Alexander Wettig

Coauthor of SWE-bench, SWE-agent

Starred Projects (34)

RL2 by ChenmienTan

Reinforcement learning for large language models

winglian:

willccbb:

jaredpalmer:

merrymercy:

Created 5 months ago

Updated 6 days ago

SWE-smith by SWE-bench

Toolkit for training software engineering agents

yiranwu0:

huybery:

john-b-yang:

Created 4 months ago

Updated 3 days ago

DeepEP by deepseek-ai

Expert-parallel communication library for MoE, targeting high-throughput and low-latency

parano:

JustinLin610:

zhyncs:

calvinfo:

Created 7 months ago

Updated 1 day ago

ring-flash-attention by zhuzilin

FlashAttention extension for ring attention

willccbb:

pgarbacki:

Jiayi-Pan:

MishaLaskin:

Created 1 year ago

Updated 1 week ago

LLaMA-Factory by hiyouga

Unified fine-tuning tool for 100+ LLMs & VLMs (ACL 2024)

teetone:

lysandrejik:

gregpr07:

calvinfo:

Created 2 years ago

Updated 2 days ago

torchtitan by pytorch

PyTorch platform for generative AI model training research

karpathy:

lewtun:

zhuohan123:

zhyncs:

Created 1 year ago

Updated 21 hours ago

open-r1 by huggingface

SDK for reproducing DeepSeek-R1

chiphuyen:

hammer:

vincentweisser:

shizhediao:

Created 7 months ago

Updated 1 week ago

awesome-o1 by srush

Bibliography for OpenAI's o1 project

binarybana:

tjbck:

JohannesHa:

shizhediao:

Created 11 months ago

Updated 10 months ago

sglang by sgl-project

Fast serving framework for LLMs and vision language models

samlambert:

ebursztein:

philschmid:

pankajroark:

Created 1 year ago

Updated 14 hours ago

marker by datalab-to

CLI tool for converting PDFs and other documents to Markdown, JSON, and HTML

luiscape:

bfirsh:

joewalnes:

snowzurfer:

Created 1 year ago

Updated 1 day ago

dclm by mlfoundations

Framework for LLM dataset creation, training, and evaluation

hammer:

shizhediao:

teknium1:

Created 1 year ago

Updated 1 week ago

megablocks by databricks

Lightweight library for mixture-of-experts (MoE) training

mateiz:

hiyouga:

jfrankle:

JohannesHa:

Created 2 years ago

Updated 2 months ago

SWE-agent by SWE-agent

Agent for automated software engineering (NeurIPS 2024)

truell20:

hugs:

chiphuyen:

ogabrielluiz:

Created 1 year ago

Updated 3 days ago

SPIN by uclaml

Self-Play Fine-Tuning (SPIN) research paper implementation

lewtun:

pgarbacki:

hiyouga:

natolambert:

Created 1 year ago

Updated 1 year ago

LLM-Shearing by princeton-nlp

Code for LLM pre-training acceleration via structured pruning (ICLR 2024)

bryanhelmig:

pgarbacki:

casper-hansen:

john-b-yang:

Created 1 year ago

Updated 1 year ago

RedPajama-Data by togethercomputer

Dataset pipeline for training large language models

nat:

alexey-milovidov:

chiphuyen:

Edward-Sun:

Created 2 years ago

Updated 9 months ago

data-juicer by modelscope

Data-Juicer: Data processing system for foundation models

chiphuyen:

JustinLin610:

jph00:

hiyouga:

Created 2 years ago

Updated 1 day ago

SWE-bench by SWE-bench

Benchmark for evaluating LLMs on real-world GitHub issues

pgarbacki:

shizhediao:

transitive-bullshit:

aksh-at:

Created 1 year ago

Updated 20 hours ago

outlines by dottxt-ai

SDK for structured LLM text generation

tobi:

kerollmops:

willingc:

jn2clark:

Created 2 years ago

Updated 16 hours ago

dspy by stanfordnlp

Framework for programming language models, not prompting

tobi:

mateiz:

vincentweisser:

pgarbacki:

Created 2 years ago

Updated 15 hours ago

llm-reasoners by maitrix-org

Library for advanced LLM reasoning with search algorithms

lewtun:

Ying1123:

chiphuyen:

vincentweisser:

Created 2 years ago

Updated 3 months ago

flash-attention by Dao-AILab

Fast, memory-efficient attention implementation

karpathy:

Jiayi-Pan:

zhiyuan8:

alexchen4ai:

Created 3 years ago

Updated 1 day ago

tiktoken by openai

Fast BPE tokenizer for OpenAI models

nat:

gregpr07:

chuanli11:

hammer:

Created 2 years ago

Updated 2 weeks ago

ALCE by princeton-nlp

Benchmark for evaluating LLMs' citation abilities

pgarbacki:

hammer:

Created 2 years ago

Updated 11 months ago

AutoCompressors by princeton-nlp

Research paper adapting LMs for long context compression

Created 2 years ago

Updated 1 year ago

Sophia by Liuhong99

Optimizer for language model pre-training (research paper)

chiphuyen:

vincentweisser:

eiso:

jph00:

Created 2 years ago

Updated 1 year ago

EasyLM by young-geng

LLM training/finetuning framework in JAX/Flax

Jiayi-Pan:

chiphuyen:

shizhediao:

zhuohan123:

Created 2 years ago

Updated 1 year ago

stanford_alpaca by tatsu-lab

Instruction-following LLaMA model training and data generation

karpathy:

john-b-yang:

pgarbacki:

osanseviero:

Created 2 years ago

Updated 1 year ago

LM-BFF by princeton-nlp

Research paper on few-shot fine-tuning of language models

shizhediao:

Created 4 years ago

Updated 3 years ago

lightning-transformers by Lightning-Universe

Archived library for training Transformers with PyTorch Lightning

soldni:

luiscape:

lantiga:

Created 4 years ago

Updated 2 years ago

haystack by deepset-ai

AI orchestration framework for LLM application development

tobi:

rodrigosnader:

maxdeichmann:

atroyn:

Created 5 years ago

Updated 14 hours ago

normalizing_flows by kamenbliznashki

PyTorch for density estimation research

chenlin9:

Created 6 years ago

Updated 4 years ago

vdvae by openai

Research paper implementation for very deep VAE models

aravindsrinivas:

chenlin9:

jn2clark:

Created 4 years ago

Updated 2 years ago

pytorch-generative by EugenHotaj

PyTorch library for generative modeling

Created 5 years ago

Updated 2 years ago

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