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Writer's Projects

errant icon errant

ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences.

lm-critic icon lm-critic

[EMNLP 2021] LM-Critic: Language Models for Unsupervised Grammatical Error Correction

maxwell icon maxwell

Maxwell's daemon, a mysql-to-json kafka producer

palmyra-med-research icon palmyra-med-research

Palmyra-Med: Instruction-Based Fine-Tuning of LLMs Enhancing Medical Domain Performance

peft icon peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

pie icon pie

Fast + Non-Autoregressive Grammatical Error Correction using BERT. Code and Pre-trained models for paper "Parallel Iterative Edit Models for Local Sequence Transduction": www.aclweb.org/anthology/D19-1435.pdf (EMNLP-IJCNLP 2019)

replacy icon replacy

spaCy match and replace, maintaining conjugation

replacy_article_agreer icon replacy_article_agreer

A replaCy component to manage indirect article agreement, that is, to deal with making "a" and "an" be correct so you don't have to think about them in your matches.

rwkv-lm-instruct icon rwkv-lm-instruct

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

transformers-onnx icon transformers-onnx

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

turndown icon turndown

🛏 An HTML to Markdown converter written in JavaScript

unicorn icon unicorn

BigTable, Document and Graph Database with Full Text Search

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