🦜🔗 Build context-aware reasoning applications

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版

A guidance language for controlling large language models.

stable diffusion webui colab

AISystem 主要是指AI系统，包括AI芯片、AI编译器、AI推理和训练框架等AI全栈底层技术

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

This repository contains demos I made with the Transformers library by HuggingFace.

AirLLM 70B inference with single 4GB GPU

The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt.

Chinese version of CLIP which achieves Chinese cross-modal retrieval and representation generation.

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。

Neo4j graph construction from unstructured data using LLMs

Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.

中文nlp解决方案(大模型、数据、模型、训练、推理)

骆驼(Luotuo): Open Sourced Chinese Language Models. Developed by 陈启源 @ 华中师范大学 & 李鲁鲁 @ 商汤科技 & 冷子昂 @ 商汤科技

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

A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain

PyTorch入门教程，在线阅读地址：https://datawhalechina.github.io/thorough-pytorch/

HuggingLLM, Hugging Future.

Benchmarking large language models' complex reasoning ability with chain-of-thought prompting

LLM Finetuning with peft

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

机器学习方法习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual

Adapted from https://note.com/kohya_ss/n/nbf7ce8d80f29 for easier cloning

Superlinked is a Python framework for AI Engineers building high-performance search & recommendation applications that combine structured and unstructured data.

《AI 研发提效：自己动手训练 LoRA》，包含 Llama （Alpaca LoRA）模型、ChatGLM （ChatGLM Tuning）相关 Lora 的训练。训练内容：用户故事生成、测试代码生成、代码辅助生成、文本转 SQL、文本生成代码……