llark

? Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

21 Lessons, Get Started Building with Generative AI ? https://microsoft.github.io/generative-ai-for-beginners/

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

A high-throughput and memory-efficient inference and serving engine for LLMs

The all-in-one Desktop & Docker AI application with built-in RAG, AI agents, No-code agent builder, and more.

?? - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

?? Turn any webpage into a desktop app with Rust. ?? 利用 Rust 轻松构建轻量级多端桌面应用

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. ?Docker-friendly.?Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

Making large AI models cheaper, faster and more accessible