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Rigourous evaluation of LLM-synthesized code - NeurIPS 2023
The MiBench testsuite, extended for use in general embedded environments
Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory
Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
ROCm / triton
Forked from triton-lang/tritonDevelopment repository for the Triton language and compiler
A performance library for machine learning applications.
A beautiful, simple, clean, and responsive Jekyll theme for academics
Transformer: PyTorch Implementation of "Attention Is All You Need"
Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616
[CVPR2021] Task-Aware Variational Adversarial Active Learning
PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book
Code for the EMNLP 2021 Paper "Active Learning by Acquiring Contrastive Examples" & the ACL 2022 Paper "On the Importance of Effectively Adapting Pretrained Language Models for Active Learning"
Code for Noisy Student Training. https://arxiv.org/abs/1911.04252
A clean customizable documentation theme for Sphinx