Nathan Lambert

@natolambert

AI Researcher at AI2

View on GitHub

Starred Projects (54)

Starred by

Omar Sanseviero(DevRel at Google DeepMind).

chat_templates by chujiezheng

0.1%

688

Chat templates for HuggingFace LLMs

created 1 year ago

updated 7 months ago

Starred by

Georgi Gerganov(Author of llama.cpp, whisper.cpp).

OLMoE.swift by allenai

0.3%

296

Swift app for local, offline AI experience

created 10 months ago

updated 3 months ago

Starred by

Didier Lopes(Founder of OpenBB),

Thomas Wolf(Cofounder of Hugging Face), and

1 more.

verdict by haizelabs

2.3%

264

Framework for LLM-as-a-judge systems, scaling evaluation

created 7 months ago

updated 2 weeks ago

CodeIO by hkust-nlp

0.2%

538

Research paper enhancing LLMs' reasoning via code I/O prediction

created 5 months ago

updated 2 months ago

awesome-open-source-lms by allenai

286

Curated list of open-source language models and resources

created 7 months ago

updated 7 months ago

Starred by

Tim J. Baek(Founder of Open WebUI),

Alexander Wettig(Author of SWE-bench, SWE-agent), and

1 more.

awesome-o1 by srush

Bibliography for OpenAI's o1 project

created 9 months ago

updated 8 months ago

RLAIF-V by RLHF-V

0.3%

392

Framework for aligning MLLMs using open-source AI feedback

created 1 year ago

updated 2 months ago

OLMoE by allenai

0.8%

823

Open MoE language model research paper

created 1 year ago

updated 4 months ago

Starred by

Carol Willing(Core Contributor to CPython, Jupyter),

Travis Fischer(Founder of Agentic), and

1 more.

nomic by nomic-ai

0.3%

Python client for massive unstructured data interaction

created 3 years ago

updated 1 month ago

MAP-NEO by multimodal-art-projection

0.1%

950

Open-source LLM with pretraining data, pipeline, scripts, and alignment code

created 1 year ago

updated 5 months ago

Starred by

Omar Sanseviero(DevRel at Google DeepMind).

RLHF-Reward-Modeling by RLHFlow

0.4%

Recipes to train reward models for RLHF

created 1 year ago

updated 3 months ago

Starred by

Ying Sheng(Author of SGLang),

Lianmin Zheng(Author of SGLang), and

2 more.

OpenRLHF by OpenRLHF

0.9%

RLHF framework for scalable training of large language models

created 2 years ago

updated 1 day ago

Starred by

Zhuohan Li(Author of vLLM),

Lianmin Zheng(Author of SGLang), and

2 more.

arena-hard-auto by lmarena

0.9%

888

Automatic LLM benchmark for instruction-tuned models, correlating with human preference

created 1 year ago

updated 1 month ago

Starred by

Paul Copplestone(Cofounder of Supabase),

Travis Fischer(Founder of Agentic), and

1 more.

smol-podcaster by FanaHOVA

348

Podcast production agent

created 2 years ago

updated 10 months ago

Starred by

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

Patrick von Platen(Core Contributor to Hugging Face Transformers and Diffusers), and

3 more.

yet-another-applied-llm-benchmark by carlini

0.2%

LLM benchmark for evaluating models on previously asked programming questions

created 1 year ago

updated 3 months ago

Starred by

Jeff Hammerbacher(Cofounder of Cloudera).

DataDreamer by datadreamer-dev

0.2%

Python library for synthetic data generation and training workflows

created 2 years ago

updated 6 months ago

Starred by

Philipp Schmid(DevRel at Google DeepMind),

Lewis Tunstall(Researcher at Hugging Face), and

2 more.

alpaca_eval by tatsu-lab

0.3%

Automatic evaluator for instruction-following language models

created 2 years ago

updated 7 months ago

Starred by

Alexander Wettig(Author of SWE-bench, SWE-agent) and

Lewis Tunstall(Researcher at Hugging Face).

SPIN by uclaml

0.3%

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

created 1 year ago

updated 1 year ago

Starred by

Thomas Wolf(Cofounder of Hugging Face),

Omar Sanseviero(DevRel at Google DeepMind), and

1 more.

llm-swarm by huggingface

268

CLI tool to manage scalable open LLM inference endpoints in Slurm clusters

created 1 year ago

updated 1 year ago

Starred by

Ying Sheng(Author of SGLang),

Travis Fischer(Founder of Agentic), and

10 more.

mergekit by arcee-ai

0.5%

CLI tool for merging pretrained language models, combining strengths without retraining

created 1 year ago

updated 4 days ago

do-not-answer by Libr-AI

0.8%

268

Dataset for evaluating LLM safety mechanisms

created 1 year ago

updated 1 year ago

Starred by

Lewis Tunstall(Researcher at Hugging Face).

reward-bench by allenai

0.5%

620

Reward model evaluation tool

created 1 year ago

updated 1 month ago

Starred by

Tim J. Baek(Founder of Open WebUI),

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

3 more.

OLMo by allenai

0.2%

Open language model code for training, evaluation, and inference

created 2 years ago

updated 3 days ago

Starred by

Ross Taylor(Cofounder of General Reasoning; Creator of Papers with Code),

Daniel Han(Cofounder of Unsloth), and

3 more.

open-instruct by allenai

0.2%

Training codebase for instruction-following language models

created 2 years ago

updated 14 hours ago

Starred by

Jeremy Howard(Cofounder of fast.ai),

Philipp Schmid(DevRel at Google DeepMind), and

5 more.

distilabel by argilla-io

0.4%

Framework for synthetic data and AI feedback pipelines

created 1 year ago

updated 5 days ago

Starred by

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

Teknium(Cofounder of Nous Research).

unified-io-2 by allenai

0.3%

619

Unified-IO 2 code for training, inference, and demo

created 1 year ago

updated 1 year ago

Starred by

George Hotz(Author of tinygrad; Founder of the tiny corp, comma.ai),

Shawn Wang(Editor of Latent Space), and

8 more.

mamba by state-spaces

0.4%

16k

Mamba SSM architecture for sequence modeling

created 1 year ago

updated 2 weeks ago

Starred by

Anastasios Angelopoulos(Cofounder of LMArena),

Omar Sanseviero(DevRel at Google DeepMind), and

20 more.

FastChat by lm-sys

0.1%

39k

Open platform for training, serving, and evaluating LLM-based chatbots

created 2 years ago

updated 2 months ago

Starred by

Eugene Yan(AI Scientist at AWS),

Philipp Schmid(DevRel at Google DeepMind), and

5 more.

alignment-handbook by huggingface

0.2%

Handbook for aligning language models with human/AI preferences

created 1 year ago

updated 4 days ago

Starred by

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

Jeff Hammerbacher(Cofounder of Cloudera), and

5 more.

evaluate by huggingface

0.3%

ML model evaluation library for standardized performance reporting

created 3 years ago

updated 3 weeks ago

Starred by

Jeff Hammerbacher(Cofounder of Cloudera),

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

1 more.

chatarena by Farama-Foundation

0.3%

Multi-agent environment for LLM research

created 2 years ago

updated 1 year ago

Starred by

Anastasios Angelopoulos(Cofounder of LMArena),

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

16 more.

evals by openai

0.2%

17k

Framework for evaluating LLMs and LLM systems, plus benchmark registry

created 2 years ago

updated 7 months ago

Starred by

Anton Osika(Cofounder of Lovable),

Eugene Yan(AI Scientist at AWS), and

5 more.

OpenChatKit by togethercomputer

0.1%

Open-source toolkit for building specialized/general-purpose chat models

created 2 years ago

updated 1 year ago

Starred by

Stas Bekman(Author of Machine Learning Engineering Open Book; Research Engineer at Snowflake),

Omar Sanseviero(DevRel at Google DeepMind), and

3 more.

large_language_model_training_playbook by huggingface

478

Tips for training large language models

created 2 years ago

updated 2 years ago

Starred by

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

Jeremy Howard(Cofounder of fast.ai), and

4 more.

MiniChain by srush

0.1%

Tiny library for coding with large language models

created 2 years ago

updated 1 year ago

Starred by

Omar Sanseviero(DevRel at Google DeepMind) and

Mckay Wrigley(Founder of Takeoff AI).

PaLM-rlhf-pytorch by lucidrains

0.0%

RLHF implementation on PaLM

created 2 years ago

updated 3 months ago

Starred by

Tim J. Baek(Founder of Open WebUI),

Michael Han(Cofounder of Unsloth), and

14 more.

trl by huggingface

0.9%

15k

Library for transformer RL

created 5 years ago

updated 23 hours ago

theseus by facebookresearch

Library for differentiable nonlinear optimization layers in PyTorch

created 3 years ago

updated 6 months ago

Starred by

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

rl by pytorch

0.5%

PyTorch library for reinforcement learning research

created 3 years ago

updated 1 day ago

Starred by

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

Jeff Hammerbacher(Cofounder of Cloudera), and

20 more.

diffusers by huggingface

0.3%

30k

PyTorch/Flax library for diffusion model research and applications

created 3 years ago

updated 17 hours ago

Starred by

Nat Friedman(Former CEO of GitHub),

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

8 more.

trlx by CarperAI

0.1%

Distributed RLHF for LLMs

created 2 years ago

updated 1 year ago

Starred by

Didier Lopes(Founder of OpenBB),

Jeremy Howard(Cofounder of fast.ai), and

3 more.

nn-zero-to-hero by karpathy

0.9%

15k

Educational resource for neural network development, from basics to advanced models

created 2 years ago

updated 11 months ago

Starred by

Omar Sanseviero(DevRel at Google DeepMind) and

Deshraj Yadav(Cofounder of Mem0).

makemore by karpathy

0.5%

Character-level language model for generating text

created 3 years ago

updated 1 year ago

Starred by

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

Awesome-LLM-Robotics by GT-RIPL

0.5%

Curated list of papers using LLMs/multimodal models for robotics/RL

created 3 years ago

updated 1 week ago

Starred by

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

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

2 more.

cleanrl by vwxyzjn

0.5%

RL algorithms implementation with research-friendly features

created 6 years ago

updated 3 weeks ago

Starred by

Shishir Patil(Author of BFCL, Gorilla),

Jeff Hammerbacher(Cofounder of Cloudera), and

2 more.

aqueduct by RunLLM

521

MLOps framework for cloud deployment of LLM/ML workloads

created 3 years ago

updated 2 years ago

Starred by

Lilian Weng(Cofounder of Thinking Machines Lab),

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

41 more.

transformers by huggingface

0.2%

148k

ML library for pretrained model inference and training

created 6 years ago

updated 14 hours ago

Starred by

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

Yang Song(Professor at Caltech; Research Scientist at OpenAI).

tianshou by thu-ml

0.1%

PyTorch RL library for algorithm development and application

created 7 years ago

updated 1 day ago

Starred by

Phil Wang(Prolific Research Paper Implementer).

TD3 by sfujim

0.2%

PyTorch implementation of TD3 for OpenAI gym tasks

created 7 years ago

updated 2 years ago

Starred by

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

PettingZoo by Farama-Foundation

0.2%

Python library for multi-agent reinforcement learning environments

created 5 years ago

updated 2 months ago

Starred by

Chenlin Meng(Cofounder of Pika),

Jeff Hammerbacher(Cofounder of Cloudera), and

2 more.

rlpyt by astooke

PyTorch library for deep reinforcement learning research

created 6 years ago

updated 4 years ago

Starred by

Aravind Srinivas(Cofounder of Perplexity),

Jerry Tworek(VP of Research at OpenAI), and

1 more.

rlkit by rail-berkeley

0.1%

RL algorithm collection implemented in PyTorch

created 7 years ago

updated 1 year ago

Starred by

Aravind Srinivas(Cofounder of Perplexity),

Michael Truell(Cofounder of Cursor), and

3 more.

roboschool by openai

Deprecated robot simulation software integrated with OpenAI Gym

created 8 years ago

updated 2 years ago

Starred by

Aravind Srinivas(Cofounder of Perplexity),

Lilian Weng(Cofounder of Thinking Machines Lab), and

7 more.

baselines by openai

0.1%

16k

RL algorithm implementations for research

created 8 years ago

updated 1 year ago

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