WangRongsheng/awesome-LLM-resources
awesome-LLM-resources
🧑🚀 全世界最好的LLM资料总结（多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型） | Summary of the world's best LLM resources.
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WangRongsheng
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<p align="center"> <a href="https://github.com/WangRongsheng/awesome-LLM-resourses"><img src=https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg ></a> <a href="https://github.com/WangRongsheng/awesome-LLM-resourses"><img src=https://img.shields.io/github/forks/WangRongsheng/awesome-LLM-resourses.svg?style=social ></a> <a href="https://github.com/WangRongsheng/awesome-LLM-resourses"><img src=https://img.shields.io/github/stars/WangRongsheng/a
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Agentic AI SystemsAI-Assisted ProgrammingAI Paper ReviewChain-of-Thought ReasoningData Processing and CurationLarge Language ModelsModel CompressionModel Inference OptimizationModel Training and Fine-tuningMultimodal AIPrompt EngineeringReinforcement Learning from Human FeedbackSmall Language ModelsVision-Language Models
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Agentic AI SystemsAI-Assisted ProgrammingAI Paper ReviewChain-of-Thought ReasoningData Processing and CurationLarge Language ModelsModel CompressionModel Inference OptimizationModel Training and Fine-tuningMultimodal AIPrompt EngineeringReinforcement Learning from Human FeedbackSmall Language ModelsVision-Language ModelsAI AgentsAI SafetyAPIAWS BedrockAnthropic / ClaudeAutoGenAutomationAxolotlBenchmarkingC++CachingChromaClaudeClaude CodeClineComputer VisionContext EngineeringCourseCrewAICurated ListDPOData ScienceDatabaseDeep LearningDeepEvalDeepSeekDistillationDockerDocument ProcessingEmbeddingsEvalsFSDPFinTechFine-TuningFlowiseForkedGPTGRPOGemini CLIGemmaGoGoogle AIGraphRAGHealthcare AIHuggingFaceHybrid SearchInferenceInterview PrepKerasKilocodeKnowledge GraphKubernetesLLM ServingLM Eval HarnessLangChainLetta / MemGPTLiteLLMLlamaLlamaIndexLoRA / PEFTLong ContextMCPMLOpsMachine LearningMem0MergeKitMistralMobileModel OptimizationMulti-AgentOllamaOpen SourceOpen WebUIOpenAIPhiPyTorchPydanticPythonPython Web FrameworkQuantizationQwenRAGRAGASRLHFReal-Time / StreamingReasoning ModelsReinforcement LearningRerankingResearch / PapersRoadmapRustSGLangSecuritySpeech to TextStructured OutputSynthetic DataTRLTensorRTTool UseTorchTuneTransformersTutorialUnslothVertex AIVideo GenerationVisualizationWeaviateWeights & Biasesllama.cppvLLM
Taxonomy
AI Trends
category
Model TrainingFoundation ModelsAI AgentsRAG & RetrievalEvals & BenchmarkingObservability & MonitoringInference & ServingGenerative MediaComputer VisionMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsLearning ResourcesIndustry: HealthcareIndustry: FinTechSecurity & SafetyData Science & Analytics
Deployment Context
Skill Areas
Large Language ModelsMultimodal AIAgentic AI SystemsAI-Assisted ProgrammingModel Training and Fine-tuningModel Inference OptimizationVision-Language ModelsSmall Language ModelsModel CompressionAI Paper ReviewData Processing and CurationPrompt EngineeringChain-of-Thought ReasoningReinforcement Learning from Human Feedback
tag
AI AgentsAI SafetyAPIAWS BedrockActiveAnthropic / ClaudeAutoGenAutomationAxolotlBenchmarkingC++CachingChromaClaudeClaude CodeClineComputer VisionContext EngineeringCourseCrewAICurated ListDPOData ScienceDatabaseDeep LearningDeepEvalDeepSeekDistillationDockerDocument ProcessingEmbeddingsEvalsFSDPFinTechFine-TuningFlowiseForkedGPTGRPOGemini CLIGemmaGoGoogle AIGraphRAGHealthcare AIHuggingFaceHybrid SearchInferenceInterview PrepKerasKilocodeKnowledge GraphKubernetesLLM ServingLM Eval HarnessLangChainLarge Language ModelsLetta / MemGPTLiteLLMLlamaLlamaIndexLoRA / PEFTLong ContextMCPMLOpsMachine LearningMem0MergeKitMistralMobileModel OptimizationMulti-AgentMultimodal AIOllamaOpen SourceOpen WebUIOpenAIPhiPrompt EngineeringPyTorchPydanticPythonPython Web FrameworkQuantizationQwenRAGRAGASRLHFReal-Time / StreamingReasoning ModelsReinforcement LearningRerankingResearch / PapersRoadmapRustSGLangSecuritySpeech to TextStructured OutputSynthetic DataTRLTensorRTTool UseTorchTuneTransformersTutorialUnslothVertex AIVideo GenerationVisualizationWeaviateWeights & Biasesllama.cppvLLM
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Categories
RAG & RetrievalPrimaryEvals & BenchmarkingObservability & MonitoringInference & ServingMLOps & InfrastructureDev Tools & AutomationCloud & PlatformsLearning ResourcesIndustry: HealthcareIndustry: FinTechSecurity & SafetyData Science & AnalyticsCoding & Dev ToolsHealthcare & BiologyFoundation ModelsAI AgentsModel TrainingGenerative MediaComputer VisionML Platform & InfrastructureSafety & AlignmentFinance & LegalMultimodal AIEdge & Mobile AISearch & KnowledgeOther AI / ML
PM Skills
Cost & EfficiencySafety & AlignmentUser ExperienceScale & ReliabilityData & EvaluationProduct DiscoveryDeveloper PlatformAI-Native Architecture
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Timeline
- Project created
- Apr 19, 2024
- Forked
- Mar 29, 2026
- Your last push
- 2 months ago
- Upstream last push
- 18 days ago
- Tracked since
- Mar 28, 2026
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