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SGLang is a fast serving framework for large language models and vision language models.
Python Machine Learning By Example Third Edition, published by Packt
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.
A Native-PyTorch Library for LLM Fine-tuning
推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/
《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
《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
DLRover: An Automatic Distributed Deep Learning System
Building Large Language Model Applications, Published by Packt
Pretrain Vision and Large Language Models in Python, Published by Packt
Raspberry Pi ARM based bare metal examples
RPiPW = resources + notes + code samples for a workshop introducing the Raspberry Pi as a beginner's programming environment
Repository with code examples of mlflow
Open source platform for the machine learning lifecycle
OpenAI 接口管理 & 分发系统，支持 Azure、Anthropic Claude、Google PaLM 2 & Gemini、智谱 ChatGLM、百度文心一言、讯飞星火认知、阿里通义千问、360 智脑以及腾讯混元，可用于二次分发管理 key，仅单可执行文件，已打包好 Docker 镜像，一键部署，开箱即用. OpenAI key management & redistributi…
freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.
DSPy: The framework for programming—not prompting—foundation models
Open Source Platform for developing, scaling and deploying serious ML, AI, and data science systems
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
Ongoing research training transformer models at scale
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
Build resilient language agents as graphs.
Spring Boot Rest CRUD API example - Spring Data JPA to interact with MySQL/PostgreSQL database.
A high-throughput and memory-efficient inference and serving engine for LLMs
ModelScope: bring the notion of Model-as-a-Service to life.