Xuechen Li (lxuechen)

lxuechen

Geek Repo

Company:Stanford University

Home Page:www.lxuechen.com

Twitter:@lxuechen

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Organizations
lxuechen-org
stanford-crfm
stanfordnlp
VectorInstitute

Xuechen Li's starred repositories

grok-1

Grok open release

Language:PythonLicense:Apache-2.0Stargazers:48993Issues:553Issues:197

jina

☁️ Build multimodal AI applications with cloud-native stack

Language:PythonLicense:Apache-2.0Stargazers:20355Issues:208Issues:1937

SWE-agent

SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It solves 12.47% of bugs in the SWE-bench evaluation set and takes just 1 minute to run.

Language:PythonLicense:MITStargazers:11615Issues:85Issues:284

rustup

The Rust toolchain installer

Language:RustLicense:Apache-2.0Stargazers:5978Issues:115Issues:1951

gemma.cpp

lightweight, standalone C++ inference engine for Google's Gemma models.

Language:C++License:Apache-2.0Stargazers:5611Issues:37Issues:70

rerun

Visualize streams of multimodal data. Fast, easy to use, and simple to integrate. Built in Rust using egui.

Language:RustLicense:Apache-2.0Stargazers:5484Issues:57Issues:2571

LLocalSearch

LLocalSearch is a completely locally running search aggregator using LLM Agents. The user can ask a question and the system will use a chain of LLMs to find the answer. The user can see the progress of the agents and the final answer. No OpenAI or Google API keys are needed.

Language:GoLicense:Apache-2.0Stargazers:5313Issues:28Issues:89

zsh-autocomplete

🤖 Real-time type-ahead completion for Zsh. Asynchronous find-as-you-type autocompletion.

Language:ShellLicense:MITStargazers:4934Issues:25Issues:493

fswatch

A cross-platform file change monitor with multiple backends: Apple OS X File System Events, *BSD kqueue, Solaris/Illumos File Events Notification, Linux inotify, Microsoft Windows and a stat()-based backend.

Language:C++License:GPL-3.0Stargazers:4932Issues:104Issues:266

llm-answer-engine

Build a Perplexity-Inspired Answer Engine Using Next.js, Groq, Llama-3, Langchain, OpenAI, Upstash, Brave & Serper

Language:TypeScriptLicense:MITStargazers:4160Issues:45Issues:43

LLMLingua

To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.

Language:PythonLicense:MITStargazers:4069Issues:32Issues:102

external-secrets

External Secrets Operator reads information from a third-party service like AWS Secrets Manager and automatically injects the values as Kubernetes Secrets.

Language:GoLicense:Apache-2.0Stargazers:4050Issues:47Issues:1199

cuml

cuML - RAPIDS Machine Learning Library

Language:C++License:Apache-2.0Stargazers:4000Issues:70Issues:2407

h2o-llmstudio

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://h2oai.github.io/h2o-llmstudio/

Language:PythonLicense:Apache-2.0Stargazers:3713Issues:45Issues:352

text-embeddings-inference

A blazing fast inference solution for text embeddings models

Language:RustLicense:Apache-2.0Stargazers:2148Issues:27Issues:174

golink

A private shortlink service for tailnets

Language:GoLicense:BSD-3-ClauseStargazers:1159Issues:28Issues:45

nomic

Interact, analyze and structure massive text, image, embedding, audio and video datasets

distilabel

⚗️ distilabel is a framework for synthetic data and AI feedback for AI engineers that require high-quality outputs, full data ownership, and overall efficiency.

Language:PythonLicense:Apache-2.0Stargazers:1033Issues:12Issues:280

Xwin-LM

Xwin-LM: Powerful, Stable, and Reproducible LLM Alignment

tunnelmole-client

Tunnelmole - Connect to local servers from anywhere

Language:TypeScriptLicense:MITStargazers:935Issues:6Issues:40

yet-another-applied-llm-benchmark

A benchmark to evaluate language models on questions I've previously asked them to solve.

Language:PythonLicense:GPL-3.0Stargazers:787Issues:15Issues:7

filelock

A platform-independent file lock for Python.

Language:PythonLicense:UnlicenseStargazers:699Issues:16Issues:111

attorch

A subset of PyTorch's neural network modules, written in Python using OpenAI's Triton.

Language:PythonLicense:MITStargazers:409Issues:7Issues:2

rank-amateur-cowsay

Fork me if you want to maintain cowsay.

Language:PerlLicense:GPL-3.0Stargazers:375Issues:13Issues:0

arena-hard-auto

Arena-Hard-Auto: An automatic LLM benchmark.

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:249Issues:6Issues:20
Language:Jupyter NotebookLicense:Apache-2.0Stargazers:157Issues:9Issues:0

aiorwlock

Read/Write Lock - synchronization primitive for asyncio

Language:PythonLicense:Apache-2.0Stargazers:135Issues:14Issues:13

lorax

LoRA for arbitrary JAX models and functions

Language:PythonLicense:MITStargazers:121Issues:3Issues:9

WildBench

Benchmarking LLMs with Challenging Tasks from Real Users

Language:PythonLicense:Apache-2.0Stargazers:95Issues:4Issues:2

exaggerated-safety

Röttger et al. (2023): "XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models"

Language:Jupyter NotebookLicense:CC-BY-4.0Stargazers:39Issues:3Issues:0