Eugene Yan

AI Scientist at AWS

Authored Projects (6)

Starred by

Eric Zhu

Eric Zhu(Coauthor of AutoGen; Research Scientist at Microsoft Research).

news-agents by eugeneyan

News aggregation system in the terminal

Uses Amazon Q CLI as agent harness for news summarization.
Leverages MCP to parse RSS feeds from sources like Hacker News.
Employs tmux for terminal splitting and parallel agent monitoring.

Created 1 year ago

Updated 1 year ago

Starred by

Dan Guido

Dan Guido(Cofounder of Trail of Bits),

Albert Gu

Albert Gu(Cofounder of Cartesia; Professor at CMU),

Chip Huyen

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

Taranjeet Singh

Taranjeet Singh(Cofounder of Mem0), and

7 more.

open-llms by eugeneyan

Curated list of commercially-usable open LLMs

Models: T5, RWKV, GPT-NeoX, YaLM, UL2, Bloom, ChatGLM, Cerebras-GPT, Pythia, Dolly, StableLM, FastChat-T5, DLite, h2oGPT, MPT, RedPajama, OpenLLaMA, Falcon, GPT-J, LLaMA 2, XGen, Jais, Mistral, DeepSeek, Mixtral, Qwen, Gemma, Grok, Phi, Yi.
Includes code-specific models: SantaCoder, CodeGen, StarCoder, Replit Code, CodeT5+, DeciCoder, Code Llama.
Datasets for pre-training, instruction-tuning, and alignment-tuning.
License info: Apache 2.0, MIT, CC BY-SA-4.0, OpenRAIL-M v1, BSD-3-Clause.

Created 3 years ago

Updated 1 year ago

Starred by

Shawn Wang

Shawn Wang(Editor of Latent Space).

llm-paper-notes by eugeneyan

LLM paper notes: Core concepts and innovations

Distills foundational transformer architectures, scaling laws, and pre-training/fine-tuning paradigms.
Explores retrieval augmentation (RAG), agentic systems, and multimodal models for vision and speech.
Details efficiency optimizations like FlashAttention, LoRA variants, and Mixture of Experts (MoE).
Covers alignment techniques (RLAIF, DPO) and self-training for robust model development.

Created 2 years ago

Updated 2 years ago

Starred by

Travis Fischer

Travis Fischer(Founder of Agentic),

Shawn Wang

Shawn Wang(Editor of Latent Space),

Deshraj Yadav

Deshraj Yadav(Cofounder of Mem0),

Omar Sanseviero

Omar Sanseviero(DevRel at Google DeepMind), and

8 more.

applied-ml by eugeneyan

ML resource collection: papers/blogs sharing data science & ML production work

Problem framing insights: personalization as recsys, search, sequences.
ML techniques: successes, failures, science, literature, references.
Real-world results: ROI assessment for ML project implementation.

Created 6 years ago

Updated 2 years ago

Starred by

Chip Huyen

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

Jeff Hammerbacher

Jeff Hammerbacher(Cofounder of Cloudera).

obsidian-copilot by eugeneyan

Prototype assistant for writing and thinking

Drafts sections using notes retrieved via keyword/semantic search.
Reflects on week using daily journal entries.
Employs OpenSearch for keyword search, semantic retrieval.

Created 3 years ago

Updated 2 years ago

testing-ml by eugeneyan

ML testing examples

Implementation, behavior, and performance tests for ML models.
Unit tests, coverage, linting, and type checks with pytest.
Tests for overfitting, invariance, directional expectations, and evaluation.
Performance tests for training time and serving latency.

Created 6 years ago

Updated 4 years ago

Starred Projects (171)

A-Curated-List-of-ML-System-Design-Case-Studies by Engineer1999

Curated ML system design case studies

Created 2 years ago

Updated 1 year ago

nanochat by karpathy

A minimal, full-stack LLM implementation for accessible AI development

geohot:

pgarbacki:

rotemweiss57:

ebursztein:

Created 1 year ago

Updated 1 month ago

ai-that-works by ai-that-works

AI for production-ready applications

Created 1 year ago

Updated 1 day ago

registry by modelcontextprotocol

MCP registry service for Model Context Protocol (MCP) servers

swyxio:

kmfreyberg:

kentcdodds:

omarsar:

Created 1 year ago

Updated 2 days ago

ms-swift by modelscope

SDK for fine-tuning and deploying LLMs/MLLMs

jn2clark:

ekzhu:

pgarbacki:

Created 3 years ago

Updated 1 day ago

GRID by snap-research

Generative recommendation with semantic IDs

Created 1 year ago

Updated 11 months ago

gpt-oss-recipes by huggingface

OpenAI GPT-OSS model optimization and fine-tuning

hiyouga:

willccbb:

lysandrejik:

lewtun:

Created 1 year ago

Updated 1 year ago

ccflare by snipeship

Claude API proxy for zero rate limit errors

Created 1 year ago

Updated 5 months ago

ccusage by ccusage

CLI tool for Claude Code usage analysis

infwinston:

joewalnes:

hammer:

dguido:

Created 1 year ago

Updated 6 hours ago

news-agents by eugeneyan

News aggregation system in the terminal

ekzhu:

Created 1 year ago

Updated 1 year ago

typescript-sdk by modelcontextprotocol

TypeScript SDK for Model Context Protocol servers and clients

bcherny:

ValentaTomas:

kentcdodds:

mckaywrigley:

Created 2 years ago

Updated 1 day ago

python-sdk by modelcontextprotocol

Python SDK for Model Context Protocol (MCP) servers/clients

ekzhu:

patrickvonplaten:

ValentaTomas:

hiyouga:

Created 2 years ago

Updated 5 days ago

trulens by truera

Evaluation and tracking tool for LLM experiments and AI agents

transitive-bullshit:

atroyn:

gregpr07:

chiphuyen:

Created 6 years ago

Updated 1 day ago

mlx-lm by ml-explore

Python package for LLM text generation and fine-tuning on Apple silicon

tjbck:

lysandrejik:

wongmjane:

parano:

Created 1 year ago

Updated 15 hours ago

Figma-Context-MCP by GLips

MCP server for AI coding agents

transitive-bullshit:

jrk:

schickling:

Created 1 year ago

Updated 1 week ago

awesome-cursorrules by PatrickJS

Curated list of Cursor AI .cursorrules files for AI-powered code editor

chiphuyen:

joewalnes:

dguido:

omarsar:

Created 2 years ago

Updated 4 months ago

OpenHands by OpenHands

AI platform for software development agents

truell20:

pgarbacki:

khou22:

yiranwu0:

Created 2 years ago

Updated 9 hours ago

aisuite by andrewyng

Unified interface for multiple generative AI providers

norvig:

thinkall:

chiphuyen:

ogabrielluiz:

Created 2 years ago

Updated 3 weeks ago

smollm by huggingface

Lightweight AI models for text and vision tasks

lvwerra:

lewtun:

hammer:

osanseviero:

Created 1 year ago

Updated 3 days ago

sammo by microsoft

Library for prompt engineering and optimization

Created 2 years ago

Updated 1 year ago

AI-Scientist by SakanaAI

AI system for automated scientific discovery using LLMs

shizhediao:

chiphuyen:

hammer:

willingc:

Created 2 years ago

Updated 9 months ago

PurpleLlama by meta-llama

LLM security toolkit for assessing/improving generative AI models

dguido:

chiphuyen:

shizhediao:

transitive-bullshit:

Created 2 years ago

Updated 1 week ago

bm25s by xhluca

Ultrafast Python BM25 implementation for lexical search

tobi:

gakonst:

bryanhelmig:

jn2clark:

Created 2 years ago

Updated 1 day ago

LLM101n by karpathy

Educational resource for building a Storyteller AI LLM

vincentweisser:

robinjhuang:

jaredpalmer:

dsa:

Created 2 years ago

Updated 2 years ago

beta9 by beam-cloud

AI infrastructure SDK for serverless workloads

gregpr07:

luiscape:

ogabrielluiz:

krrishdholakia:

Created 2 years ago

Updated 17 hours ago

build-nanogpt by karpathy

Educational resource for building nanoGPT from scratch

willingc:

Created 2 years ago

Updated 2 years ago

MS-MARCO-Web-Search by microsoft

Web dataset for information retrieval research

philschmid:

Created 2 years ago

Updated 1 year ago

llama3-from-scratch by naklecha

Llama3 implementation from scratch, one matrix multiplication at a time

torantulino:

simon-mo:

AlexCheema:

vincentweisser:

Created 2 years ago

Updated 2 years ago

ChainForge by ianarawjo

Visual environment for LLM prompt battle-testing

ebursztein:

bryanhelmig:

chiphuyen:

jmorganca:

Created 3 years ago

Updated 6 days ago

Whisper-transcription_and_diarization-speaker-identification- by lablab-ai

Audio transcription/diarization using Whisper and pyannote-audio

Created 4 years ago

Updated 4 years ago

bleurt by google-research

NLG metric based on transfer learning

tholor:

Timoeller:

thomwolf:

Created 6 years ago

Updated 3 years ago

vocode-core by vocodedev

Open-source library for building voice-based LLM agents

hammer:

justincormack:

codekansas:

paul-gauthier:

Created 3 years ago

Updated 1 year ago

lm-human-preferences by openai

Code for fine-tuning language models using human preferences

aravindsrinivas:

Edward-Sun:

chenlin9:

shizhediao:

Created 7 years ago

Updated 3 years ago

minbpe by karpathy

Minimal BPE encoder/decoder for LLM tokenization

hammer:

willingc:

chiphuyen:

shizhediao:

Created 2 years ago

Updated 2 years ago

captum by meta-pytorch

PyTorch library for model interpretability research

gakonst:

luiscape:

tgaddair:

chiphuyen:

Created 7 years ago

Updated 1 week ago

bitsandbytes by bitsandbytes-foundation

PyTorch library for k-bit quantization, enabling accessible LLMs

lysandrejik:

tjbck:

alexchen4ai:

danielhanchen:

Created 5 years ago

Updated 1 month ago

ml-ferret by apple-aiml-research

MLLM for referring and grounding anything, anywhere

gakonst:

omarsar:

ashtom:

transitive-bullshit:

Created 3 years ago

Updated 4 weeks ago

llm_distillation_playbook by predibase

LLM distillation guide for production applications

tgaddair:

Created 2 years ago

Updated 2 years ago

alignment-handbook by huggingface

Handbook for aligning language models with human/AI preferences

drishanarora:

philschmid:

vincentweisser:

lysandrejik:

Created 3 years ago

Updated 2 weeks ago

hallucination-leaderboard by vectara

LLM leaderboard for hallucination detection in summarization

hammer:

amin3141:

jerryjliu:

chiphuyen:

Created 2 years ago

Updated 2 weeks ago

picoGPT by jaymody

Minimal GPT-2 implementation in NumPy for demonstration

victortaelin:

transitive-bullshit:

infwinston:

omarsar:

Created 3 years ago

Updated 3 years ago

dspy by stanfordnlp

Framework for programming language models, not prompting

tobi:

mateiz:

vincentweisser:

pgarbacki:

Created 3 years ago

Updated 1 day ago

trl by huggingface

Library for transformer RL

jeffchuber:

vincentweisser:

tjbck:

alexchen4ai:

Created 6 years ago

Updated 19 hours ago

instructor by 567-labs

SDK for structured LLM outputs using Pydantic models

cournape:

gregpr07:

jxnl:

willccbb:

Created 3 years ago

Updated 2 days ago

trlx by CarperAI

Distributed RLHF for LLMs

nat:

chiphuyen:

huybery:

Ying1123:

Created 4 years ago

Updated 2 years ago

AutoAWQ by casper-hansen

AutoAWQ is a tool for 4-bit quantized LLM inference

vincentweisser:

peakji:

WoosukKwon:

winglian:

Created 3 years ago

Updated 1 year ago

CTranslate2 by OpenNMT

Fast inference engine for Transformer models

merrymercy:

simonw:

jph00:

bryanhelmig:

Created 7 years ago

Updated 5 days ago

summarize-from-feedback by openai

Code and data for summarization research

aravindsrinivas:

hammer:

philschmid:

ethanjperez:

Created 6 years ago

Updated 3 years ago

DeepSpeed by deepspeedai

Deep learning optimization library for distributed training and inference

aravindsrinivas:

ValentaTomas:

winglian:

stas00:

Created 6 years ago

Updated 1 day ago

accelerate by huggingface

PyTorch training helper for distributed execution

clmnt:

chiphuyen:

pgarbacki:

ogabrielluiz:

Created 6 years ago

Updated 1 day ago

Platypus by arielnlee

Code for fine-tuning LLMs using LoRA

jph00:

pgarbacki:

mlabonne:

Created 3 years ago

Updated 2 years ago

axolotl by axolotl-ai-cloud

CLI tool for streamlined post-training of AI models

tobi:

jn2clark:

beyang:

zhyncs:

Created 3 years ago

Updated 20 hours ago

airoboros by jondurbin

Self-instruct tool for LLM finetuning

casper-hansen:

jph00:

mlabonne:

philschmid:

Created 3 years ago

Updated 2 years ago

promptfoo by promptfoo

CLI tool for LLM prompt/agent/RAG testing and red-teaming

didierrlopes:

transitive-bullshit:

philschmid:

marcklingen:

Created 3 years ago

Updated 10 hours ago

alpaca_eval by tatsu-lab

Automatic evaluator for instruction-following language models

philschmid:

shizhediao:

natolambert:

bhancock8:

Created 3 years ago

Updated 1 year ago

Guardrails by NVIDIA-NeMo

Open-source toolkit for adding programmable guardrails to LLM-based conversational systems

marcklingen:

torantulino:

parano:

osanseviero:

Created 3 years ago

Updated 1 day ago

ai by vercel

AI SDK for building AI-powered applications and agents

rauchg:

hammer:

jaredpalmer:

didierrlopes:

Created 3 years ago

Updated 16 hours ago

obsidian-copilot by eugeneyan

Prototype assistant for writing and thinking

chiphuyen:

hammer:

Created 3 years ago

Updated 2 years ago

ggml by ggml-org

Tensor library for machine learning

tunguz:

alexchen4ai:

zhiyuan8:

hugs:

Created 4 years ago

Updated 5 days ago

Voyager by MineDojo

Minecraft agent for open-ended embodied learning via LLMs

suquark:

atroyn:

omarsar:

swyxio:

Created 3 years ago

Updated 2 years ago

obsidian-textgenerator-plugin by nhaouari

Obsidian plugin for AI-assisted text generation

Created 4 years ago

Updated 2 months ago

tree-of-thought-llm by princeton-nlp

Research paper implementation for Tree of Thoughts (ToT) prompting

vincentweisser:

chiphuyen:

winglian:

john-b-yang:

Created 3 years ago

Updated 1 year ago

fairseq by facebookresearch

Sequence modeling toolkit for translation, language modeling, and text generation research

lilianweng:

aravindsrinivas:

tjbck:

pathak22:

Created 9 years ago

Updated 1 year ago

starcoder.cpp by bigcode-project

C++ example for StarCoder inference

jaredpalmer:

simonw:

ggerganov:

Created 3 years ago

Updated 3 years ago

pyllms by kagisearch

Python SDK for LLM access and benchmarking

shyamal-anadkat:

Sanger2000:

soldni:

hammer:

Created 3 years ago

Updated 7 months ago

llm-numbers by ray-project

LLM developer's reference for key numbers

cournape:

chiphuyen:

Ying1123:

pirroh:

Created 3 years ago

Updated 2 years ago

GodMode by smol-ai

AI chat browser for accessing multiple LLMs' web apps

vincentweisser:

ValentaTomas:

didierrlopes:

josephofiowa:

Created 3 years ago

Updated 2 years ago

map-of-github by anvaka

Interactive map for GitHub project discovery

simonw:

ekzhang:

alexey-milovidov:

transitive-bullshit:

Created 3 years ago

Updated 10 months ago

CodeT5 by salesforce

Code LLMs for code understanding and generation research

hammer:

omarsar:

beyang:

simonw:

Created 5 years ago

Updated 3 months ago

guidance by guidance-ai

Guidance is a programming paradigm for steering LLMs

tobi:

ekzhu:

stas00:

Ying1123:

Created 3 years ago

Updated 4 months ago

developer by smol-ai

Agent for embedding a developer in your app

vanpelt:

chiphuyen:

shyamal-anadkat:

mchiang0610:

Created 3 years ago

Updated 2 years ago

LLMsPracticalGuide by Mooler0410

Curated list of LLM practical guide resources (tree, examples, papers)

swyxio:

ogabrielluiz:

hiyouga:

vincentweisser:

Created 3 years ago

Updated 6 months ago

awesome-instruction-dataset by yaodongC

Dataset collection for instruction-tuning LLMs

osanseviero:

Created 3 years ago

Updated 2 years ago

prompt-engineering by brexhq

Prompt engineering guide for LLM production use-cases

ValentaTomas:

ashtom:

vnivargi:

omarsar:

Created 3 years ago

Updated 3 years ago

chatgpt-plugin by cloudflare

ChatGPT plugins using Cloudflare Workers

Created 3 years ago

Updated 5 months ago

llmtools by kuleshov-group

SDK for finetuning LLMs on consumer GPUs

bryanhelmig:

Created 3 years ago

Updated 2 years ago

openai-python by openai

Python SDK for the OpenAI API

gvanrossum:

vanpelt:

max-agenthub:

nirga:

Created 6 years ago

Updated 18 hours ago

hugging-chat-api by Soulter

Python API for HuggingChat

Created 3 years ago

Updated 1 year ago

modular by modular

AI toolchain unifying fragmented AI deployment workflows

lattner:

tobi:

parano:

zhyncs:

Created 3 years ago

Updated 1 day ago

starcoder by bigcode-project

Code LM for code generation and instruction fine-tuning

parano:

pgarbacki:

transitive-bullshit:

omarsar:

Created 3 years ago

Updated 2 years ago

automated-interpretability by openai

Code and datasets for automated interpretability research

chiphuyen:

shizhediao:

vincentweisser:

JustinLin610:

Created 3 years ago

Updated 2 years ago

lm-evaluation-harness by EleutherAI

Framework for few-shot language model evaluation

aravindsrinivas:

zjasper666:

zhuohan123:

shizhediao:

Created 6 years ago

Updated 3 weeks ago

openlm by r2d4

OpenAI-compatible Python client for calling LLMs

ogabrielluiz:

hammer:

winglian:

gakonst:

Created 3 years ago

Updated 3 years ago

web-llm by mlc-ai

In-browser LLM inference engine using WebGPU for hardware acceleration

tobi:

mholt:

didierrlopes:

doriandarko:

Created 3 years ago

Updated 1 week ago

llm-leaderboard by LudwigStumpp

LLM leaderboard for model evaluation

Created 3 years ago

Updated 2 years ago

lora by cloneofsimo

LoRA tool for fast diffusion fine-tuning

vincentweisser:

jn2clark:

swyxio:

parano:

Created 3 years ago

Updated 2 years ago

open-llms by eugeneyan

Curated list of commercially-usable open LLMs

dguido:

albertfgu:

chiphuyen:

taranjeet:

Created 3 years ago

Updated 1 year ago

Awesome-LLM by Hannibal046

Curated list of Large Language Model resources

rodrigosnader:

shizhediao:

zhiyuan8:

vincentweisser:

Created 3 years ago

Updated 1 year ago

alpaca-lora by tloen

LoRA fine-tuning for LLaMA

JustinLin610:

vincentweisser:

nirga:

chiphuyen:

Created 3 years ago

Updated 2 years ago

open_llama by openlm-research

Open-source reproduction of LLaMA models

chiphuyen:

shizhediao:

ebursztein:

zhuohan123:

Created 3 years ago

Updated 3 years ago

prompts.chat by f

Prompt collection for LLM tools

tjbck:

swyxio:

dguido:

hammer:

Created 3 years ago

Updated 1 day ago

openai-node by openai

TypeScript/JavaScript SDK for the OpenAI API

gregpr07:

pgarbacki:

swyxio:

ValentaTomas:

Created 4 years ago

Updated 18 hours ago

FastChat by lm-sys

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

zjasper666:

aangelopoulos:

osanseviero:

natolambert:

Created 3 years ago

Updated 5 months ago

obsidian-copilot by logancyang

Obsidian plugin for LLM integration

stammy:

Created 3 years ago

Updated 12 hours ago

meerkat by HazyResearch

Dataframe tool for interactive dataset views, especially unstructured data

transitive-bullshit:

albertfgu:

jerryjliu:

hammer:

Created 5 years ago

Updated 1 year ago

bark by suno-ai

Generative audio model for realistic speech and sound effects

tobi:

jiamings:

pgarbacki:

chiphuyen:

Created 3 years ago

Updated 2 years ago

LLaMA-Cult-and-More by shm007g

LLM resource list for models, datasets, training, and evaluation

shizhediao:

rasbt:

Created 3 years ago

Updated 3 years ago

semantic-kernel by microsoft

SDK for building intelligent AI agents and multi-agent systems

ekzhu:

omarsar:

JustinLin610:

jrk:

Created 3 years ago

Updated 3 days ago

StableLM by Stability-AI

Language models by Stability AI

geohot:

vincentweisser:

casper-hansen:

calvinfo:

Created 3 years ago

Updated 2 years ago

hyperDB by jdagdelen

Local vector database for LLM agent applications

mateiz:

chiphuyen:

0hq:

transitive-bullshit:

Created 3 years ago

Updated 1 year ago

GPTCache by zilliztech

Semantic cache for LLM queries, integrated with LangChain and LlamaIndex

hiyouga:

chiphuyen:

hammer:

Ying1123:

Created 3 years ago

Updated 2 weeks ago

turbopilot by ravenscroftj

Self-hosted code completion engine (deprecated)

hammer:

cournape:

omarsar:

gakonst:

Created 3 years ago

Updated 3 years ago

babyagi by yoheinakajima

Experimental framework for self-building autonomous agents

logankilpatrick:

zhiyuan8:

vincentweisser:

ValentaTomas:

Created 3 years ago

Updated 8 months ago

JARVIS by microsoft

System for LLM-orchestrated AI task automation

chiphuyen:

vincentweisser:

jn2clark:

didierrlopes:

Created 3 years ago

Updated 1 year ago

pygpt4all by nomic-ai

Python bindings for local LLM inference (deprecated)

aangelopoulos:

winglian:

Created 3 years ago

Updated 3 years ago

AutoGPT by Significant-Gravitas

AI agent platform for building, deploying, and running autonomous workflows

lilianweng:

chiphuyen:

julien-c:

deshraj:

Created 3 years ago

Updated 8 hours ago

gpt4all by nomic-ai

Desktop app for local LLM inference, no GPU/API needed

willingc:

zhiyuan8:

osanseviero:

antirez:

Created 3 years ago

Updated 1 year ago

chatgpt-memory by continuum-llms

Scalable ChatGPT API for multi-session context powered by GPT and Redis

AntonOsika:

spartee:

Created 3 years ago

Updated 3 years ago

chatgpt-retrieval-plugin by openai

Retrieval plugin for custom GPTs, function calling, or assistants APIs

nat:

nirga:

developit:

jaredpalmer:

Created 3 years ago

Updated 2 years ago

dolly by databrickslabs

Instruction-following LLM trained on the Databricks Machine Learning Platform

mateiz:

pgarbacki:

willingc:

JustinLin610:

Created 3 years ago

Updated 3 years ago

chatbot-ui by mckaywrigley

Open-source AI chat app

tobi:

amin3141:

rodrigosnader:

winglian:

Created 3 years ago

Updated 2 years ago

llama.cpp by ggml-org

C/C++ library for local LLM inference

karpathy:

nat:

tobi:

hiyouga:

Created 3 years ago

Updated 9 hours ago

llama-dl by shawwn

CLI tool for high-speed LLaMA model download

victortaelin:

Created 3 years ago

Updated 3 years ago

langchain by langchain-ai

Framework for building LLM-powered applications

karpathy:

MagMueller:

gregpr07:

willingc:

Created 4 years ago

Updated 21 hours ago

symbolicai by ExtensityAI

Compositional differentiable programming library for neuro-symbolic AI with LLMs

dsp:

lucidrains:

lantiga:

hammer:

Created 3 years ago

Updated 1 week ago

ai-pdf-chatbot-langchain by mayooear

AI chatbot agent for PDF document Q&A using LangChain & LangGraph

dharmeshs:

taranjeet:

swyxio:

casper-hansen:

Created 3 years ago

Updated 6 months ago

chat-langchain by langchain-ai

Chatbot for question answering over LangChain documentation

hiyouga:

winglian:

transitive-bullshit:

mckaywrigley:

Created 3 years ago

Updated 23 hours ago

llama_index by run-llama

Data framework for building LLM-powered agents

karpathy:

willingc:

atroyn:

zhuohan123:

Created 3 years ago

Updated 1 day ago

guardrails by guardrails-ai

Python framework for adding guardrails to LLMs

osanseviero:

chiphuyen:

vincentweisser:

logankilpatrick:

Created 3 years ago

Updated 1 day ago

evals by openai

Framework for evaluating LLMs and LLM systems, plus benchmark registry

aangelopoulos:

chiphuyen:

agola11:

taranjeet:

Created 3 years ago

Updated 5 months ago

OpenChatKit by togethercomputer

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

AntonOsika:

pgarbacki:

winglian:

casper-hansen:

Created 3 years ago

Updated 2 years ago

Prompt-Engineering-Guide by dair-ai

Prompt engineering resource for language model (LLM) applications

lilianweng:

tunguz:

rodrigosnader:

comaniac:

Created 3 years ago

Updated 7 months ago

knowledge_gpt by mmz-001

Document Q&A app with citations

marcklingen:

swyxio:

Created 3 years ago

Updated 2 years ago

Failed-ML by kennethleungty

Curated list of real-world failed ML projects

Created 4 years ago

Updated 2 years ago

content-moderation-deep-learning by fcakyon

Deep learning for multimodal content moderation and conservation

osanseviero:

philschmid:

Created 4 years ago

Updated 2 months ago

nanoGPT by karpathy

Minimalist repo for training/finetuning GPT models

tobi:

danielgross:

chiphuyen:

ankane:

Created 3 years ago

Updated 11 months ago

awesome-search by frutik

Curated list for e-commerce search and its awesomeness

zhiyuan8:

etiennedi:

cournape:

generall:

Created 7 years ago

Updated 6 days ago

viberary by veekaybee

Semantic search engine for book recommendations

willingc:

hammer:

Created 4 years ago

Updated 2 years ago

stable-dreamfusion by ashawkey

Text-to-3D model using NeRF and diffusion

hiyouga:

chiphuyen:

patrickvonplaten:

forresti:

Created 4 years ago

Updated 2 years ago

awesome-stable-diffusion by awesome-stable-diffusion

Curated list of resources for Stable Diffusion AI model

swyxio:

taranjeet:

Created 4 years ago

Updated 2 years ago

whisper by openai

Speech recognition model for multilingual transcription/translation

bcherny:

karpathy:

ekzhu:

gregpr07:

Created 4 years ago

Updated 1 month ago

nn-zero-to-hero by karpathy

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

norvig:

zhiyuan8:

didierrlopes:

omarsar:

Created 4 years ago

Updated 2 years ago

ai-notes by swyxio

AI engineering notes for software engineers

AntonOsika:

shyamal-anadkat:

quincylarson:

ValentaTomas:

Created 4 years ago

Updated 7 months ago

Awesome-Diffusion-Models by diff-usion

Diffusion models resource collection

omarsar:

taranjeet:

osanseviero:

simonw:

Created 5 years ago

Updated 2 years ago

stable-diffusion by CompVis

Latent text-to-image diffusion model

gaearon:

patrickvonplaten:

codekansas:

ValentaTomas:

Created 4 years ago

Updated 2 years ago

Merlin by NVIDIA-Merlin

Open-source library for GPU-accelerated recommender systems

atroyn:

Created 5 years ago

Updated 2 months ago

awesome-offline-rl by hanjuku-kaso

Offline RL algorithms index (research papers, reviews, benchmarks, applications)

chenlin9:

Created 5 years ago

Updated 2 years ago

Treasure-of-Transformers by ashishpatel26

Transformer model resource list for NLP

omarsar:

Created 4 years ago

Updated 1 year ago

mlops-course by GokuMohandas

MLOps course for production ML application design, development, deployment, and iteration

omarsar:

hammer:

Created 5 years ago

Updated 2 years ago

vespa by vespa-engine

Platform for AI + data, online serving at scale

abhishekkrthakur:

jn2clark:

parano:

transitive-bullshit:

Created 10 years ago

Updated 12 hours ago

grokking-pytorch by Kaixhin

PyTorch guide with notes on usage, best practices, and debugging

aravindsrinivas:

hammer:

iamtrask:

cournape:

Created 8 years ago

Updated 5 years ago

argilla by argilla-io

Collaboration tool for building high-quality AI datasets

osanseviero:

mlabonne:

chiphuyen:

gakonst:

Created 5 years ago

Updated 4 days ago

aim by aimhubio

Experiment tracker for AI model training runs

amin3141:

patrick-kidger:

transitive-bullshit:

yang-song:

Created 7 years ago

Updated 1 day ago

gradio by gradio-app

Python SDK for interactive ML web applications

clmnt:

willingc:

gregpr07:

shimmyshimmer:

Created 7 years ago

Updated 20 hours ago

awesome-vector-search by currentslab

Vector search resource list

jn2clark:

ebursztein:

azayarni:

xiaofan-luan:

Created 5 years ago

Updated 3 months ago

feast by feast-dev

Open-source feature store for AI/ML

quincylarson:

transitive-bullshit:

spartee:

jeffchuber:

Created 7 years ago

Updated 11 hours ago

diffgram by diffgram

AI datastore for schemas, BLOBs, and predictions

pirroh:

luiscape:

omarsar:

Created 8 years ago

Updated 3 months ago

explainerdashboard by oegedijk

Explainable AI dashboard for ML model insights

omarsar:

ogabrielluiz:

Created 7 years ago

Updated 8 months ago

PLMpapers by thunlp

PLM papers list

omarsar:

hammer:

thomwolf:

tholor:

Created 7 years ago

Updated 3 years ago

metaflow by Netflix

Framework for building and managing AI/ML systems

omarsar:

winglian:

willingc:

infwinston:

Created 7 years ago

Updated 4 days ago

mlflow by mlflow

ML lifecycle platform for managing experiments, models, and deployments

mateiz:

jn2clark:

infwinston:

thinkall:

Created 8 years ago

Updated 10 hours ago

annotated_deep_learning_paper_implementations by labmlai

PyTorch implementations/tutorials of deep learning papers with side-by-side notes

norvig:

pgarbacki:

soldni:

JohannesHa:

Created 6 years ago

Updated 8 months ago

vit-pytorch by lucidrains

PyTorch library for Vision Transformer variants and related techniques

karpathy:

lucidrains:

chiphuyen:

forresti:

Created 6 years ago

Updated 2 weeks ago

awesome-artificial-intelligence-regulation by EthicalML

AI guidelines, principles, and regulation mapping

Created 7 years ago

Updated 2 days ago

awesome-production-machine-learning by EthicalML

Curated list of open-source libraries for production ML

antiagainst:

ShishirPatil:

ogabrielluiz:

osanseviero:

Created 8 years ago

Updated 2 days ago

testing-ml by eugeneyan

ML testing examples

Created 6 years ago

Updated 4 years ago

seldon-core by SeldonIO

MLOps framework for production model deployment on Kubernetes

jaredpalmer:

hammer:

rstojnic:

willingc:

Created 8 years ago

Updated 6 months ago

awful-ai by daviddao

Curated list of scary AI usages to raise awareness

swyxio:

jthandy:

evhub:

ankane:

Created 8 years ago

Updated 1 year ago

serve by jina-ai

Framework for building cloud-native multimodal AI apps

yiranwu0:

assafelovic:

winglian:

ValentaTomas:

Created 6 years ago

Updated 1 year ago

minGPT by karpathy

Minimal PyTorch re-implementation for GPT training and inference

aravindsrinivas:

nat:

geohot:

lilianweng:

Created 6 years ago

Updated 2 years ago

txtai by neuml

All-in-one AI framework for semantic search, LLM orchestration, and language model workflows

tobi:

chiphuyen:

paul-gauthier:

ishaan-jaff:

Created 6 years ago

Updated 1 day ago

TextAttack by QData

Python framework for NLP adversarial attacks, data augmentation, and model training

chiphuyen:

hiyouga:

ankane:

lewtun:

Created 7 years ago

Updated 1 month ago

applied-ml by eugeneyan

ML resource collection: papers/blogs sharing data science & ML production work

transitive-bullshit:

swyxio:

deshraj:

osanseviero:

Created 6 years ago

Updated 2 years ago

awesome-mlops by visenger

Curated MLOps knowledge hub

vnivargi:

chuanli11:

tholor:

generall:

Created 6 years ago

Updated 1 year ago

awesome-self-supervised-learning by jason718

Curated list of self-supervised learning resources

lilianweng:

aangelopoulos:

deshraj:

huybery:

Created 8 years ago

Updated 7 months ago

datasets by huggingface

Access and process large AI datasets efficiently

clmnt:

chiphuyen:

transitive-bullshit:

gakonst:

Created 6 years ago

Updated 2 days ago

text by pytorch

PyTorch library for NLP tasks

luiscape:

artidoro:

hammer:

codekansas:

Created 9 years ago

Updated 1 year ago

pytorch-lightning by Lightning-AI

Deep learning framework for pretraining, finetuning, and deploying AI models

albertfgu:

soldni:

omarsar:

zhangce:

Created 7 years ago

Updated 2 days ago

transformers by huggingface

ML library for pretrained model inference and training

clmnt:

lilianweng:

karpathy:

tjbck:

Created 8 years ago

Updated 22 hours ago

text-to-text-transfer-transformer by google-research

Unified text-to-text transformer for NLP research

aravindsrinivas:

chiphuyen:

pgarbacki:

patrickvonplaten:

Created 7 years ago

Updated 1 day ago

deep-learning-workshop by mdda

Deep learning workshop with pre-configured VM for Jupyter, TF, PyTorch

Created 10 years ago

Updated 7 years ago

Feedback? Help us improve.