Stars
A fast and simple implementation of learning algorithms for robotics.
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
仅需Python基础，从0构建大语言模型；从0逐步构建GLM4\Llama3\RWKV6， 深入理解大模型原理
LLaMA-TRL: Fine-tuning LLaMA with PPO and LoRA
Minimal example to apply Decision Transformer in Atari Pong
Imitation Learning Algorithms Tutorial (Python) from scratch
Theoretical introduction and examples for natural language processing (Sep 2022)
Reinforcement Learning Algorithms Tutorial (Python) from scratch (Mar 2021)
A repo for RLHF training and BoN over LLMs, with support for reward model ensembles.
Official Code for MotionCtrl [SIGGRAPH 2024]
A Diffusion training toolbox based on diffusers and existing SOTA methods, including Dreambooth, Texual Inversion, LoRA, Custom Diffusion, XTI, ....
The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
Simple but robust implementation of LoRA for PyTorch. Compatible with NLP, CV, and other model types. Strongly typed and tested.
Implementation of Nougat Neural Optical Understanding for Academic Documents
Examples and guides for using the OpenAI API
Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)
[CVPR2024 Highlight][VideoChatGPT] ChatGPT with video understanding! And many more supported LMs such as miniGPT4, StableLM, and MOSS.
Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
CLIP Object Detection, search object on image using natural language #Zeroshot #Unsupervised #CLIP #ODS
An Open-Source Framework for Prompt-Learning.
A real-time motion capture system for 3D virtual character animating.
Free (drivable) space identification for self-driving cars using stereo vision.
Park et al., Non-Local Spatial Propagation Network for Depth Completion, ECCV, 2020