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🦜🔗 Build context-aware reasoning applications
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
llama3 implementation one matrix multiplication at a time
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supportin…
面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版
LAVIS - A One-stop Library for Language-Vision Intelligence
A series of large language models trained from scratch by developers @01-ai
《开源大模型食用指南》基于Linux环境快速部署开源大模型，更适合中国宝宝的部署教程
PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/
Mobile ALOHA: Learning Bimanual Mobile Manipulation with Low-Cost Whole-Body Teleoperation
Segment Anything in Medical Images
We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts…
The hub for EleutherAI's work on interpretability and learning dynamics
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
温州大学《机器学习》课程资料（代码、课件等）
A comprehensive guide to building RAG-based LLM applications for production.
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
Jupyter notebooks for learning how to use SimpleITK
Phi2-Chinese-0.2B 从0开始训练自己的Phi2中文小模型，支持接入langchain加载本地知识库做检索增强生成RAG。Training your own Phi2 small chat model from scratch.
Using DUCK-Net for polyp image segmentation. ( Nature Scientific Reports 2023 )