30 open-source projects similar to mooler0410/llmspracticalguide, ranked by how many features they have in common. Compare stars, activity and what each one does to find the best LLMsPracticalGuide alternative.
This project serves as a comprehensive, static directory of external resources dedicated to the study and application of large language models. It functions as a centralized discovery point for developers and researchers, aggregating foundational academic papers, technical documentation, and specialized tools within a structured, version-controlled knowledge base. The repository distinguishes itself through a multi-level classification system that organizes diverse technical domains, ranging from model training frameworks and inference optimization to AI safety and hallucination detection. By
This project is a community-driven library of structured text inputs designed to guide large language models into specific roles, behaviors, and operational modes. It functions as a comprehensive repository of prompt engineering resources, providing reusable templates that allow users to override default model tendencies and enforce domain-specific response patterns through instruction-following logic. The collection distinguishes itself by offering specialized persona-based directives that constrain model output to simulate professional experts or functional technical environments. By utiliz
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 well as the practical implementation of supervised instruction fine-tuning and preference-based model alignment. The repository distinguishes itself by providing a deep dive into advanced model composition and optimization techniques. It details methodologies for weight-space mode
This project is a community-maintained directory that serves as a comprehensive index of software tools, frameworks, and educational materials. It functions as an open-source knowledge base, organizing diverse engineering domains and technical resources into a structured taxonomy to assist developers in discovering high-quality content. The directory distinguishes itself through a decentralized peer-review model, where independent contributors curate, verify, and update entries to ensure accuracy and relevance. All information is stored in a version-controlled, flat-file markdown format, whic
Curated list of awesome tools, demos, docs for ChatGPT and GPT-3
Papers We Love is a community-driven repository and learning network dedicated to the study and discussion of foundational computer science literature. It functions as a centralized educational archive, providing a structured environment where software professionals can engage with academic research to bridge the gap between theoretical concepts and practical application. The project distinguishes itself through a decentralized model of crowdsourced curation, where community members collectively maintain and categorize a vast index of technical resources. Beyond the repository itself, the ini
This project is a community-driven educational repository that serves as a comprehensive directory of university-level computer science video lectures. It provides a structured learning path for students and professionals, aggregating high-quality academic resources to facilitate self-paced study across a wide range of technical disciplines. The repository distinguishes itself through a collaborative maintenance model, utilizing version control workflows to allow contributors to expand and update the collection. Content is organized within a single, version-controlled document that leverages
This project is a comprehensive repository of verified computational implementations designed to serve as an educational resource for computer science and algorithmic problem solving. It provides a structured collection of code examples that cover fundamental data structures, mathematical operations, and core programming concepts, allowing users to study the logic and complexity behind various computational methods. The repository distinguishes itself through a modular, reference-based implementation pattern that organizes code into logical namespaces. This approach facilitates independent ex
This project is a technical learning resource and developer knowledge base focused on the integration of large language models into software applications. It provides a structured collection of guides and code examples designed to teach developers how to implement intelligent features using proven patterns and best practices. The repository distinguishes itself through a library of functional demonstrations that cover complex topics such as retrieval-augmented generation, function calling, and prompt engineering workflows. These materials are organized into a modular structure, allowing for t
This project is a comprehensive educational resource and technical guide focused on the development, optimization, and application of large language models. It provides a structured curriculum for mastering prompt engineering, ranging from foundational principles of instruction design to advanced techniques for improving model reasoning, accuracy, and reliability. The guide distinguishes itself by offering deep technical insights into agentic workflows and autonomous system design. It covers the implementation of multi-step reasoning chains, tool integration through function calling, and stat
Curated list of Creative Technology groups, companies, studios, collectives, etc.
Awesome Graph Neural Networks for Time Series Analysis (GNN4TS)
Curated list of blockchain services and exchanges 🔥🏦🔥🏦🔥🏦🔥
30-seconds-of-code is a comprehensive knowledge base and programming snippet library designed to support software engineering education and professional development. It provides a curated collection of reusable code units and technical guides that help developers master core language mechanics, design patterns, and architectural philosophies. The project distinguishes itself by offering a wide-ranging library of algorithmic solutions and web development patterns that are organized into modular, independently testable units. It emphasizes functional programming paradigms and declarative logic,
Curated list of the bitcoin blockchain services
Awesome projects and services related to FHE (Fully Homomorphic Encryption)
Curated list of MQTT brokers, clients, tools, resources and more.
A curated list of awesome OpenGL libraries, debuggers and resources.
A curated list of good stuff related to the development of games. This list contains only free software1 for code, sellers who aren't evil for physical resources, and free cultural works2 for assets.
This project is a curated digital publication repository designed to support English language learners and facilitate consistent reading habits. It provides a comprehensive archive of books and periodicals formatted in standard e-reading files to ensure compatibility across a wide range of mobile devices and software applications. The collection is structured to enhance language comprehension by integrating reading materials with supplementary audio files and external dictionary tools for real-time vocabulary lookup. Users can further personalize their reading environment by importing custom
This project is a curated library of community-driven prompt templates and personas designed to improve interactions with large language models. It functions as a prompt engineering guide, providing interactive tutorials and examples to teach advanced design and reasoning techniques. The library can operate as a Model Context Protocol server, providing a standardized interface for AI tools and agents to access prompt data as a service. For organizations, it offers a self-hosted repository option that allows for private deployment on internal infrastructure with custom authentication and data
Free-Certifications is a community-maintained, open-source directory that indexes free professional certification programs and educational training resources. It functions as a static content index, providing a structured hub for discovering learning paths and skill development opportunities across various technology domains and industry sectors. The project operates as a decoupled discovery layer, linking users to external training platforms rather than hosting educational content directly. By utilizing a version-controlled, markdown-based storage system, the directory facilitates collaborat
A curation of awesome tools, documents and projects about LLM Security.
A list of awesome tools, ideas, prompt engineering tools, colabs, models, and helpers for the prompt designer playing with aiArt and image synthesis. Covers Dalle2, MidJourney, StableDiffusion, and open source tools.
A curated list of amazingly awesome Git tools, resources and shiny things
A curated list of awesome GitHub guides, articles, sites, tools, projects and resources. 收集这个列表,只是为了更好地使用GitHub,欢迎提交pr和issue。