{"v":1,"id":"model:hf:handy-computer/parakeet-tdt-0.6b-v2-gguf","slug":"model-handy-computer-parakeet-tdt-0-6b-v2-gguf","kind":"model","category":"speech","title":"parakeet-tdt-0.6b-v2-gguf","summary":"parakeet-tdt-0.6b-v2: transcribe.cpp GGUF","source":{"provider":"hf","ref":"handy-computer/parakeet-tdt-0.6b-v2-gguf","url":"https://huggingface.co/handy-computer/parakeet-tdt-0.6b-v2-gguf","rev":"382796e405a9fe37145938dccbabfb25e93e4286","fetchedAt":"2026-10-02T20:59:42.409Z","etag":"W/\"c79-5vDNTKyrr8asBe13cA203SaERt0\""},"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":123501,"likes":1,"takenAt":"2026-10-02T20:59:42.409Z"},"tags":["transcribe.cpp","gguf","asr","speech-to-text","parakeet","conformer","rnnt","tdt","automatic-speech-recognition","en"],"pipeline":"automatic-speech-recognition","links":{"github":"NVIDIA-NeMo/NeMo"},"updatedAt":"2026-09-15T07:05:42.000Z","collectedAt":"2026-10-02T20:59:42.409Z","review":{"numbers":["123,501 downloads on Hugging Face","1 likes","license cc-by-4.0","0.4 GB for parakeet-tdt-0.6b-v2-Q4_K_M.gguf"],"log":null},"trust":"unlabeled","health":{"status":"alive","checkedAt":"2026-10-02T20:59:42.409Z","http":200},"description":"# parakeet-tdt-0.6b-v2: transcribe.cpp GGUF\n\nGGUF conversions of [nvidia/parakeet-tdt-0.6b-v2](https://huggingface.co/nvidia/parakeet-tdt-0.6b-v2) for use\nwith [transcribe.cpp](https://github.com/handy-computer/transcribe.cpp).\n\nPorted from upstream commit\n[1b149a3](https://huggingface.co/nvidia/parakeet-tdt-0.6b-v2/commit/1b149a3),\npinned 2026-04-15.\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 English speech-to-text. A 0.6B-parameter Conformer encoder with a\nTDT/RNNT transducer decoder. Takes a 16 kHz mono WAV and produces a transcript\nwith optional token-level timestamps. Not a streaming model; no multilingual\ncapability (see v3 for that).\n\n## Downloads\n\n| Quantization | Download | Size | WER (LibriSpeech test-clean) |\n| --- | --- | ---: | ---: |\n| F32 | [parakeet-tdt-0.6b-v2-F32.gguf](https://huggingface.co/handy-computer/parakeet-tdt-0.6b-v2-gguf/resolve/main/parakeet-tdt-0.6b-v2-F32.gguf) | 2.47 GB | 1.68% |\n| F16 | [parakeet-tdt-0.6b-v2-F16.gguf](https://huggingface.co/handy-computer/parakeet-tdt-0.6b-v2-gguf/resolve/main/parakeet-tdt-0.6b-v2-F16.gguf) | 1.24 GB | 1.68% |\n| Q8_0 | [parakeet-tdt-0.6b-v2-Q8_0.gguf](https://huggingface.co/handy-computer/parakeet-tdt-0.6b-v2-gguf/resolve/main/parakeet-tdt-0.6b-v2-Q8_0.gguf) | 730 MB | 1.69% |\n| Q6_K | [parakeet-tdt-0.6b-v2-Q6_K.gguf](https://huggingface.co/handy-computer/parakeet-tdt-0.6b-v2-gguf/resolve/main/parakeet-tdt-0.6b-v2-Q6_K.gguf) | 600 MB | 1.70% |\n| Q5_K_M | [parakeet-tdt-0.6b-v2-Q5_K_M.gguf](https://huggingface.co/handy-computer/parakeet-tdt-0.6b-v2-gguf/resolve/main/parakeet-tdt-0.6b-v2-Q5_K_M.gguf) | 539 MB | 1.70% |\n| Q4_K_M | [parakeet-tdt-0.6b-v2-Q4_K_M.gguf](https://huggingface.co/handy-computer/parakeet-tdt-0.6b-v2-gguf/resolve/main/parakeet-tdt-0.6b-v2-Q4_K_M.gguf) | 475 MB | 1.72% |\n\nWER on the full LibriSp…\n\nSource: https://huggingface.co/handy-computer/parakeet-tdt-0.6b-v2-gguf","install":{"kind":"model","hfId":"handy-computer/parakeet-tdt-0.6b-v2-gguf","gated":false,"format":"gguf","files":[{"name":"parakeet-tdt-0.6b-v2-F16.gguf","size":1237334592,"quant":"F16","sha256":"8440125213cb92625e3993ec751c3919dd329da9ae9149951cd6f95dd8bafe81"},{"name":"parakeet-tdt-0.6b-v2-F32.gguf","size":2471550272,"quant":"F32","sha256":"501ba1e61965cdb28689614c648d2c560d75895b47a2948b9010b4e8c9cf1325"},{"name":"parakeet-tdt-0.6b-v2-Q4_K_M.gguf","size":475491840,"quant":"Q4_K_M","sha256":"4853f9653f641d376e6f7de65d73c7a34a73677704a606727bf51acc83f999f3"},{"name":"parakeet-tdt-0.6b-v2-Q5_K_M.gguf","size":539012608,"quant":"Q5_K_M","sha256":"dfa904520b95451599683613fea47766c378c5fdf5d8cddf48151226b6eaec85"},{"name":"parakeet-tdt-0.6b-v2-Q6_K.gguf","size":600408576,"quant":"Q6_K","sha256":"44c7c363438e03b613cf8ced8b7e6fd1beb2b3805008136fe5e922ab3c79eea9"},{"name":"parakeet-tdt-0.6b-v2-Q8_0.gguf","size":729574912,"quant":"Q8_0","sha256":"f0d0e99cebb6d3b83f1f7069b82b5d3c2e39a54545b0da039cb4bafd9c4e5caa"}],"totalBytes":6053372800,"suggestedFile":"parakeet-tdt-0.6b-v2-Q4_K_M.gguf","requirements":{"ramGb":2,"diskBytes":475491840,"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-v2-gguf"}}