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tensordot/syntaxdot

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Neural syntax annotator, supporting sequence labeling, lemmatization, and dependency parsing.

5 mentions on Hacker News by 1 person: 0 stories, 5 comments · first 2021-02-01 · latest 2023-08-08

Mentions per year 5 mentions · busiest year 2021 (2)
20082026
  1. …Laurent Mazare's excellent Torch binding (tch-rs, it looks like he is also working on Candle): https://github.com/tensordot/syntaxdot However, the deployment story was always quite difficult. The PyTorch C++ API is not stable, so a…
    comment by danieldk · 2023-08-08 · in Candle: Torch Replacement in Rust
  2. …this in the past to make a transformer-based syntax annotator. Fully in Rust, no Python required: https://github.com/tensordot/syntaxdot
  3. …E.g. I made a multi-task transformer-based syntax annotator in Rust using the tch Torch binding: https://github.com/tensordot/syntaxdot In my current job I do NLP with Python, Cython, and some C++. I don't think implementing ML stuff in…
  4. …world of pain. Even things like mixed-precision training are fairly easy to do through the API. [1] https://github.com/tensordot/syntaxdot
    comment by danieldk · 2021-03-05 · in PyTorch 1.8, with AMD ROCm support
  5. …speeds with some tricks (distillation, length-based bucketing in batches, using MKL, etc.). [1] https://github.com/tensordot/syntaxdot/tree/main/syntaxdot-t...
    comment by danieldk · 2021-02-01 · in SpaCy 3.0