Veeru Mehta's repositories
code-bert-score
CodeBERTScore: an automatic metric for code generation, based on BERTScore
code-transformer
Implementation of the paper "Language-agnostic representation learning of source code from structure and context".
code_tokenize
Fast tokenization and structural analysis of any programming language
CodeTF
CodeTF: One-stop Transformer Library for State-of-the-art Code LLM
developer
with 100k context windows on the way, it's now feasible for every dev to have their own smol developer
dmls-book
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
ggml
Tensor library for machine learning
gpt-neox
An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.
graph4code
GraphGen4Code: a toolkit for creating code knowledge graphs based on WALA code analysis and extraction of documentation and forum content.
human-eval
Code for the paper "Evaluating Large Language Models Trained on Code"
jemma
JEMMA: An Extensible Java dataset for Many ML4Code Applications
langchain
⚡ Building applications with LLMs through composability ⚡
llm-numbers
Numbers every LLM developer should know
magicoder
Magicoder: Source Code Is All You Need
ml4code.github.io
Website for "A Survey of Machine Learning for Big Code and Naturalness"
multilang-code-datasets
Multiple language specific code datasets
pseudo-code-instructions
Pseudo-code Instructions dataset
scikit-llm
Seamlessly integrate powerful language models like ChatGPT into scikit-learn for enhanced text analysis tasks.
starcoder
Home of StarCoder: fine-tuning & inference!
StarCoderEx
Extension for using alternative GitHub Copilot (StarCoder API) in VSCode
summarization_tf
Implementation of "Automatic Source Code Summarization with Extended Tree-LSTM"
unlimiformer
Public repo for the preprint "Unlimiformer: Long-Range Transformers with Unlimited Length Input"
XLCoST
Code and data for XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence
zep
Zep: A long-term memory store for LLM / Chatbot applications