A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture

A course on aligning smol models.

Train transformer language models with reinforcement learning.

Collection of links, tutorials and best practices of how to collect the data and build end-to-end RLHF system to finetune Generative AI models

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & RingAttention & RFT)

A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.

A curated list of reinforcement learning with human feedback resources (continually updated)

HunyuanVideo: A Systematic Framework For Large Video Generation Model

A simple recipe for training and inferencing Transformer architecture for Multi-Task Learning on custom datasets. You can find two approaches for achieving this in this repo.

Denoising Diffusion Probabilistic Models

High-Resolution Image Synthesis with Latent Diffusion Models

A latent text-to-image diffusion model

[NeurIPS 2024 Oral][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-sim…

(NeurIPS 2024 Oral 🔥) Improved Distribution Matching Distillation for Fast Image Synthesis

OpenAGI: When LLM Meets Domain Experts

BAML is a language that helps you get structured data from LLMs, with the best DX possible. Works with all languages. Check out the promptfiddle.com playground

FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.

ChatLaw：A Powerful LLM Tailored for Chinese Legal. 中文法律大模型

Universal LLM Deployment Engine with ML Compilation

Generative Models by Stability AI

Translate the video from one language to another and add dubbing. 将视频从一种语言翻译为另一种语言，同时支持语音识别转录、语音合成、字幕翻译。

Serving multiple LoRA finetuned LLM as one

Examples of CUDA implementations by Cutlass CuTe

LMDeploy is a toolkit for compressing, deploying, and serving LLMs.

Serverless LLM Serving for Everyone.