parakeet-unified-en-0.6b · handy-computer

parakeet-unified-en-0.6b Q8_0

This file is exactly 731,357,568 bytes — 0.68 GiB / 0.73 GB at an effective 9.463 bits per weight. The nominal rate for Q8_0 is lower; mixed-precision tensors make the real figure higher, always.

From the file· 1 file(s), summedFrom the file· 961 tensors parsed

Get it

0.68 GiB · 1 file
llama.cpp
llama-cli -hf handy-computer/parakeet-unified-en-0.6b-gguf:Q8_0

Downloads and runs in one step, resolving the quantization by name.

Hugging Face CLI
hf download handy-computer/parakeet-unified-en-0.6b-gguf parakeet-unified-en-0.6b-Q8_0.gguf
Direct download

Straight from the Hugging Face CDN — we host nothing and earn nothing from this. Verify what you received against the exact byte count above; a size mismatch is the usual cause of a file that will not load.

Repository →
Size
0.68 GiB
0.73 GB
Effective bpw
9.463
from real bytes ÷ params
Tensors
961
Header
0.09 MB
GGUF metadata

What this quantization actually contains

per-tensor types, parsed from the GGUF header
F32
688
Q8_0
225
F16
48

A quantization label names a mixture, not a uniform precision. Attention and output tensors are routinely kept at higher precision than the label implies, which is exactly why the effective bits-per-weight above exceeds the nominal rate.