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cstr/bttr-handwritten-math-gguf

sourceHugging Facecc-by-nc-sa-3.0updated 4mo agoView on Hugging Face
1likes245downloads
Model Card

BTTR Handwritten Math OCR — GGUF

BTTR (Bidirectional Training for Handwritten Text Recognition) for handwritten mathematical expression recognition, converted to GGUF format for CrispEmbed.

License

CC BY-NC-SA 3.0 — the model code is MIT (Green-Wood/BTTR), but the weights were trained on CROHME 2014 (CC BY-NC-SA 3.0). The training data license propagates to the trained weights.

  • Personal, educational, and research use: allowed
  • Apps (including commercial): allowed — the NC clause applies to the weights, not to software that loads them. Users download the weights separately and accept the NC terms.
  • Redistributing or selling the weights themselves: not allowed

The C++ inference engine (CrispEmbed, MIT license) and GGUF converter are original clean-room implementations.

Model details

PropertyValue
ArchitectureDenseNet encoder + 3-layer Transformer decoder
Parameters6.5M
Training dataCROHME 2014 (CC BY-NC-SA 3.0)
Vocabulary113 LaTeX tokens
CROHME 2014 eval49.2% raw / 49.8% parsed (greedy, 986 images)

Files

FileQuantSize
bttr-hw-f32.ggufF3225 MB
bttr-hw-q8_0.ggufQ8_013 MB
bttr-hw-q4_k.ggufQ4_K11 MB

References