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code-lms

Guide to using pre-trained large language models of source code

completion-artifact

daikon

Dynamic detection of likely invariants

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

flash-attention-jax

Implementation of Flash Attention in Jax

gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

homework3

Base repo for homework 3

iclr20-great

Data and Code for Reproducing "Global Relational Models of Source Code"

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

neural-nlp

[PNAS2021] The neural architecture of language: Integrative modeling converges on predictive processing

plur

PLUR (Programming-Language Understanding and Repair) is a collection of source code datasets suitable for graph-based machine learning. We provide scripts for downloading, processing, and loading the datasets. This is done by offering a unified API and data structures for all datasets.

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

studyup

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