Alexander Wettig

@CodeCreator

Author of SWE-bench, SWE-agent

View on GitHub

Starred Projects (32)

Starred by

Calvin French-Owen(Coounder of Segment) and

Michael Han(Cofounder of Unsloth).

DeepEP by deepseek-ai

0.4%

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

created 5 months ago

updated 1 day ago

Starred by

Jiayi Pan(Author of SWE-Gym; AI Researcher at UC Berkeley).

ring-flash-attention by zhuzilin

1.1%

827

FlashAttention extension for ring attention

created 1 year ago

updated 1 week ago

Starred by

Lysandre Debut(Chief Open-Source Officer at Hugging Face),

Calvin French-Owen(Coounder of Segment), and

8 more.

LLaMA-Factory by hiyouga

0.8%

55k

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

created 2 years ago

updated 3 days ago

Starred by

Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n),

Zhuohan Li(Author of vLLM), and

5 more.

torchtitan by pytorch

0.9%

PyTorch platform for generative AI model training research

created 1 year ago

updated 19 hours ago

Starred by

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems),

Jeff Hammerbacher(Cofounder of Cloudera), and

9 more.

open-r1 by huggingface

0.2%

25k

SDK for reproducing DeepSeek-R1

created 6 months ago

updated 3 days ago

Starred by

Tim J. Baek(Founder of Open WebUI),

Nathan Lambert(AI Researcher at AI2), and

1 more.

awesome-o1 by srush

Bibliography for OpenAI's o1 project

created 9 months ago

updated 8 months ago

Starred by

Elie Bursztein(Cybersecurity Lead at Google DeepMind),

Philipp Schmid(DevRel at Google DeepMind), and

17 more.

sglang by sgl-project

1.1%

16k

Fast serving framework for LLMs and vision language models

created 1 year ago

updated 11 hours ago

Starred by

Ben Firshman(Cofounder of Replicate),

Joe Walnes(Head of Experimental Projects at Stripe), and

10 more.

marker by datalab-to

0.6%

27k

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

created 1 year ago

updated 21 hours ago

Starred by

Teknium(Cofounder of Nous Research).

dclm by mlfoundations

0.4%

Framework for LLM dataset creation, training, and evaluation

created 1 year ago

updated 4 months ago

Starred by

Matei Zaharia(Cofounder of Databricks),

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems), and

6 more.

megablocks by databricks

0.1%

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

created 2 years ago

updated 1 month ago

Starred by

Michael Truell(Cofounder of Cursor),

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems), and

13 more.

SWE-agent by SWE-agent

0.5%

17k

Agent for automated software engineering (NeurIPS 2024)

created 1 year ago

updated 2 days ago

Starred by

Lewis Tunstall(Researcher at Hugging Face) and

Nathan Lambert(AI Researcher at AI2).

SPIN by uclaml

0.3%

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

created 1 year ago

updated 1 year ago

Starred by

John Yang(Author of SWE-bench, SWE-agent).

LLM-Shearing by princeton-nlp

0.2%

626

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

created 1 year ago

updated 1 year ago

Starred by

Nat Friedman(Former CEO of GitHub),

Alexey Milovidov(Cofounder of Clickhouse), and

5 more.

RedPajama-Data by togethercomputer

0.1%

Dataset pipeline for training large language models

created 2 years ago

updated 7 months ago

Starred by

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems),

Jeremy Howard(Cofounder of fast.ai), and

1 more.

data-juicer by modelscope

0.7%

Data-Juicer: Data processing system for foundation models

created 2 years ago

updated 1 day ago

Starred by

Travis Fischer(Founder of Agentic),

Ying Sheng(Author of SGLang), and

4 more.

SWE-bench by SWE-bench

0.8%

Benchmark for evaluating LLMs on real-world GitHub issues

created 1 year ago

updated 3 days ago

Starred by

Tobi Lutke(Cofounder of Shopify),

Clément Renault(Cofounder of Meilisearch), and

21 more.

outlines by dottxt-ai

0.3%

12k

SDK for structured LLM text generation

created 2 years ago

updated 12 hours ago

Starred by

Tobi Lutke(Cofounder of Shopify),

Matei Zaharia(Cofounder of Databricks), and

27 more.

dspy by stanfordnlp

0.6%

27k

Framework for programming language models, not prompting

created 2 years ago

updated 1 day ago

Starred by

Lewis Tunstall(Researcher at Hugging Face),

Ying Sheng(Author of SGLang), and

1 more.

llm-reasoners by maitrix-org

0.2%

Library for advanced LLM reasoning with search algorithms

created 2 years ago

updated 1 month ago

Starred by

Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n),

Jiayi Pan(Author of SWE-Gym; AI Researcher at UC Berkeley), and

15 more.

flash-attention by Dao-AILab

0.7%

19k

Fast, memory-efficient attention implementation

created 3 years ago

updated 15 hours ago

Starred by

Nat Friedman(Former CEO of GitHub),

Jeff Hammerbacher(Cofounder of Cloudera), and

11 more.

tiktoken by openai

0.4%

15k

Fast BPE tokenizer for OpenAI models

created 2 years ago

updated 4 months ago

Starred by

Jeff Hammerbacher(Cofounder of Cloudera).

ALCE by princeton-nlp

490

Benchmark for evaluating LLMs' citation abilities

created 2 years ago

updated 9 months ago

AutoCompressors by princeton-nlp

309

Research paper adapting LMs for long context compression

created 2 years ago

updated 10 months ago

Starred by

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems) and

Jeremy Howard(Cofounder of fast.ai).

Sophia by Liuhong99

965

Optimizer for language model pre-training (research paper)

created 2 years ago

updated 1 year ago

Starred by

Jiayi Pan(Author of SWE-Gym; AI Researcher at UC Berkeley),

Chip Huyen(Author of AI Engineering, Designing Machine Learning Systems), and

5 more.

EasyLM by young-geng

0.2%

LLM training/finetuning framework in JAX/Flax

created 2 years ago

updated 11 months ago

Starred by

Andrej Karpathy(Founder of Eureka Labs; Formerly at Tesla, OpenAI; Author of CS 231n),

John Yang(Author of SWE-bench, SWE-agent), and

12 more.

stanford_alpaca by tatsu-lab

0.1%

30k

Instruction-following LLaMA model training and data generation

created 2 years ago

updated 1 year ago

LM-BFF by princeton-nlp

728

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

created 4 years ago

updated 2 years ago

Starred by

Luca Antiga(CTO of Lightning AI).

lightning-transformers by Lightning-Universe

609

Archived library for training Transformers with PyTorch Lightning

created 4 years ago

updated 2 years ago

Starred by

Tobi Lutke(Cofounder of Shopify),

Anton Troynikov(Cofounder of Chroma), and

12 more.

haystack by deepset-ai

0.4%

22k

AI orchestration framework for LLM application development

created 5 years ago

updated 2 days ago

Starred by

Chenlin Meng(Cofounder of Pika).

normalizing_flows by kamenbliznashki

627

PyTorch for density estimation research

created 6 years ago

updated 4 years ago

Starred by

Aravind Srinivas(Cofounder of Perplexity) and

Chenlin Meng(Cofounder of Pika).

vdvae by openai

446

Research paper implementation for very deep VAE models

created 4 years ago

updated 2 years ago

pytorch-generative by EugenHotaj

440

PyTorch library for generative modeling

created 5 years ago

updated 1 year ago

Feedback? Help us improve.