Cited 83-model x 49-benchmark LLM evaluation matrix with 18 matrix completion methods

Leetcode for Pytorch

Fully open data curation for reasoning models

A brief and partial summary of RLHF algorithms.

Stanford NLP Python library for benchmarking the utility of LLM interpretability methods

This is the github repo for our CoLM 2024 paper "Beyond Relevance: Evaluate and Improve Retrievers on Perspective Awareness".

Multi-Turn RAG Benchmark

[NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward

Benchmarking library for RAG

Automatic evals for LLMs

Official Code for MIMETIC^2

An Open-source Toolkit for LLM Development

Robust recipes to align language models with human and AI preferences

FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.

Code repository for the paper - "Matryoshka Representation Learning"

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

PyTorch implementation of the Word2Vec (Skip-Gram Model) and visualizing the trained embeddings using TSNE

Fast Differentiable Sorting and Ranking

TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...

ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet

Code release for "Git Re-Basin: Merging Models modulo Permutation Symmetries"

Paper and Code for "Curriculum Learning by Optimizing Learning Dynamics" (AISTATS 2021)

Corruption and Perturbation Robustness (ICLR 2019)