Research & Education

ChatLM-mini-Chinese is an open-source project featuring a 0.2B parameter Chinese dialogue model (ChatLM-Chinese-0.2B). It provides comprehensive code for the entire model development lifecycle, including data cleaning, tokenizer training, model pre-training, SFT instruction fine-tuning, and RLHF optimization. The project is designed to be resource-efficient, capable of pre-training on machines with as little as 4GB VRAM and requiring only 512MB VRAM for float16 inference. It also supports downstream task fine-tuning, with an example provided for triplet information extraction. All dataset sources, data cleaning processes, and training procedures are openly shared, making it an excellent resource for researchers and developers working with small-scale Chinese language models.

SAG, developed by Zleap.AI, is an open-source, SQL-driven RAG engine designed for automatically building knowledge graphs during querying. It transforms raw text into "semantic atomic events" and extracts multi-dimensional "natural language vectors" for each event. Unlike traditional methods, SAG dynamically constructs relationship networks at query time, rather than relying on pre-maintained knowledge graphs. Its core capabilities include automatic understanding of documents, intelligent association through dynamic graph building, precise recall via a three-stage search (Recall → Expand → Rerank), complete traceability of results, and flexible extensibility with custom entity types. SAG is production-ready and suitable for developers, enterprise tech teams, and researchers interested in GraphRAG/RAG+KG.

Gurully is an AI-powered online platform designed to help individuals prepare for major English proficiency exams including PTE, IELTS, Duolingo, and CELPIP. The platform offers full-length mock tests with instant AI scoring, providing detailed feedback on strengths and areas for improvement. Users can access one free mock test for each exam type to familiarize themselves with the format and identify their current skill level. Beyond mock tests, Gurully provides sample answers, predictive questions, and flexible pricing plans, making it a comprehensive resource for English language learners aiming to achieve high scores for study or immigration purposes. It also features a mobile app for both Android and iOS for convenient practice on the go.

DigitalPage is an AI-powered tool designed to simplify web page management for users. It offers functionalities to summarize web content, save important pages, create links, and easily share information. This platform aims to streamline the process of gathering and disseminating information, making it particularly useful for individuals who frequently interact with a large volume of web-based content. By leveraging AI, DigitalPage helps users quickly extract key insights and organize their digital resources efficiently, enhancing productivity in research and content creation workflows.

awesome-free-chatgpt is an open-source project that curates and maintains a comprehensive list of free ChatGPT mirror websites and other AI resources. This tool is designed to provide users with convenient access to various AI models, including ChatGPT 3.5, GPT-4o, Claude 3.5 Sonnet, and DeepSeek v3, often without the need for registration or login. The list is regularly updated to ensure accuracy and includes details on each site's features, such as support for GPT-4, image uploads, internet access, and specific free allowances. It also highlights sponsored sites and provides a clear tagging system for easy navigation, making it a valuable resource for anyone looking for free and accessible AI chat solutions.

AnswerThis is an AI-powered research assistant designed to streamline academic and scientific research workflows. It provides comprehensive answers with direct citations from a database of over 300 million verified research sources. Users can find papers, draft literature reviews, and create case studies in one platform. The tool is built to understand scientific context, making it suitable for academics, scientists, professors, students, and medical professionals. Key features include the ability to search, chat with PDFs, analyze research gaps, and organize research libraries by saving papers and integrating with tools like Zotero and Mendeley. It also offers enterprise solutions for pharma, biotech, and medical device teams, focusing on speed, compliance, and collaborative workflows.

Anugraha Exceed Incorporated (AEPL) provides the Raptor platform, an AI-powered adaptive training solution designed for mission-critical industries such as Civil Aviation, Defense & Security, Health, and Energy. The platform focuses on reducing safety risks and optimizing training through simulation-intelligence and digital transformation. Key features include curriculum planning, iGrading & Evaluation, digital training records, adaptive learning systems, online assessments, and data science & analytics. Raptor also offers services like immersive XR-based content, courseware development, infrastructure life-cycle management, and API-based integration, aiming to ensure workforce compliance, competence, and readiness.

SnapTrip is an innovative AI-powered travel guide designed to enhance your travel experiences. It leverages advanced image recognition technology to identify historical landmarks and artworks from photos taken by users. Upon identification, SnapTrip provides rich contextual information, including historical background, cultural significance, and artistic value, making your explorations more meaningful. This tool acts as a personal AI guide, offering on-the-spot insights and explanations, transforming ordinary sightseeing into an enriching educational journey. It aims to deepen understanding and appreciation of the places and art you encounter.

Build-A-Large-Language-Model-CN is an open-source project on GitHub that offers a Chinese translation of the e-book "Build a Large Language Model (From Scratch)". This resource is designed for learners eager to delve into the core principles and practical implementation of large language models (LLMs), including architectures like GPT, their training processes, and application development. The project aims to make this valuable educational material accessible to a wider Chinese-speaking audience. It includes the translated Chinese version, the original English e-book, and all translated images. The author also provides personal insights and interpretations to enhance understanding, alongside practical code examples for hands-on learning.

Islamic Dream offers AI-powered interpretation of dreams, grounded in centuries of Islamic scholarship. The tool analyzes dream symbols and context using the works of classical scholars such as Ibn Sirin, Al-Nabulsi, and Ibn Qayyim al-Jawziyyah. Users describe their dreams, and the AI provides a detailed, personalized interpretation that references relevant Quranic verses and Hadith. This platform aims to make traditional Islamic dream knowledge accessible, serving as an educational tool for understanding the spiritual communication inherent in dreams. It highlights the three types of dreams in Islam—Ru'ya, Hulum, and Hadith al-Nafs—and provides guidance on how to respond to bad dreams according to prophetic advice.

MTBook, authored by Tong Xiao and Jingbo Zhu from NEUNLPLab / NiuTrans Research, is a comprehensive textbook and tutorial on machine translation. It systematically introduces the foundational knowledge and modeling methods of machine translation, while also discussing advanced frontier technologies. The content is structured into four parts, covering machine translation basics, statistical machine translation, neural machine translation, and advanced topics. It is designed for senior undergraduate and graduate students in computer science and AI, as well as researchers in natural language processing, particularly those focused on machine translation. The book's source code is open-source, and a full PDF version is available, making it a valuable resource for in-depth study and reference.

Coreon is a SaaS solution designed for implementing Multilingual Knowledge Systems (MKS). It fuses multilingual terminologies and knowledge graphs into a single, dynamic resource, eliminating the need to juggle separate term lists, terminology databases, and taxonomies. This synergy of language and knowledge enables enterprises to articulate and deploy proprietary knowledge globally. Coreon offers elegant visualization and ease of curation, allowing subject matter experts to keep linked terminology clean and consistent for safe reuse in mission-critical applications. It provides refined knowledge for LLMs, boosts AI projects, and supports automatic taxonomization of term lists. Coreon integrates with content creation and translation tools via plugins and offers API access for applications.

Depth of ML - GATE DA is an e-learning platform dedicated to providing comprehensive and in-depth content for students preparing for the GATE Data Science and Artificial Intelligence exam. The platform emphasizes hands-on learning to ensure a thorough understanding of the subject matter. Founded by IISc graduates Deval and Saloni, Depth of ML aims to deliver quality education tailored specifically for GATE DA aspirants. While the platform will stop accepting new subscriptions after January 10, 2026, existing active subscriptions will continue to receive full support, including doubt resolution from the founders, ensuring no compromise on commitments.

بوابة الذكاء الاصطناعي - Bawaba AI serves as a comprehensive platform for individuals interested in artificial intelligence, offering a wealth of information in Arabic. The site features up-to-date news on global and Arab AI advancements, in-depth articles, and practical tips. It also covers specialized equipment, applications, and profiles of key figures and organizations in the AI field. The platform aims to help users develop their skills and stay informed about the rapidly evolving AI landscape, with content ranging from smart cars and smartphones to robotics and cryptocurrency news, all presented with a focus on AI's role and impact.

book_DeepLearning_in_PyTorch_Source is an open-source GitHub repository containing the source code for a book titled "Deep Learning Principles and PyTorch Practice." This resource is designed to help users understand deep learning concepts and their practical implementation using the PyTorch framework. It covers a wide range of topics, from introductory PyTorch concepts to advanced applications like generative models, transfer learning, and reinforcement learning. The repository includes code examples for tasks such as text classification, image style transfer, and neural machine translation, making it a valuable learning tool for students and developers looking to gain hands-on experience with deep learning in PyTorch.

CramJam is an innovative AI-powered learning tool designed to revolutionize the study process. It allows users to effortlessly convert existing PDF slides, notes, or quizzes into a variety of customizable study tools. With just a few clicks, students and educators can generate instant quizzes, complete with citations, to enhance their learning and teaching experiences. The platform aims to simplify the creation of personalized study materials, making it easier to prepare for exams or reinforce understanding of complex topics. CramJam focuses on efficiency and customization, providing a streamlined approach to academic preparation.

The RHET AI Center, funded by the Volkswagen Foundation, is dedicated to rhetorical science communication research concerning Artificial Intelligence. It investigates the social, cultural, and ethical challenges presented by AI, including its risks and opportunities, the interaction between intelligent systems, and how automated decision-making systems can influence public discourse. The center actively engages in public outreach through events like "KI-Tools im Test" and "I’m a Scientist" to foster discussion and understanding of AI among students and the general public. It also facilitates scientific publications and collaborations, such as the "Artificial Friday" colloquium, to advance research in linguistics and AI.

Awesome-DeepLearning-500FAQ is a comprehensive open-source resource designed to help individuals understand deep learning concepts through a question-and-answer format. It covers a wide range of topics, including foundational knowledge in probability, linear algebra, machine learning, and deep learning, as well as specialized areas like computer vision, generative adversarial networks, and reinforcement learning. The content is structured into 18 chapters, totaling over 500,000 words, making it a substantial learning aid. Users can access the material in both HTML and PDF formats, with the HTML version offering direct navigation via anchored links for quick access to specific chapters. This resource is ideal for self-study and for those seeking to deepen their understanding of complex AI and machine learning subjects.

ZenseAI is an AI-powered education platform designed to transform teaching and learning experiences for schools. It offers a comprehensive suite of tools for both educators and students, including access to multiple AI models for diverse educational tasks, efficient organization and management of educational resources, and personalized AI tutors tailored to individual learning needs. The platform also provides AI-powered exercises with instant progress tracking, tools for assigning missions, monitoring student progress, and detecting dangerous behavior. ZenseAI aims to integrate AI seamlessly into the classroom, supporting digital transformation and offering services like STEAM courses, teacher training, and government funding assistance.

Papers-Literature-ML-DL-RL-AI is a comprehensive GitHub repository maintained by Dr. Tirthajyoti Sarkar, offering a curated collection of highly cited and impactful papers, literature, and free tutorials/books. The repository covers a wide range of topics within Artificial Intelligence (AI), statistical modeling, Machine Learning (ML), Deep Learning (DL), Reinforcement Learning (RL), and their various applications. It serves as an invaluable resource for anyone looking to delve into the foundational and cutting-edge research in these fields, including AI Hardware, Application of AI, AI and Game Theory, Explainability in AI, Fairness, Bias, and Ethics in AI, General Machine Learning, Reinforcement Learning, Statistics and Statistical Learning, Learning Theory, ML Ops, and ML for manufacturing and IoT. Its open-source nature ensures free accessibility to a broad audience.

how-to-optim-algorithm-in-cuda is a comprehensive open-source repository dedicated to optimizing algorithms using CUDA. It offers a wealth of resources including code implementations for fundamental CUDA operators like reduce, softmax, and elementwise operations, as well as detailed learning notes and blog translations related to GPU and large language models. The project covers advanced topics such as CUTLASS, CuTe DSL, Triton, and PTX ISA, making it an invaluable learning tool for developers aiming to enhance the performance of their CUDA code. It also includes notes on large language model inference/training optimization and GPU/AI system papers.

Learn_Prompting is a leading resource for individuals and businesses looking to master generative AI and prompt engineering. The platform offers a wide array of free resources, including a comprehensive Prompt Engineering Guide cited by OpenAI and Google, alongside 15 specialized courses designed to develop cutting-edge AI skills. Beyond self-paced learning, Learn_Prompting provides on-demand workshops and training for both individuals and businesses, with a track record of hosting sessions at major tech companies like OpenAI, Microsoft, and Deloitte. The initiative also organizes HackAPrompt, one of the largest AI red-teaming competitions, and conducts research on prompting techniques and LLM vulnerabilities, making it a valuable hub for both learning and advancing the field of AI.

Datarango is an innovative AI and Machine Learning learning platform designed to make acquiring data skills fun and engaging. It offers a gamified and business-immersive experience, allowing users to learn through interactive problem-solving within a business context. Users can select their preferred industry, such as finance or marketing, to tackle customized AI challenges relevant to their field. The platform includes an integrated IDE for practical problem-solving, expert mentorship, and a reward system with coins and badges. Datarango also provides industry-relevant certificates accredited by Continuing Professional Development, helping users showcase their achievements to recruiters and employers.

AI4I, the Italian Institute of Artificial Intelligence for Industry, is a foundation established by the Italian Government to conduct transformative, application-oriented research in AI. Based in Turin, AI4I focuses on integrating AI into industrial processes, products, and services, particularly within the manufacturing, aerospace, and automotive sectors. The institute engages young, entrepreneurial researchers, offering competitive compensation, high-performance computing access, state-of-the-art laboratories, and industrial collaborations. AI4I also fosters an ecosystem to support the initiation and growth of AI-driven startups, promoting a blend of curiosity-driven and application-oriented research for industrial impact.