Nathan Lambert

Research Scientist at AI2

Starred Projects (54)

chat_templates by chujiezheng

Chat templates for HuggingFace LLMs

shizhediao:

soldni:

winglian:

osanseviero:

Created 1 year ago

Updated 9 months ago

OLMoE.swift by allenai

Swift app for local, offline AI experience

ggerganov:

Created 1 year ago

Updated 5 months ago

verdict by haizelabs

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

didierrlopes:

thomwolf:

willccbb:

hammer:

Created 9 months ago

Updated 2 weeks ago

CodeIO by hkust-nlp

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

Created 7 months ago

Updated 4 months ago

awesome-open-source-lms by allenai

Curated list of open-source language models and resources

hammer:

Created 9 months ago

Updated 3 days ago

awesome-o1 by srush

Bibliography for OpenAI's o1 project

binarybana:

tjbck:

JohannesHa:

shizhediao:

Created 11 months ago

Updated 10 months ago

RLAIF-V by RLHF-V

Framework for aligning MLLMs using open-source AI feedback

Created 1 year ago

Updated 4 months ago

OLMoE by allenai

Open MoE language model research paper

Created 1 year ago

Updated 6 months ago

nomic by nomic-ai

Python client for massive unstructured data interaction

willingc:

transitive-bullshit:

gakonst:

chitalian:

Created 3 years ago

Updated 3 months ago

MAP-NEO by multimodal-art-projection

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

hiyouga:

soldni:

Created 1 year ago

Updated 7 months ago

RLHF-Reward-Modeling by RLHFlow

Recipes to train reward models for RLHF

hiyouga:

osanseviero:

Created 1 year ago

Updated 4 months ago

OpenRLHF by OpenRLHF

RLHF framework for scalable training of large language models

parano:

vincentweisser:

binarybana:

Ying1123:

Created 2 years ago

Updated 3 days ago

arena-hard-auto by lmarena

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

hiyouga:

pgarbacki:

zhuohan123:

merrymercy:

Created 1 year ago

Updated 2 months ago

smol-podcaster by FanaHOVA

Podcast production agent

kiwicopple:

schickling:

ishaan-jaff:

transitive-bullshit:

Created 2 years ago

Updated 1 month ago

yet-another-applied-llm-benchmark by carlini

LLM benchmark for evaluating models on previously asked programming questions

karpathy:

ezyang:

patrickvonplaten:

simonw:

Created 1 year ago

Updated 4 months ago

DataDreamer by datadreamer-dev

Python library for synthetic data generation and training workflows

soldni:

hammer:

omarsar:

JustinLin610:

Created 2 years ago

Updated 7 months ago

alpaca_eval by tatsu-lab

Automatic evaluator for instruction-following language models

philschmid:

shizhediao:

bhancock8:

lewtun:

Created 2 years ago

Updated 1 month ago

SPIN by uclaml

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

CodeCreator:

lewtun:

pgarbacki:

hiyouga:

Created 1 year ago

Updated 1 year ago

llm-swarm by huggingface

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

thomwolf:

osanseviero:

lewtun:

Created 1 year ago

Updated 1 year ago

mergekit by arcee-ai

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

shizhediao:

Ying1123:

transitive-bullshit:

thomwolf:

Created 2 years ago

Updated 1 day ago

do-not-answer by Libr-AI

Dataset for evaluating LLM safety mechanisms

winglian:

Created 2 years ago

Updated 1 year ago

reward-bench by allenai

Reward model evaluation tool

lewtun:

shizhediao:

soldni:

Created 1 year ago

Updated 3 months ago

OLMo by allenai

Open language model code for training, evaluation, and inference

tjbck:

winglian:

john-b-yang:

transitive-bullshit:

Created 2 years ago

Updated 1 week ago

open-instruct by allenai

Training codebase for instruction-following language models

vincentweisser:

RJT1990:

pgarbacki:

jn2clark:

Created 2 years ago

Updated 15 hours ago

distilabel by argilla-io

Framework for synthetic data and AI feedback pipelines

lvwerra:

jn2clark:

hiyouga:

pgarbacki:

Created 1 year ago

Updated 3 days ago

unified-io-2 by allenai

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

Jiayi-Pan:

shizhediao:

jwyang:

teknium1:

Created 1 year ago

Updated 1 year ago

mamba by state-spaces

Mamba SSM architecture for sequence modeling

geohot:

alexchen4ai:

luiscape:

zhiyuan8:

Created 1 year ago

Updated 2 weeks ago

FastChat by lm-sys

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

aangelopoulos:

osanseviero:

lewtun:

chiphuyen:

Created 2 years ago

Updated 3 months ago

alignment-handbook by huggingface

Handbook for aligning language models with human/AI preferences

eugeneyan:

drishanarora:

philschmid:

vincentweisser:

Created 2 years ago

Updated 1 week ago

evaluate by huggingface

ML model evaluation library for standardized performance reporting

clmnt:

chiphuyen:

lvwerra:

hammer:

Created 3 years ago

Updated 1 month ago

chatarena by Farama-Foundation

Multi-agent environment for LLM research

hammer:

chiphuyen:

omarsar:

abidlabs:

Created 2 years ago

Updated 1 month ago

evals by openai

Framework for evaluating LLMs and LLM systems, plus benchmark registry

aangelopoulos:

chiphuyen:

agola11:

taranjeet:

Created 2 years ago

Updated 9 months ago

OpenChatKit by togethercomputer

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

AntonOsika:

pgarbacki:

winglian:

casper-hansen:

Created 2 years ago

Updated 1 year ago

large_language_model_training_playbook by huggingface

Tips for training large language models

stas00:

osanseviero:

lysandrejik:

abhishekkrthakur:

Created 2 years ago

Updated 2 years ago

MiniChain by srush

Tiny library for coding with large language models

soldni:

hiyouga:

lysandrejik:

jph00:

Created 2 years ago

Updated 1 year ago

PaLM-rlhf-pytorch by lucidrains

RLHF implementation on PaLM

pgarbacki:

winglian:

osanseviero:

jquesnelle:

Created 2 years ago

Updated 2 weeks ago

trl by huggingface

Library for transformer RL

jeffchuber:

vincentweisser:

tjbck:

alexchen4ai:

Created 5 years ago

Updated 13 hours ago

theseus by facebookresearch

Library for differentiable nonlinear optimization layers in PyTorch

srush:

Created 3 years ago

Updated 8 months ago

rl by pytorch

PyTorch library for reinforcement learning research

evhub:

Jiayi-Pan:

Created 3 years ago

Updated 2 days ago

diffusers by huggingface

PyTorch/Flax library for diffusion model research and applications

karpathy:

clmnt:

vincentweisser:

hammer:

Created 3 years ago

Updated 12 hours ago

trlx by CarperAI

Distributed RLHF for LLMs

nat:

chiphuyen:

eugeneyan:

huybery:

Created 3 years ago

Updated 1 year ago

nn-zero-to-hero by karpathy

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

zhiyuan8:

didierrlopes:

omarsar:

ogabrielluiz:

Created 3 years ago

Updated 1 year ago

makemore by karpathy

Character-level language model for generating text

osanseviero:

deshraj:

Created 3 years ago

Updated 1 year ago

Awesome-LLM-Robotics by GT-RIPL

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

Jiayi-Pan:

vnivargi:

huybery:

Created 3 years ago

Updated 1 month ago

cleanrl by vwxyzjn

RL algorithms implementation with research-friendly features

sxyu:

john-b-yang:

lysandrejik:

infwinston:

Created 6 years ago

Updated 2 months ago

aqueduct by RunLLM

MLOps framework for cloud deployment of LLM/ML workloads

ShishirPatil:

hammer:

jheer:

spencerkimball:

Created 3 years ago

Updated 2 years ago

transformers by huggingface

ML library for pretrained model inference and training

clmnt:

lilianweng:

karpathy:

tjbck:

Created 6 years ago

Updated 12 hours ago

tianshou by thu-ml

PyTorch RL library for algorithm development and application

chiphuyen:

pgarbacki:

shizhediao:

youkaichao:

Created 7 years ago

Updated 1 week ago

TD3 by sfujim

PyTorch implementation of TD3 for OpenAI gym tasks

lucidrains:

jachiam:

Created 7 years ago

Updated 2 years ago

PettingZoo by Farama-Foundation

Python library for multi-agent reinforcement learning environments

chiphuyen:

Created 5 years ago

Updated 1 week ago

rlpyt by astooke

PyTorch library for deep reinforcement learning research

chenlin9:

suquark:

hammer:

jspahrsummers:

Created 6 years ago

Updated 4 years ago

rlkit by rail-berkeley

RL algorithm collection implemented in PyTorch

aravindsrinivas:

MishaLaskin:

millionintegrals:

jiamings:

Created 7 years ago

Updated 1 year ago

roboschool by openai

Deprecated robot simulation software integrated with OpenAI Gym

aravindsrinivas:

truell20:

bcherny:

vincentweisser:

Created 8 years ago

Updated 2 years ago

baselines by openai

RL algorithm implementations for research

aravindsrinivas:

lilianweng:

JohannesHa:

jspahrsummers:

Created 8 years ago

Updated 1 year ago

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