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cstr/wav2vec2-large-xlsr-53-portuguese-GGUF

sourceHugging Faceapache-2.0updated 2mo agoView on Hugging Face
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Model Card

Wav2Vec2 Large Xlsr 53 Portuguese -- GGUF

GGUF conversions and quantisations of `jonatasgrosman/wav2vec2-large-xlsr-53-portuguese` for use with [CrispStrobe/CrispASR](https://github.com/CrispStrobe/CrispASR).

Available variants

FileQuantSizeNotes
wav2vec2-large-xlsr-53-portuguese-f16.ggufF16~627 MBReference conversion
wav2vec2-large-xlsr-53-portuguese-q4_k.ggufQ4_K~212 MBDefault auto-download target
wav2vec2-large-xlsr-53-portuguese-q8_0.ggufQ8_0~356 MBHigher precision

Model details

  • —Architecture: Wav2Vec2ForCTC
  • —Hidden size: 1024
  • —Attention heads: 16
  • —Transformer layers: 24
  • —CTC vocabulary: 46 tokens
  • —Language: Portuguese
  • —Base model: jonatasgrosman/wav2vec2-large-xlsr-53-portuguese

Usage with CrispASR

bash
crispasr --backend wav2vec2 -m wav2vec2-large-xlsr-53-portuguese-q4_k.gguf -f audio.wav -l pt

# Auto-download via registry alias once published:
crispasr --backend wav2vec2 -m auto --auto-download -l pt -f audio.wav

Provenance

Converted from the upstream Hugging Face checkpoint with models/convert-wav2vec2-to-gguf.py, then quantized with build-ninja-compile/bin/crispasr-quantize.

License

Apache-2.0 — same as the upstream model card.

Provenance and EU AI Act Art. 53 note

  • —Upstream model: jonatasgrosman/wav2vec2-large-xlsr-53-portuguese — published by jonatasgrosman.
  • —Upstream licence: apache-2.0. This repository redistributes under the same terms; it grants no rights the upstream licence does not.
  • —What was done here: format conversion and/or quantisation only (GGUF/GGML). No training, no fine-tuning, no merging, no distillation, no change to architecture, vocabulary or capability. Only the numeric representation of the upstream weights differs.
  • —Training data: documented — where it is documented at all — by the upstream provider; see the upstream model card. No training data was used, added or selected by this repository.
  • —Provider status: under Regulation (EU) 2024/1689 the upstream authors remain the provider of this model. Converting the serialisation format does not make this repository the provider of a new general-purpose AI model, and no such claim is made. Questions about training content, copyright policy or model capability belong upstream.