Serve, optimize and scale PyTorch models in production

Implementation of Nougat Neural Optical Understanding for Academic Documents

A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL

MiniRBT (中文小型预训练模型系列)

Minimalist ML framework for Rust

本项目旨在分享大模型相关技术原理以及实战经验。

Examples of Data Science projects and Artificial Intelligence use-cases

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

A Unified Toolkit for Deep Learning Based Document Image Analysis

MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型，实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO。

Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and…

Large Language Model Text Generation Inference

⚡LLM Zoo is a project that provides data, models, and evaluation benchmark for large language models.⚡

Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

Graph Neural Network Library for PyTorch

Log-based Anomaly Detection Without Log Parsing (ASE 2021, Research Track)

AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents

A large collection of system log datasets for AI-driven log analytics [ISSRE'23]

text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。

An Open-Source Package for Knowledge Embedding (KE)

A simple resume parser used for extracting information from resumes

A distributed graph deep learning framework.

Implementation and experiments of graph embedding algorithms.

A latent text-to-image diffusion model

Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch

A guidance language for controlling large language models.

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

[ICCV 2023 Oral] Text-to-Image Diffusion Models are Zero-Shot Video Generators

text and image to video generation: CogVideoX (2024) and CogVideo (ICLR 2023)

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference,…