sky-walker's starred repositories
LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
Scrapegraph-ai
Python scraper based on AI
dataframe_image
A python package for embedding pandas DataFrames as images into pdf and markdown documents
text-generation-webui
A Gradio web UI for Large Language Models.
vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
hello-algo
《Hello 算法》:动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新,English version ongoing
Phi2-mini-Chinese
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.
FlagEmbedding
Retrieval and Retrieval-augmented LLMs
gpt_academic
为GPT/GLM等LLM大语言模型提供实用化交互接口,特别优化论文阅读/润色/写作体验,模块化设计,支持自定义快捷按钮&函数插件,支持Python和C++等项目剖析&自译解功能,PDF/LaTex论文翻译&总结功能,支持并行问询多种LLM模型,支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。
llm_structure_tool
用大语言模型做结构化工具
zeroshot-d2t-pipeline
Code for the paper Neural Pipeline for Zero-Shot Data-to-Text Generation
modelscope-agent
ModelScope-Agent: An agent framework connecting models in ModelScope with the world
Qwen-Agent
Agent framework and applications built upon Qwen2, featuring Function Calling, Code Interpreter, RAG, and Chrome extension.
transformers-bloom-inference
Fast Inference Solutions for BLOOM
Ai-Learn
人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
flash-attention
Fast and memory-efficient exact attention
PowerInfer
High-speed Large Language Model Serving on PCs with Consumer-grade GPUs
Baichuan-7B
A large-scale 7B pretraining language model developed by BaiChuan-Inc.