AI Agent Skills

Efficient Deep Learning Systems course materials (HSE, YSDA)

A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking.

Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.

Cache-Augmented Generation: A Simple, Efficient Alternative to RAG

A fast, efficient universal vector embedding utility package.

Parameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU memory, when you need to train <…

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search,…

🦛 CHONK docs with Chonkie ✨ — The lightweight ingestion library for fast, efficient and robust RAG pipelines

A unified, comprehensive and efficient recommendation library

🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and pro…

[ICLR 2026] LightMem: Lightweight and Efficient Memory-Augmented Generation