Max sequence
: 512 tokens (longer texts are automatically chunked)
Languages
: Chinese + English
License
: Apache 2.0
Usage with CrispASR
# Add punctuation to any ASR backend's output
crispasr --backend wav2vec2 -m wav2vec2.gguf --punc-model fireredpunc-q8_0.gguf -f audio.wav
# Works with all backends
crispasr --backend omniasr -m omniasr-ctc-1b-q4_k.gguf --punc-model fireredpunc-q8_0.gguf -f audio.wav
Available Files
File
Quant
Size
Description
fireredpunc.gguf
F16
195 MB
Full precision
fireredpunc-q8_0.gguf
Q8_0
104 MB
Recommended — lossless quality
fireredpunc-q4_k.gguf
Q4_K
56 MB
Smaller but may miss some punctuation
Recommendation
: Use Q8_0. Token classification is more sensitive to quantization than language modeling — Q4_K occasionally drops commas that Q8_0 and F16 correctly predict.
Example
Input (from CTC ASR):
and so my fellow americans ask not what your country can do for you ask what you can do for your country
Output (with FireRedPunc):
And so my fellow americans, ask not what your country can do for you, ask what you can do for your country?
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