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 repositories

private-transformers

A codebase that makes differentially private training of transformers easy.

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ml-swissknife

An ML research codebase built with friends :)

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minRLHF

A minimal PyTorch re-implementation of RLHF

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accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

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bitsandbytes

8-bit CUDA functions for PyTorch

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BLIP

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

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failure-directions

Distilling Model Failures as Directions in Latent Space

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FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

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group_DRO

Distributionally robust neural networks for group shifts

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imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

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jax_privacy

Algorithms for Privacy-Preserving Machine Learning in JAX

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latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

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opacus

Training PyTorch models with differential privacy

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open_flamingo

An open-source framework for training large multimodal models.

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peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

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phc-winner-argon2

The password hash Argon2, winner of PHC

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RL4LMs-lxuechen

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

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self-instruct

Aligning pretrained language models with instruction data generated by themselves.

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shap

A game theoretic approach to explain the output of any machine learning model.

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summarize-from-feedback

Code for "Learning to summarize from human feedback"

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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triton

Development repository for the Triton language and compiler

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trl-lxuechen

Train transformer language models with reinforcement learning.

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