{"v":1,"id":"model:hf:handy-computer/parakeet-unified-en-0.6b-gguf","slug":"model-handy-computer-parakeet-unified-en-0-6b-gguf","kind":"model","category":"speech","title":"parakeet-unified-en-0.6b-gguf","summary":"parakeet-unified-en-0.6b: transcribe.cpp GGUF","source":{"provider":"hf","ref":"handy-computer/parakeet-unified-en-0.6b-gguf","url":"https://huggingface.co/handy-computer/parakeet-unified-en-0.6b-gguf","rev":"d5249700b2382bf5c5024c2421d101b8db54a629","fetchedAt":"2026-10-02T21:01:22.409Z","etag":"W/\"c93-Fp128/gxFmJ4BTaO0coKiVBxQvA\""},"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":1570880,"likes":9,"takenAt":"2026-10-02T21:01:22.409Z"},"tags":["transcribe.cpp","gguf","asr","speech-to-text","parakeet","conformer","rnnt","automatic-speech-recognition","en"],"pipeline":"automatic-speech-recognition","links":{"github":"NVIDIA-NeMo/NeMo"},"updatedAt":"2026-09-15T07:05:43.000Z","collectedAt":"2026-10-02T21:01:22.409Z","review":{"numbers":["1,570,880 downloads on Hugging Face","9 likes","license cc-by-4.0","0.4 GB for parakeet-unified-en-0.6b-Q4_K_M.gguf"],"log":null},"trust":"unlabeled","health":{"status":"alive","checkedAt":"2026-10-02T21:01:22.409Z","http":200},"description":"# parakeet-unified-en-0.6b: transcribe.cpp GGUF\n\nGGUF conversions of [nvidia/parakeet-unified-en-0.6b](https://huggingface.co/nvidia/parakeet-unified-en-0.6b) for use\nwith [transcribe.cpp](https://github.com/handy-computer/transcribe.cpp).\n\nPorted from upstream commit\n[d4ac992](https://huggingface.co/nvidia/parakeet-unified-en-0.6b/commit/d4ac992),\npinned 2026-05-10.\nValidated against the NeMo reference at transcribe.cpp commit\n[42528dd](https://github.com/handy-computer/transcribe.cpp/tree/42528dd)\non 2026-05-10.\n\nEnglish speech-to-text with punctuation and capitalization. A 0.6B-parameter FastConformer encoder with an RNN-T transducer decoder, trained as a 'unified' streaming/offline model. This port runs the model in both offline and buffered streaming modes.\n\n## Downloads\n\n| Quantization | Download | Size | WER (LibriSpeech test-clean, offline) |\n| --- | --- | ---: | ---: |\n| F32 | [parakeet-unified-en-0.6b-F32.gguf](https://huggingface.co/handy-computer/parakeet-unified-en-0.6b-gguf/resolve/main/parakeet-unified-en-0.6b-F32.gguf) | 2.47 GB | 1.59% |\n| F16 | [parakeet-unified-en-0.6b-F16.gguf](https://huggingface.co/handy-computer/parakeet-unified-en-0.6b-gguf/resolve/main/parakeet-unified-en-0.6b-F16.gguf) | 1.24 GB | 1.59% |\n| Q8_0 | [parakeet-unified-en-0.6b-Q8_0.gguf](https://huggingface.co/handy-computer/parakeet-unified-en-0.6b-gguf/resolve/main/parakeet-unified-en-0.6b-Q8_0.gguf) | 731 MB | 1.60% |\n| Q6_K | [parakeet-unified-en-0.6b-Q6_K.gguf](https://huggingface.co/handy-computer/parakeet-unified-en-0.6b-gguf/resolve/main/parakeet-unified-en-0.6b-Q6_K.gguf) | 602 MB | 1.61% |\n| Q5_K_M | [parakeet-unified-en-0.6b-Q5_K_M.gguf](https://huggingface.co/handy-computer/parakeet-unified-en-0.6b-gguf/resolve/main/parakeet-unified-en-0.6b-Q5_K_M.gguf) | 541 MB | 1.58% |\n| Q4_K_M | [parakeet-unified-en-0.6b-Q4_K_M.gguf](https://huggingface.co/handy-computer/parakeet-unified-en-0.6b-gguf/r…\n\nSource: https://huggingface.co/handy-computer/parakeet-unified-en-0.6b-gguf","install":{"kind":"model","hfId":"handy-computer/parakeet-unified-en-0.6b-gguf","gated":false,"format":"gguf","files":[{"name":"parakeet-unified-en-0.6b-F16.gguf","size":1239114240,"quant":"F16","sha256":"4a284b229bff9dc66aa00666fdcc2419c0f82a5adb5a36f7a48a4e0713c35492"},{"name":"parakeet-unified-en-0.6b-F32.gguf","size":2473323520,"quant":"F32","sha256":"81d3a8c7676324a4dae977dac0f5900dc1468755fdf3b5369261bb759f17fdf3"},{"name":"parakeet-unified-en-0.6b-Q4_K_M.gguf","size":477274496,"quant":"Q4_K_M","sha256":"a8bf3de2b393bd14ead5a858c3748d5e3b07a20fdeabdd3b498fba4f463fa929"},{"name":"parakeet-unified-en-0.6b-Q5_K_M.gguf","size":540795264,"quant":"Q5_K_M","sha256":"f9def6f9b4e83ab7d006df3e1b676dfa1f973a3b6da232a9c99fcaa66bcd2836"},{"name":"parakeet-unified-en-0.6b-Q6_K.gguf","size":602191232,"quant":"Q6_K","sha256":"912c42ec3fd1afa31b7eda45684577feadf413249ca767fa912a89c4810e38d0"},{"name":"parakeet-unified-en-0.6b-Q8_0.gguf","size":731357568,"quant":"Q8_0","sha256":"4b50b6dd862bf6e346929aaf4f5eaacec003bfa3f56462d6c874b41ef2f38795"}],"totalBytes":6064056320,"suggestedFile":"parakeet-unified-en-0.6b-Q4_K_M.gguf","requirements":{"ramGb":2,"diskBytes":477274496,"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-unified-en-0.6b-gguf"}}