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parakeet-unified-en-0.6b-gguf

Name: parakeet-unified-en-0.6b-gguf
Author: handy-computer

by handy-computer · source Hugging Face · updated 2026-09-15

cc-by-4.0455 MB~2 GB RAMsource aliveunlabeled

parakeet-unified-en-0.6b: transcribe.cpp GGUF

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Source and license

Source: https://huggingface.co/handy-computer/parakeet-unified-en-0.6b-gguf
License: cc-by-4.0
Requirements: about 2 GB of RAM, 455 MB on disk (estimate: suggested file size × 1.15 + 0.5 GB; a real measurement comes with lsh models). Runs with whisper.cpp.
Tags: transcribe.cpp gguf asr speech-to-text parakeet conformer rnnt automatic-speech-recognition en

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

Numbers as of 2026-10-02 21:01 UTC, from the source API.

Summary

Summary not ready yet: the numbers are here, the text is not. It is written by the collector through the LogiShell model facade when a provider key is present.

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Files

file	quant	size
`parakeet-unified-en-0.6b-F16.gguf`	F16	1.2 GB
`parakeet-unified-en-0.6b-F32.gguf`	F32	2.3 GB
`parakeet-unified-en-0.6b-Q4_K_M.gguf`	Q4_K_M	455 MB
`parakeet-unified-en-0.6b-Q5_K_M.gguf`	Q5_K_M	516 MB
`parakeet-unified-en-0.6b-Q6_K.gguf`	Q6_K	574 MB
`parakeet-unified-en-0.6b-Q8_0.gguf`	Q8_0	697 MB

From the source README

parakeet-unified-en-0.6b: transcribe.cpp GGUF

GGUF conversions of nvidia/parakeet-unified-en-0.6b for use
with transcribe.cpp.

Ported from upstream commit
d4ac992,
pinned 2026-05-10.
Validated against the NeMo reference at transcribe.cpp commit
42528dd
on 2026-05-10.

English 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.

Downloads

| Quantization | Download | Size | WER (LibriSpeech test-clean, offline) |
| --- | --- | ---: | ---: |
| F32 | parakeet-unified-en-0.6b-F32.gguf | 2.47 GB | 1.59% |
| F16 | parakeet-unified-en-0.6b-F16.gguf | 1.24 GB | 1.59% |
| Q8_0 | parakeet-unified-en-0.6b-Q8_0.gguf | 731 MB | 1.60% |
| Q6_K | parakeet-unified-en-0.6b-Q6_K.gguf | 602 MB | 1.61% |
| Q5_K_M | parakeet-unified-en-0.6b-Q5_K_M.gguf | 541 MB | 1.58% |
| Q4_K_M | [parakeet-unified-en-0.6b-Q4_K_M.gguf](https://huggingface.co/handy-computer/parakeet-unified-en-0.6b-gguf/r…

Source: https://huggingface.co/handy-computer/parakeet-unified-en-0.6b-gguf

Card id model:hf:handy-computer/parakeet-unified-en-0.6b-gguf · collected 2026-10-02 21:01 UTC · JSON