Xingyao Wang (xingyaoww)

xingyaoww

Geek Repo

Company:University of Illinois Urbana-Champaign

Location:Urbana, IL

Home Page:xwang.dev

Twitter:@xingyaow_

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Xingyao Wang's starred repositories

langchain

🦜🔗 Build context-aware reasoning applications

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tldr

📚 Collaborative cheatsheets for console commands

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llama_index

LlamaIndex is a data framework for your LLM applications

Language:PythonLicense:MITStargazers:36476Issues:245Issues:5419

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

Language:PythonLicense:Apache-2.0Stargazers:29506Issues:341Issues:268

evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

Language:PythonLicense:NOASSERTIONStargazers:14958Issues:262Issues:210

gpt4-pdf-chatbot-langchain

GPT4 & LangChain Chatbot for large PDF docs

fauxpilot

FauxPilot - an open-source alternative to GitHub Copilot server

Language:PythonLicense:MITStargazers:14589Issues:123Issues:133

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Language:PythonLicense:MITStargazers:9043Issues:65Issues:1480

trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

Language:PythonLicense:MITStargazers:4488Issues:50Issues:290

Awesome-LLM-Robotics

A comprehensive list of papers using large language/multi-modal models for Robotics/RL, including papers, codes, and related websites

Language:PythonLicense:Apache-2.0Stargazers:2672Issues:36Issues:140

OFA

Official repository of OFA (ICML 2022). Paper: OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework

Language:PythonLicense:Apache-2.0Stargazers:2414Issues:21Issues:364

human-eval

Code for the paper "Evaluating Large Language Models Trained on Code"

Language:PythonLicense:MITStargazers:2394Issues:130Issues:36

RL4LMs

A modular RL library to fine-tune language models to human preferences

Language:PythonLicense:Apache-2.0Stargazers:2203Issues:24Issues:58

jellyfish

🪼 a python library for doing approximate and phonetic matching of strings.

Language:Jupyter NotebookLicense:MITStargazers:2065Issues:42Issues:137

MineDojo

Building Open-Ended Embodied Agents with Internet-Scale Knowledge

Language:JavaLicense:MITStargazers:1790Issues:28Issues:122

rpyc

RPyC (Remote Python Call) - A transparent and symmetric RPC library for python

Language:PythonLicense:NOASSERTIONStargazers:1571Issues:60Issues:426

ai2thor

An open-source platform for Visual AI.

Language:C#License:Apache-2.0Stargazers:1165Issues:67Issues:598

PythonProgrammingPuzzles

A Dataset of Python Challenges for AI Research

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bigcode-evaluation-harness

A framework for the evaluation of autoregressive code generation language models.

Language:PythonLicense:Apache-2.0Stargazers:802Issues:12Issues:144

OpenELM

Evolution Through Large Models

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paxml

Pax is a Jax-based machine learning framework for training large scale models. Pax allows for advanced and fully configurable experimentation and parallelization, and has demonstrated industry leading model flop utilization rates.

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procthor

🏘️ Scaling Embodied AI by Procedurally Generating Interactive 3D Houses

Language:PythonLicense:Apache-2.0Stargazers:283Issues:9Issues:41

Implicit-Language-Q-Learning

Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"

Language:PythonLicense:MITStargazers:196Issues:6Issues:8

DrRepair

[ICML 2020] DrRepair: Learning to Repair Programs from Error Messages

Language:PythonLicense:MITStargazers:191Issues:7Issues:13

code-bert-score

CodeBERTScore: an automatic metric for code generation, based on BERTScore

Language:Jupyter NotebookLicense:MITStargazers:167Issues:6Issues:5