) | 740 MB | 1.94% |\n| Q6_K | [parakeet-tdt-0.6b-v3-Q6_K.gguf](https://huggingface.co/handy-computer/parakeet-tdt-0.6b-v3-gguf/resolve/main/parakeet-tdt-0.6b-v3-Q6_K.gguf) | 610 MB | 1.93% |\n| Q5_K_M | [parakeet-tdt-0.6b-v3-Q5_K_M.gguf](https://huggingface.co/handy-computer/parakeet-tdt-0.6b-v3-gguf/resolve/main/parakeet-tdt-0.6b-v3-Q5_K_M.gguf) | 549 MB | 1.92% |\n| Q4_K_M | [parakeet-tdt-0.6b-v3-Q4_K_M.gguf](https://huggingface.co/handy-computer/parakeet-tdt-0.6b-v3-gguf/resolve/main/parakeet-tdt-0.6b-v3-Q4_K_M.gguf) | 485 MB | 1.98% |\n\nWER on the…\n\nSource: https://huggingface.co/handy-computer/parakeet-tdt-0.6b-v3-gguf","install":{"kind":"model","hfId":"handy-computer/parakeet-tdt-0.6b-v3-gguf","gated":false,"format":"gguf","files":[{"name":"parakeet-tdt-0.6b-v3-F16.gguf","size":1255869856,"quant":"F16","sha256":"d9ec7e2c39da7b4fec3e01e71e82c7f7bbe97741e08c0c054091bf3d520a41d3"},{"name":"parakeet-tdt-0.6b-v3-F32.gguf","size":2508435616,"quant":"F32","sha256":"bbd36acd8c6fbb817e658e3acc9f75002cb6a74932c687e74fefccfcc7b9f47e"},{"name":"parakeet-tdt-0.6b-v3-Q4_K_M.gguf","size":485425504,"quant":"Q4_K_M","sha256":"b68557be1e3c40207fd7c4bd9d63f1d3316b963f15325bfb0cc16a8bb0ffd181"},{"name":"parakeet-tdt-0.6b-v3-Q5_K_M.gguf","size":548946272,"quant":"Q5_K_M","sha256":"cc722e76adc1a629fc0b2535de879d99b8160d07ad4c0215e2ca7d7ea0ae4b8f"},{"name":"parakeet-tdt-0.6b-v3-Q6_K.gguf","size":610342240,"quant":"Q6_K","sha256":"ab1bbcbe3e1c4c2ec12ca1df1aeafd22e9043ce7262e4b5f5c5d7d76418a9ae8"},{"name":"parakeet-tdt-0.6b-v3-Q8_0.gguf","size":739508576,"quant":"Q8_0","sha256":"5859f77944efcd8eafa23a6350731960b2b55b2203df51f319665c807d802cc7"}],"totalBytes":6148528064,"suggestedFile":"parakeet-tdt-0.6b-v3-Q4_K_M.gguf","requirements":{"ramGb":2,"diskBytes":485425504,"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/parakeet-tdt-0.6b-v3-gguf"}}