Hugging Peers

punctuate-all-GGUF

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by cloudlnk token-classification gguf mit
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Model card

Punctuate-All (GGUF)

GGUF conversion of kredor/punctuate-all for use with CrispASR.

Adds punctuation to unpunctuated ASR output. 12 languages with ASCII punctuation output. Smaller and faster alternative to fullstop-punc-multilang (base vs large).

Model Details

  • Architecture: XLM-RoBERTa-base — 12L, d=768, 12 heads, d_ffn=3072, GELU
  • Parameters: ~278M
  • Classifier: Linear(768, 6) — 6 punctuation classes
  • Labels: none, . (period), , (comma), ? (question), - (dash), : (colon)
  • Vocabulary: SentencePiece (250,002 tokens)
  • Max sequence: 512 tokens (auto-chunked)
  • Languages: en, de, fr, es, bg, it, pl, nl, cs, pt, sk, sl
  • License: MIT

Usage with CrispASR

crispasr --backend wav2vec2 -m wav2vec2.gguf --punc-model punctuate-all-q4_k.gguf -f audio.wav

Available Files

File Quant Size Description
punctuate-all-f16.gguf F16 901 MB Half precision
punctuate-all-q4_k.gguf Q4_K 154 MB Recommended

Original Model