Andrey Vasnetsov

LLM system handbook, from fundamentals to AWS deployment

Starred by

Michael Han(Cofounder of Unsloth).

LLM-Engineers-Handbook by PacktPublishing

0.9%

Open-source platform for engineering AI products

updated 4 months ago

Starred by

Alex Graveley(Creator of GitHub Copilot, Dropbox Paper),

Michael Han(Cofounder of Unsloth), and

2 more.

lmnr by lmnr-ai

0.8%

created 11 months ago

updated 20 hours ago

Starred by

Philipp Schmid(DevRel at Google DeepMind),

Omar Sanseviero(DevRel at Google DeepMind), and

1 more.

fastembed by qdrant

0.6%

Fast embedding SDK for text and images

Inference solution for text embeddings models

Starred by

Georgios Konstantopoulos(CTO, General Partner at Paradigm),

Omar Sanseviero(DevRel at Google DeepMind), and

3 more.

text-embeddings-inference by huggingface

0.5%

All-in-one platform for search, recommendations, RAG, and analytics offered via API

updated 1 week ago

Starred by

Elie Bursztein(Cybersecurity Lead at Google DeepMind),

Anton Troynikov(Cofounder of Chroma), and

3 more.

trieve by devflowinc

0.7%

Reranking library for search & retrieval pipelines

FlashRank by PrithivirajDamodaran

0.5%

840

Starred by

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

clip.cpp by monatis

Plain C/C++ CLIP inference, dependency-free

515

LLM firewall for adversarial attack protection

Starred by

Andre Zayarni(Cofounder of Qdrant).

aegis by automorphic-ai

265

Vector database for similarity search in AI applications

Starred by

Tobi Lutke(Cofounder of Shopify),

Jeff Huber(Cofounder of Chroma), and

14 more.

qdrant by qdrant

0.6%

25k

updated 20 hours ago

Starred by

Anton Osika(Cofounder of Lovable),

Calvin French-Owen(Coounder of Segment), and

3 more.

dust by dust-tt

Custom AI assistant platform

updated 11 hours ago

Starred by

John Resig(Author of jQuery; Chief Software Architect at Khan Academy) and

Andre Zayarni(Cofounder of Qdrant).

qdrant-js by qdrant

JS/TS SDK for Qdrant vector search

355

updated 2 weeks ago

Starred by

Jeff Hammerbacher(Cofounder of Cloudera) and

Georgios Konstantopoulos(CTO, General Partner at Paradigm).

llm-chain by sobelio

Rust crate for building LLM chains

C++ project for BLOOM model inference

updated 9 months ago

Starred by

Lewis Tunstall(Researcher at Hugging Face),

Salvatore Sanfilippo(Author of Redis), and

4 more.

bloomz.cpp by NouamaneTazi

810

Starred by

Jeff Huber(Cofounder of Chroma).

raft by rapidsai

CUDA-accelerated primitives for ML/data mining algorithms

918

updated 22 hours ago

Starred by

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

Ives van Hoorne(Cofounder of CodeSandbox), and

3 more.

bloop by BloopAI

Code search engine with natural language interface

updated 8 months ago

Starred by

Tim J. Baek(Founder of Open WebUI),

Eugene Yan(AI Scientist at AWS), and

11 more.

awesome-chatgpt-prompts by f

Prompt collection for LLM tools

132k

updated 11 hours ago

Starred by

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

Andre Zayarni(Cofounder of Qdrant).

refinery by code-kern-ai

Open-source tool for NLP data scaling, assessment, and maintenance

updated 7 months ago

open-metric-learning by OML-Team

PyTorch framework for training models producing high-quality embeddings

968

Live speech recognition demo using wav2vec 2.0

updated 3 months ago

Starred by

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

wav2vec2-live by oliverguhr

362

Starred by

Travis Fischer(Founder of Agentic),

Jeff Hammerbacher(Cofounder of Cloudera), and

1 more.

quaterion by qdrant

Framework for fine-tuning similarity learning models

656

updated 3 months ago

Starred by

Georgios Konstantopoulos(CTO, General Partner at Paradigm).

lockbud by BurtonQin

Static analyzer for Rust concurrency and memory safety

551

Web app for emoji semantic search

updated 2 months ago

emoji-semantic-search by lilianweng

291

Starred by

Andre Zayarni(Cofounder of Qdrant).

awesome-metric-learning by qdrant

Curated list of Metric Learning resources and applications

510

Cloud tool for task-oriented embedding finetuning of models like BERT and CLIP

Starred by

Omar Sanseviero(DevRel at Google DeepMind),

Jared Palmer(Ex-VP of AI at Vercel; Founder of Turborepo; Author of Formik, TSDX), and

2 more.

finetuner by jina-ai

Auto indexer for k-NN similarity search using Faiss

Starred by

Jeremy Howard(Cofounder of fast.ai),

Simon Willison(Author of Django), and

2 more.

autofaiss by criteo

867

Knowledge enhanced contextual embeddings via BERT

Starred by

Jeff Hammerbacher(Cofounder of Cloudera).

kb by allenai

375

updated 5 years ago

Starred by

John Resig(Author of jQuery; Chief Software Architect at Khan Academy),

Chenlin Meng(Cofounder of Pika), and

3 more.

clip-retrieval by rom1504

CLIP retrieval system for semantic search

Starred by

Travis Fischer(Founder of Agentic),

Lewis Tunstall(Researcher at Hugging Face), and

3 more.

rust-bert by guillaume-be

Rust SDK for transformer-based NLP, porting Hugging Face models

Starred by

Aravind Srinivas(Cofounder of Perplexity),

Travis Fischer(Founder of Agentic), and

11 more.

CLIP by openai

Image-text matching model for zero-shot prediction

30k

awesome-data-podcasts by DataTalksClub

Curated list of data science podcasts

377

Starred by

Jeremy Howard(Cofounder of fast.ai).

silero-models by snakers4

Pre-trained STT/TTS/text-enhancement models made simple

Curated list of articles on why data science projects fail

Starred by

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

datascience-fails by xLaszlo

465

updated 4 years ago

Starred by

Etienne Dilocker(Cofounder of Weaviate),

Eugene Yan(AI Scientist at AWS), and

1 more.

awesome-search by frutik

Curated list for e-commerce search and its awesomeness

Starred by

Chenlin Meng(Cofounder of Pika),

Sebastián Ramírez(Author of FastAPI, Typer, SQLModel, Asyncer), and

8 more.

serve by jina-ai

Framework for building cloud-native multimodal AI apps

22k

updated 4 months ago

Starred by

John Resig(Author of jQuery; Chief Software Architect at Khan Academy),

Mike McNeil(Author of Sails.js; Cofounder of Fleet), and

9 more.

meilisearch by meilisearch

Search engine API for integrating AI-powered hybrid search

53k

Starred by

Travis Fischer(Founder of Agentic),

Philipp Schmid(DevRel at Google DeepMind), and

9 more.

tokenizers by huggingface

Fast tokenizer library optimized for research and production

10k

updated 4 days ago

Starred by

John Resig(Author of jQuery; Chief Software Architect at Khan Academy),

Zhiqiang Xie(Author of SGLang), and

6 more.

milvus by milvus-io

Cloud-native vector database for scalable ANN search

36k

updated 18 hours ago

Starred by

Jeff Hammerbacher(Cofounder of Cloudera),

Wes McKinney(Author of Pandas), and

10 more.

netron by lutzroeder

Model visualizer for neural networks, deep learning, and ML

31k

created 14 years ago

Framework for building and managing AI/ML systems

Starred by

Carol Willing(Core Contributor to CPython, Jupyter),

Wei-Lin Chiang(Cofounder of LMArena), and

8 more.

metaflow by Netflix

0.5%

Python package for interpretable text classification

updated 4 days ago

pyss3 by sergioburdisso

343

Curated list of open-source libraries for production ML

Starred by

Shishir Patil(Author of BFCL, Gorilla),

Omar Sanseviero(DevRel at Google DeepMind), and

8 more.

awesome-production-machine-learning by EthicalML

0.6%

19k

Starred by

Quincy Larson(Founder of freeCodeCamp),

Travis Fischer(Founder of Agentic), and

6 more.

feast by feast-dev

Open-source feature store for AI/ML

updated 21 hours ago

Starred by

Aravind Srinivas(Cofounder of Perplexity),

Deshraj Yadav(Cofounder of Mem0), and

1 more.

Production-Level-Deep-Learning by alirezadir

Guideline for production-level deep learning systems

Starred by

Tobi Lutke(Cofounder of Shopify),

Elie Bursztein(Cybersecurity Lead at Google DeepMind), and

8 more.

netdata by netdata

AI-powered observability platform for full-stack monitoring

75k

created 12 years ago

updated 19 hours ago

Starred by

Boris Cherny(Creator of Claude Code; MTS at Anthropic),

Georgios Konstantopoulos(CTO, General Partner at Paradigm), and

11 more.

kong by Kong

Cloud-native API and AI gateway for microservice orchestration

41k

Starred by

Hiroshi Shibata(Core Contributor to Ruby),

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

26 more.

ray by ray-project

AI compute engine for scaling Python and AI applications

38k

updated 12 hours ago

Starred by

Lilian Weng(Cofounder of Thinking Machines Lab),

Anastasios Angelopoulos(Cofounder of LMArena), and

2 more.

awesome-self-supervised-learning by jason718

Curated list of self-supervised learning resources

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

ML library for pretrained model inference and training

148k

Language model probe for factual/commonsense knowledge analysis (research paper)

updated 10 hours ago

Starred by

Aravind Srinivas(Cofounder of Perplexity) and

Jeff Hammerbacher(Cofounder of Cloudera).

LAMA by facebookresearch

Starred by

Travis Fischer(Founder of Agentic),

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

8 more.

ann-benchmarks by erikbern

ANN benchmarks for approximate nearest neighbor search algorithms

Starred by

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

awesome-knowledge-distillation by dkozlov

Collection of knowledge distillation resources

Starred by

Aravind Srinivas(Cofounder of Perplexity),

Jeff Hammerbacher(Cofounder of Cloudera), and

8 more.

apex by NVIDIA

PyTorch extension for streamlined mixed precision & distributed training

AutoML tool for generating ML/DL models and Python code from CSV data

updated 3 days ago

Starred by

Jeff Hammerbacher(Cofounder of Cloudera).

automl-gs by minimaxir

Self-hosted web archiver for preserving web content

updated 5 years ago

Starred by

Travis Fischer(Founder of Agentic),

Jonathan Ragan-Kelley(Professor at MIT), and

3 more.

ArchiveBox by ArchiveBox

1.3%

25k

Web scraping library for creating massive datasets

updated 2 months ago

Starred by

Thomas Wolf(Cofounder of Hugging Face).

lazynlp by chiphuyen

Lua-based toolkit for sequence-to-sequence learning

updated 4 years ago

Starred by

Boris Cherny(Creator of Claude Code; MTS at Anthropic),

Thomas Wolf(Cofounder of Hugging Face), and

9 more.

fairseq-lua by facebookresearch

updated 3 years ago

Starred by

Lilian Weng(Cofounder of Thinking Machines Lab),

Aravind Srinivas(Cofounder of Perplexity), and

17 more.

fairseq by facebookresearch

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

32k

Starred by

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

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

9 more.

pytext by facebookresearch

NLP framework (deprecated, migrate to torchtext)

Starred by

Aravind Srinivas(Cofounder of Perplexity),

Lewis Tunstall(Researcher at Hugging Face), and

10 more.

bert by google-research

TensorFlow code and pre-trained models for BERT

39k

Starred by

Lilian Weng(Cofounder of Thinking Machines Lab),

Aravind Srinivas(Cofounder of Perplexity), and

10 more.

tensor2tensor by tensorflow

Deprecated library for deep learning models/datasets, successor to Trax

16k

Starred by

Lilian Weng(Cofounder of Thinking Machines Lab),

Ivan Zhang(Cofounder of Cohere), and

3 more.

cleverhans by cleverhans-lab

Adversarial example library for benchmarking ML model robustness

created 9 years ago

Starred by

Aravind Srinivas(Cofounder of Perplexity),

Tom Brown(Cofounder of Anthropic), and

1 more.

finetune-transformer-lm by openai

Code for generative pre-training research paper

updated 6 years ago

Starred by

Boris Cherny(Creator of Claude Code; MTS at Anthropic),

Daniel Han(Cofounder of Unsloth), and

11 more.

awesome-machine-learning by josephmisiti

Curated list of ML frameworks, libraries, and software

69k

created 11 years ago

Starred by

Aravind Srinivas(Cofounder of Perplexity),

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

1 more.

Awesome-pytorch-list by bharathgs

Curated list of PyTorch content on GitHub

16k

Starred by

Jeff Hammerbacher(Cofounder of Cloudera),

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

4 more.

pattern by clips

Python web mining module

created 14 years ago

Starred by

Eugene Yan(AI Scientist at AWS),

Jeff Hammerbacher(Cofounder of Cloudera), and

7 more.

text by pytorch

PyTorch library for NLP tasks

Starred by

Lewis Tunstall(Researcher at Hugging Face),

Carol Willing(Core Contributor to CPython, Jupyter), and

3 more.

awesome-machine-learning-on-source-code by src-d

Curated list of ML applied to source code (MLonCode)

C library for parsing/normalizing street addresses using statistical NLP

updated 4 years ago

Starred by

Jeffrey Heer(Author of Vega, Vega-Lite, D3.js; Professor at UW),

Clément Renault(Cofounder of Meilisearch), and

3 more.

libpostal by openvenues

1.6%

updated 2 weeks ago

Starred by

Travis Fischer(Founder of Agentic),

Lewis Tunstall(Researcher at Hugging Face), and

9 more.

umap by lmcinnes

Dimension reduction technique for visualization and general non-linear reduction

updated 1 week ago

Starred by

Aravind Srinivas(Cofounder of Perplexity),

François Chollet(Author of Keras), and

20 more.

spaCy by explosion

NLP library for production applications

32k

created 11 years ago

updated 2 months ago

pywsd by alvations

Python SDK for word sense disambiguation (WSD) technologies

749

created 11 years ago

updated 3 years ago

text_classification by brightmart

Text classification models using deep learning

Starred by

Boris Cherny(Creator of Claude Code; MTS at Anthropic),

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

3 more.

awesome-nlp by keon

Curated list of NLP resources

17k

created 9 years ago

telegram-list by goq

Telegram channels/groups list for developers, IT

created 9 years ago

updated 3 weeks ago

Starred by

Aravind Srinivas(Cofounder of Perplexity),

Zhiqiang Xie(Author of SGLang), and

6 more.

awesome-courses by prakhar1989

Awesome CS courses with free online materials

62k