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Awesome GitHub RepositoriesLLM Engineering Guides
Practical documentation and implementation strategies for building, fine-tuning, and deploying large language models.
Explore 4 awesome GitHub repositories matching education & learning resources · LLM Engineering Guides. Refine with filters or upvote what's useful.
Awesome LLM Engineering Guides GitHub Repositories
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- microsoft/Web-Dev-For-Beginners
This project is an open-source educational curriculum designed to facilitate technical skill acquisition through a structured, project-based learning framework. It serves as a centralized knowledge base that guides learners through foundational web development concepts, modern programming logic, and advanced technical
Explores development patterns for orchestrating complex workflows using language model integration libraries.
JavaScriptcsscurriculumeducation - microsoft/ML-For-Beginners
This project is an open-source educational curriculum designed to provide a structured path for developers to master machine learning and generative AI. It functions as a technical skill development platform, offering comprehensive study materials that guide learners through fundamental concepts, algorithms, and the pr
Provides educational modules focused on building applications and managing complex workflows using large language model integration.
Jupyter Notebookdata-scienceeducationmachine-learning - d2l-ai/d2l-zh
This project is an open-source, interactive educational platform designed to teach deep learning through a comprehensive, code-first curriculum. It provides a structured learning path that covers foundational mathematics, modern neural network architectures, and practical optimization techniques, enabling practitioners
Unpacks the mechanisms behind transformer-based models for interpreting complex text data through structured lessons.
Pythonbookchinesecomputer-vision - mlabonne/llm-course
This project is a comprehensive educational curriculum and engineering handbook focused on the lifecycle of large language models. It serves as a structured knowledge base for machine learning practitioners, covering the fundamental mathematical and architectural principles of transformer-based sequence modeling, as we
Offers practical documentation for building, fine-tuning, and deploying modern language models.
courselarge-language-modelsllm
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- LLM Orchestration CoursesEducational materials focused on building applications and managing complex workflows using large language model integration.
- Local Model ExecutionGuides and best practices for running large language models on local hardware.
- Transformer Model TutorialsTutorials explaining how computer systems process and understand rich text data using transformer-based models.