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

attorch

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

Language:PythonLicense:MITStargazers:402Issues:0Issues:0

h2o-llmstudio

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

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text-embeddings-inference

A blazing fast inference solution for text embeddings models

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Xwin-LM

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

Language:PythonStargazers:978Issues:0Issues:0

exaggerated-safety

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

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tunnelmole-client

Tunnelmole - Connect to local servers from anywhere

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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:782Issues:0Issues:0

rerun

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

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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.

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SWE-agent

SWE-agent takes a GitHub issue and tries to automatically fix it, using GPT-4, or your LM of choice. It solves 12.29% of bugs in the SWE-bench evaluation set and takes just 1.5 minutes to run.

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zsh-autocomplete

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

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jina

☁️ Build multimodal AI applications with cloud-native stack

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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.

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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:4003Issues:0Issues:0

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.

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golink

A private shortlink service for tailnets

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llm-answer-engine

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

Language:TypeScriptLicense:MITStargazers:4057Issues:0Issues:0

arena-hard-auto

Arena-Hard-Auto: An automatic LLM benchmark.

Language:Jupyter NotebookLicense:Apache-2.0Stargazers:216Issues:0Issues:0

aiorwlock

Read/Write Lock - synchronization primitive for asyncio

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filelock

A platform-independent file lock for Python.

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cuml

cuML - RAPIDS Machine Learning Library

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WildBench

Benchmarking LLMs with Challenging Tasks from Real Users

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external-secrets

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

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gemma.cpp

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

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lorax

LoRA for arbitrary JAX models and functions

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rustup

The Rust toolchain installer

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grok-1

Grok open release

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rank-amateur-cowsay

Fork me if you want to maintain cowsay.

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nomic

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

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