modelscope/ms-cookbook
魔搭紫皮书｜ModelScope Cookbook：面向开发者的开源模型应用实战指南，覆盖模型选型、推理、微调、评测、RAG、Agent 与 AIGC，从跑通第一个模型到构建实际应用。
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README & documentation
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English · 简体中文 ModelScope Cookbook From open-source models to practical AI applications. 魔搭紫皮书 · Choose a model. Run it. Adapt it. Build with it. Overview · Start reading · Learning paths · Chapter guide · Community · Contribute ModelScope Cookbook is a hands-on, open-source guide to using open-source AI models in real applications. It brings model selection, inference, data preparation, fine-tuning, evaluation, and application development into one structured learning resource. A useful model application starts with practical decisions: which model fits the task, what hardware it needs, how to adapt it to your data, and how to judge the result. The cookbook connects these decisions to runnable examples, using tools such as EvalScope, ms-swift, DiffSynth, and Ollama, alongside RAG and Agent workflows. The goal is to help developers move from a first successful inference to applications they can reproduce, evaluate, and improve. Examples cover enterprise knowledge Q&A, speech assistants, customer-service…
Read the full README ↗ · Preview checked 2026-10-29T18:36:33.895Z
Inside the original README — Document outline
- Overview
- Start reading
- Learning paths
- Who is this for?
- Book contents
- Application examples
- Community
- Contributing
- Acknowledgments
- Maintenance
- Source of truth
- License
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What this repository does
魔搭紫皮书｜ModelScope Cookbook：面向开发者的开源模型应用实战指南，覆盖模型选型、推理、微调、评测、RAG、Agent 与 AIGC，从跑通第一个模型到构建实际应用。
Repository facts
- Owner
- modelscope
- Primary language
- HTML
- Stars
- 294
- Forks
- 48
- Open issues + pull requests
- 3
- License
- Apache-2.0
- Archived
- No
- Default branch
- main
- Created
- 2026-09-11T14:27:35.000Z
- Last push
- 2026-09-18T02:56:03.000Z
Topics and intended use
Owner-supplied topics: ai-agents, cookbook, diffusion-models, fine-tuning, generative-ai, llm, mcp, model-evaluation, modelscope, rag
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