parakeet-tdt-0.6b-v3 architecture with a
ternary encoder
: weights in {-1, 0, +1} × a per-group scale, stored base-3 packed (5 digits per byte).
convert-parakeet-to-gguf.py --hf
unpacks them exactly (w = scale · (code − 1)). The GGUF therefore holds ordinary F16/Q8_0/Q4_K weights and runs on the unmodified parakeet runtime.
file
notes
parakeet-redux-q4_k.gguf
registry default
parakeet-redux-q8_0.gguf
parakeet-redux-f16.gguf
Verification
Reference: transformers
ParakeetForTDT
. The independent check is moondream's own
Photon
runtime.
Diff harness (F16):
mel, subsampling, all 24 encoder layers and the encoder output pass, on jfk (11 s, English) and a German clip.
Transcripts:
F16, Q8_0 and Q4_K are identical to transformers and to Photon on both clips.
en: And so, my fellow Americans, ask not what your country can do for you, ask what you can do for your country.
de: Guten Morgen, die Sitzung beginnt heute um neun Uhr im großen Saal.
Licence: CC-BY-4.0, as the original.
Runs of cstr parakeet-redux-GGUF on huggingface.co
682
Total runs
56
24-hour runs
99
3-day runs
172
7-day runs
643
30-day runs
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