HuangXinzhe's starred repositories
MedicalGPT
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。
awesome-LLM-resourses
🧑🚀 全世界最好的中文LLM资料总结
HuixiangDou
HuixiangDou: Overcoming Group Chat Scenarios with LLM-based Technical Assistance
WanJuan1.0
万卷1.0多模态语料
nano-llama31
nanoGPT style version of Llama 3.1
haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
Langchain-Chatchat
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 Llama) RAG and Agent app with langchain
Awesome-Text2SQL
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
dive-into-llms
《动手学大模型Dive into LLMs》系列编程实践教程
Awesome-AGI
AGI资料汇总学习（主要包括LLM和AIGC），持续更新......
genai-handbook.github.io
A roadmap for "generative AI" learning resources
DeepSpeedExamples
Example models using DeepSpeed
llm-autoeval
Automatically evaluate your LLMs in Google Colab
tiny-llm-zh
从零实现一个小参数量中文大语言模型。
llms-from-scratch-cn
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
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
llama3-from-scratch
llama3 implementation one matrix multiplication at a time
unstructured
Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
tiny-universe
《大模型白盒子构建指南》：一个全手搓的Tiny-Universe
llm-universe
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/