Tencent Hunyuan Large Model Application Practice Course - AI Tutorial Materials

Tencent HunyuanLarge ModelWhat is an applied practical course?

Tencent HunyuanLarge ModelThe "Application-Based Practical Course" is a series of courses developed by Tencent for university faculty and students, and has been launched on the National Higher Education Smart Education Platform. The course combines Tencent's expertise in...Large ModelThe advantages of technology cover fromLarge ModelTechnology knowledgeAItoolpracticalComprehensive skills content. Course focus.MultimodalIt incorporates core functions such as generation and logical reasoning, designs application scenarios for smart teaching, research assistance, and interdisciplinary integration, and, based on technical principle analysis and case-based practical exercises, assists teachers and students in using...Large ModelTo conduct teaching research and academic innovation. The courses help university faculty and students standardize...High efficiencyLand useLarge ModelAccelerate innovation in education, teaching, and scientific research, and promoteartificialintelligentThe widespread application of technology in education.

Tencent HunyuanLarge ModelThe main functions of applied practical courses

• Technology demonstration and promotionIntroducing TencentartificialintelligentTechnological strength and products in the field, including mixed elementsLarge Model,MultimodalGenerative technologyAIProgramming tools and other technologies showcase innovation and technological advantages.
• User Education and GuidanceBased on detailed operation guides and use cases, it helps usersfastTake control of TencentAIHow to use the tool, guiding users to exploreAIThe application of technology in different scenarios.
• Industry exchange and cooperationSharing Tencent's technical roadmap and practical experience to provide a reference for the industry, based onopen sourcePlan to promoteAIThe openness and widespread adoption of technology promotes cooperation and exchange.
• Promote the implementation of technological innovationShowcasing Tencent's...MultimodalInnovative achievements in fields such as generation and RAG technology, based on practical application cases, promote...AIThe implementation and application of technology in various industries.
• Cultivating developers and user groupsProvides development tools and learning resources to help developers improve their skills and reduce costs.AIThe technical barriers to entry will attract more users to try and use Tencent's technology.AIproduct.
• Building brand image and trustShowcase technological achievements and product advantages to establish Tencent's position in the global market.AITencent's professional image in the field enhances users' trust in the company.AITrust and recognition of the product.

Tencent HunyuanLarge ModelThe official website address for the applied practical course

• Official website addresshttps://higher.smartedu.cn/course/

Tencent HunyuanLarge ModelCourse introduction for applied practical courses

Section 1: Tencent's Mixed-OriginLarge ModelPanoramic Introduction

• Course IntroductionCourse Introduction to Tencent HunyuanLarge ModelThe entire chain of self-developed technologies, capability building, industry applications andopen sourceThe plan. Hunyuan achieves technological breakthroughs and widespread applications through continuous iteration. It excels in thinking, perception, and creativity, with its modal models leading the industry. Hunyuan helps Tencent improve business efficiency and innovation, and drives development in industries such as healthcare and consumer electronics.AITransformation enhances user learning and work efficiency, inspires creative ideas, and actively...open source,letAISkills are easier to acquire.
• Course Content:
  • Self-developed technologies and technological breakthroughs across the entire supply chainTencent HunyuanLarge ModelAchieve independent R&D across the entire chain, from underlying algorithms to framework platforms, based on continuous iteration, in large language models,MultimodalSignificant breakthroughs have been achieved in capabilities such as understanding and 3D generation, with each modal model firmly ranking among the top in the industry.
  • Supporting industrial innovation and transformationHunyuanLarge ModelFully integrated with Tencent's business scenarios, significantly improving business efficiency and innovation capabilities, and driving the development of thousands of industries such as healthcare and consumer electronics.AITransformation helps businesses restructure their business models.
  • • Improve user experience and efficiencyHunyuanLarge ModelHelping users improve their learning and work efficiency, inspiring creative ideas, and bringing users more...intelligentA more convenient experience.
    • open sourceOpenness promotes popularizationHunyuanLarge Modelpositiveopen sourceBased on the open platformAICapabilities are easier to acquire and apply, drivingAIThe popularization of technology and the development of the industry ecosystem.

    Section 2: Tencent Yuanbao Usage Guide: Driven by Hunyuan & DeepSeek Dual ModelsAIAll-in-one assistant

    • Course IntroductionIntroducing Tencent Yuanbao, a dual-model driven system using Hunyuan and DeepSeek.AIA user guide to the all-in-one assistant. Features include model switching, deep thinking, online search, document reading, etc.intelligentThe core functions, such as writing, image analysis, and voice dialogue, are explained.AIDialogue techniques, such as assigning character attributes, describing task background, regulating output patterns, and flexibly switching functions, help users better utilize the platform.AIassistant.
    • Course Content:
      • Core Function IntroductionTencent Yuanbao has multiple functionspowerfulFeatures include model switching, deep thinking, online search, document reading,intelligentIt offers features such as writing, image analysis, and voice dialogue to meet users' diverse needs in different scenarios.
      • Model Switching and Deep ThinkingUsers can flexibly choose between the Hunyuan and DeepSeek models based on their needs and scenarios; each has its own characteristics and applications. The deep thinking model can generate more comprehensive, accurate, and structured answers based on multi-step logical analysis, contextual association, and knowledge integration.
      • • AIConversation skills:supplypracticalofAIConversation skills, such as first givingAIAsk questions about character attributes, describe the mission background in detail, and outline the rules.AIThe paradigm for answer output and the ability to flexibly switch between deep thinking and online search help users improve their communication skills.AIThe efficiency and quality of communication with assistants.
        • practicalstrong sexThe course content emphasizespracticalThis section provides a detailed explanation of the various functions and operation methods of Tencent Yuanbao, enabling users to...fastGet started and improve work and study efficiency.

        Section 3: Mastering Elements: A Step-by-Step Guide to Building Your OwnintelligentbodyMaster the practical skills of role-playing partners

        • Course IntroductionMain introductionintelligentbodyBasic knowledge, use of Tencent Components platform andintelligentbodyExample setup.intelligentbodyIt is based on a large language model.intelligentThe system can be used in various scenarios, such as emotional support and knowledge-based Q&A. Based on the Tencent Elements platform, users can create personalized...intelligentbodyTo meet specific needs. Examples include building a cute...AIThe app provides emotional companionship, imports game guides as a knowledge quiz assistant, serves as a drawing assistant based on a portrait stylization plugin, and enables job introduction tasks.intelligenttool.
        • Course Content:
          • intelligentbodyCore Values and Application Scenarios:intelligentbodyBased on a large language model, it has the capabilities of task planning, memory, and tool invocation, and is widely used in various scenarios such as emotional companionship, knowledge Q&A, code development, and task planning, significantly improving work efficiency and user experience.
          • Tencent Element PlatformpracticalSex and AdvantageBased on Tencent's Element platform, usersfastcreateintelligentbodyDefine basic information,AISettings and tool configuration. The platform helps users create personalized experiences.intelligentbodyto make up for GeneralAIIt lacks depth and personalization, thus failing to meet specific needs.
          • • intelligentbodyDiverse case studiesDemonstrating through multiple case studiesintelligentbodyIts diverse applications include cuteness based on emotional resonanceAIA cat character, a Q&A assistant for importing game guides, a painting assistant for portrait stylization plugins, and a tool for completing job introduction tasks.intelligentTools, embodyintelligentbodyIn different fieldspracticalSexuality and flexibility.
            • Path to personalization and customizationEmphasis on creating an individualintelligentbodyThe importance of this lies in the fact that, based on the Tencent Element platform, users can customize according to their own needs.intelligentbodyThis will improve service accuracy and meet personalized needs in specific scenarios.

            Section 4: Tencent IMA: A thinking knowledge base that easily unlocks a new experience in searching, reading, and writing.

            • Course IntroductionThis article introduces Tencent IMA, a knowledge base tool that thinks and enhances the search, reading, and writing experience. It explains RAG technology and points out...Large ModelProblems such as misconceptions, outdated knowledge, and lack of professional depth exist. RAG overcomes these limitations by employing a three-step process of retrieval, enhancement, and generation. This article details the download and usage of Tencent IMA, including its functions for literature search, reading, knowledge storage, and writing. Finally, based on practical tasks, it guides users through importing materials, generating mind maps, adding to shared knowledge bases, asking questions, and writing literature review frameworks. It is recommended to follow the official WeChat account for updates.
            • Course Content:
              • The core value and principles of RAG technologyRAG (Retrieval-Augmented Generation) technology is based on three core steps: "Retrieve," "Augment," and "Generate," to solve...Large ModelIn practical applications, common problems such as illusions, knowledge lag, and lack of professional depth are addressed by accurately combining retrieved knowledge to generate high-quality content, which is widely used in multiple scenarios such as tourism, job seeking, and law.
              • • Tencent imaHigh efficiencyKnowledge management and creation functionsTencent IMA ispowerfulThis knowledge base tool supports multiple functions such as literature search, reading, knowledge storage, and writing. Users can...fastRetrieve high-quality information sources, generate mind maps, take notes, and store knowledge.AIIt assists in writing, supports uploading reference documents and switching between different models to complete answers, greatly improving knowledge management and creation efficiency.

                Section 5: Tencent Questionnaire:AITen minutes to survey a province for a week

                • Course IntroductionTencent Questionnaire is based on HunyuanLarge ModelWith DeepSeek technology, to createAIA research solution for improving quality and efficiency throughout the entire process. Based on...AIAuxiliary questionnaire design, based on research descriptions or materialsautomaticGenerate questionnaires, supporting multiple generation methods and a variety of question types. SamplefastThe recycling function leverages the advantages of the sample bank and implements strict quality control.High efficiencyRecycling requires only three steps.AIOne-clickReport generation functionfastGenerate professional visual reports, lowering the barrier to insight. Its "AIThe "+sample data" one-stop research solution has professional...AgentIntegrationMultimodalIt boasts five major advantages: data, calibration model error, deep industry adaptation, and ensuring data security.
                • Course Content:
                  • AITechnology deeply integrated into questionnaire designBased on mixed elementsLarge ModelWith DeepSeek technology, users only need to provide a research description or relevant materials.AIautomaticGenerate questionnaires, supporting multiple generation methods (such as natural language, uploaded documents, photos, etc.), covering a wide range of question types and multiple application scenarios.
                  • Sample recoveryHigh efficiencyAnd accurateTencent Questionnaire relies onpowerfulThe sample library enables the collection of sample data.fastRecycle.
                  • • One-clickGenerate professional visualization reportsTencent QuestionnaireAIOne-clickThe report generation feature is a major highlight of the course. Based on...AItechnology,fastGenerate professional visual reports, support various question types and complex data analysis, and significantly lower the barrier for users to gain data insights.
                    • Advantages of one-stop research solutionsTencent Questionnaire provides "AIOur one-stop research solution, featuring "+sample data," boasts five core advantages: professionalism.AgentIntegrationMultimodalData, calibration model errors, in-depth industry adaptation, and ensuring data security.

                    Section 6: Tencent's Mixed YuanLarge ModelMultimodalExploration of Generative Technologies and Applications

                    • Course IntroductionIntroducing Tencent HunyuanLarge ModelofMultimodalGeneration techniques and applications. Hybrid graph generation based on MLLMThe model structure, along with DIT, enables high-quality image generation, demonstrating excellent performance in handling Chinese elements and complex text. Hunyuan's video generation feature supports user-described video generation, offering various functions and applications. Looking ahead to 2025, Hunyuan will develop...MultimodalUnifiedNeural NetworksArchitecture drives technological development.
                    • Course Content:
                      • MultimodalCore architecture of generative technologyBased on MLLMThe model structure of DIT drives the shift from the Unet framework to the Transformer framework, improving the rationality and realism of the generated images.
                      • Application scenarios and functional advantagesHunyuan's raw images and videos are widely used in advertising, games, content creation and other fields, and support a variety of styles (such as Japanese anime, 3D rendering, etc.) and functions (such as lip-sync and motion-driven, background sound effects).
                      • • Generation Platform and User ExperienceIt offers platforms such as ComfyUI, WebUI, and Tencent Yuanbao to meet the needs of different users, and supports text-to-image processing, image style transfer, and precise image editing.
                        • Future Development and Industry LeadershipAsopen sourceThe video model with the most parameters topped HuggingFace's trending list. Development is planned for 2025.MultimodalA unified architecture drives technological development.

                        Section 7: A Programming Journey from Scratch!AIDevelopment Practice Guide

                        • Course IntroductionIntroducing Tencent CloudAIThe product advantages, usage tips, and internal Tencent best practices of the code assistant. A detailed explanation of how to experience it in mainstream IDEs and Cloud Studio IDE.AICode assistant, introducing Cloud Studio as a cloud-based "AIThe features and advantages of a "digital coding classroom" include readily available resources, an online IDE, andfastLoading and providing mainstream programming languages andAIModel templates and other tools help developers improve their development efficiency.
                        • Course Content:
                          • AThe core functions of I Code AssistantTencent CloudAICode assistant haspowerfulThe code completion, generation, and repair features significantly improve coding efficiency. It also assists developers with sidebar dialogs, inline dialogs, and shortcuts.fastUnderstand the code logic and use RRAG technology and knowledge bases for accurate information retrieval and question answering.
                          • • Usage Tips and MethodsThe course provides a wealth of usage tips and methods to help developers better utilize...AICode assistant.
                            • Multi-scenario experience methodsThis section introduces two main experience methods: one is based on extension plugins in mainstream IDEs (such as VS Code, IntelliJ IDEA, etc.).fastAccessAIThe first is the code assistant; the second is the experience in Tencent Cloud Studio IDE, which leverages the advantages of cloud resources and platform-hosted computing power to provide developers with more options.
                            • Cloud Studio's advantages in cloud-based developmentTencent Cloud Studio has created a cloud-based "AI"Digital Coding Classroom" supports teaching and learning based on cloud resources and platform-hosted computing power.

                            Tencent HunyuanLarge ModelPractical exercises in applied training courses

                            Based on tools such as Tencent Hunyuan, Tencent Yuanbao, and Tencent Questionnaire, users...MultimodalPractice in areas such as generation and logical reasoning. Cloud Studio andAICode Assistant provides developers with convenient cloud-based development and programming support, facilitating learning and application.AIMore technologyHigh efficiencyAnd intuitive.

                            Tencent HunyuanLarge ModelTarget audience for applied practical courses

                            • University teachers and studentsTeachers help them toLarge ModelTechnology is integrated into teaching and research to improve teaching quality and research innovation capabilities. Student learning...Large ModelTechnology, MasterAITools and skills lay the foundation for future career development and academic research.
                            • ResearchersEngaged inartificialintelligent,Machine LearningResearchers in fields such as [unclear], based on course understandingLarge ModelCutting-edge knowledge and application scenarios drive scientific research progress.
                            • Business practitionersFor those working in technology research and development, product design, data analysis, etc., understandingLarge ModelThe application of technology in actual business operations improves work efficiency and innovation capabilities.
                            • Developers and engineersDevelopers with some programming experience can learn how to use...Large ModelDevelop specific applications, such asintelligentAssistants, content generation tools, and other features enhance development capabilities.

                            Tsinghua University's "Towards the Future"AITeaching Experiments (PDF file) - AITutorial materials

                            AIGenerate Ghibli-style images.recommend7freeGPT-4o Alternative Tools