├── .gitignore ├── README.md ├── book ├── README.md ├── chapter01-java-ai-world │ ├── 1.1-java-ai-ecosystem.md │ ├── 1.2-tinyai-overview.md │ ├── 1.3-environment-setup.md │ ├── 1.4-first-ai-program.md │ └── 1.5-learning-path.md ├── part1-deep-learning │ ├── README.md │ ├── chapter02-ndarray-core │ │ ├── 2.1-ndarray-foundation.md │ │ ├── 2.2-memory-layout.md │ │ ├── 2.3-broadcasting.md │ │ ├── 2.4-numerical-stability.md │ │ └── 2.5-performance-optimization.md │ ├── chapter03-autograd-engine │ │ ├── 3.1-computation-graph-theory.md │ │ ├── 3.2-variable-design.md │ │ ├── 3.3-forward-propagation.md │ │ ├── 3.4-backward-propagation-algorithm.md │ │ └── 3.5-memory-management.md │ ├── chapter04-function-abstraction │ │ ├── 4.1-function-design-philosophy.md │ │ ├── 4.2-basic-math-operations.md │ │ ├── 4.3-activation-functions.md │ │ ├── 4.4-matrix-operations.md │ │ └── 4.5-loss-functions.md │ ├── chapter05-neural-network-blocks │ │ ├── 5.1-layer-abstraction.md │ │ ├── 5.2-dense-layer-implementation.md │ │ ├── 5.3-convolution-layer.md │ │ ├── 5.4-normalization-layers.md │ │ └── 5.5-block-composition-pattern.md │ ├── chapter06-model-management │ │ ├── 6.1-model-abstraction.md │ │ ├── 6.2-model-state-management.md │ │ ├── 6.3-optimizer-integration.md │ │ ├── 6.4-training-loop-design.md │ │ └── 6.5-inference-engine.md │ ├── chapter07-training-engine │ │ ├── 7.1-trainer-architecture.md │ │ ├── 7.2-optimizer-family.md │ │ ├── 7.3-learning-rate-scheduling.md │ │ ├── 7.4-training-monitoring.md │ │ ├── 7.5-parallel-training.md │ │ ├── 7.6-comprehensive-project.md │ │ └── README.md │ ├── chapter08-computer-vision │ │ ├── 8.1-image-preprocessing-and-augmentation.md │ │ ├── 8.2-cnn-basics-convolution-and-pooling.md │ │ ├── 8.3-classic-cnn-architectures.md │ │ ├── 8.4-image-classification-cifar10.md │ │ ├── 8.5-feature-visualization-and-model-interpretation.md │ │ ├── 8.6-comprehensive-project.md │ │ └── README.md │ ├── chapter09-nlp-basics │ │ ├── 9.1-text-preprocessing-tokenization-and-encoding.md │ │ ├── 9.2-word-embedding-word2vec-and-glove.md │ │ ├── 9.3-rnn-lstm-and-gru.md │ │ ├── 9.4-text-classification-sentiment-analysis-challenge.md │ │ ├── 9.5-sequence-to-sequence-machine-translation-fundamentals.md │ │ ├── 9.6-comprehensive-project-building-a-sentiment-analysis-system.md │ │ └── README.md │ ├── chapter10-reinforcement-learning │ │ ├── 10.1-markov-decision-processes-the-mathematical-framework-of-reinforcement-learning.md │ │ ├── 10.2-value-functions-and-policy-gradients.md │ │ ├── 10.3-q-learning-algorithm-implementation.md │ │ ├── 10.4-deep-q-network-combining-deep-learning-with-reinforcement-learning.md │ │ ├── 10.5-dqn-variants-and-improvements.md │ │ ├── 10.6-comprehensive-project-building-a-cartpole-game-agent.md │ │ └── README.md │ ├── chapter11-model-evaluation │ │ ├── 11.1-evaluation-metrics-design-accuracy-recall-and-f1-score.md │ │ ├── 11.2-cross-validation-and-data-splitting-strategies.md │ │ ├── 11.3-overfitting-diagnosis-learning-curve-analysis.md │ │ ├── 11.4-confusion-matrix-and-roc-analysis.md │ │ ├── 11.5-model-selection-and-hyperparameter-tuning.md │ │ ├── 11.6-comprehensive-project-model-evaluation-and-optimization-system.md │ │ └── README.md │ ├── chapter12-advanced-techniques │ │ ├── 12.1-regularization-techniques-dropout-weight-decay-and-early-stopping.md │ │ ├── 12.2-batch-normalization-accelerating-training-and-improving-stability.md │ │ ├── 12.3-gradient-clipping-solving-gradient-explosion.md │ │ ├── 12.4-learning-rate-warmup-and-cosine-annealing.md │ │ ├── 12.5-mixed-precision-training-and-model-compression.md │ │ ├── 12.6-comprehensive-project-model-optimization-and-performance-enhancement-system.md │ │ └── README.md │ └── preface.md ├── part2-llm │ ├── README.md │ ├── chapter13-transformer │ │ ├── 13.1-attention-mechanism-intuitive-understanding.md │ │ ├── 13.2-self-attention-mathematical-derivation.md │ │ ├── 13.3-multi-head-attention-parallel-processing.md │ │ ├── 13.4-position-encoding-sequence-information.md │ │ ├── 13.5-transformer-complete-architecture.md │ │ ├── 13.6-comprehensive-project-transformer-machine-translation-system.md │ │ └── README.md │ ├── chapter14-gpt-series │ │ ├── 14.1-gpt-1-pretraining-finetuning-paradigm.md │ │ ├── 14.2-gpt-2-model-scaling-exploration.md │ │ ├── 14.3-gpt-3-emergence-ability-few-shot-learning.md │ │ ├── 14.4-causal-language-modeling-autoregressive-generation.md │ │ ├── 14.5-temperature-sampling-top-k-sampling-strategies.md │ │ ├── 14.6-comprehensive-project-gpt-text-generation-system.md │ │ └── README.md │ ├── chapter14_2-deepseek │ │ ├── 14.2.1-deepseek-overview.md │ │ ├── 14.2.2-r1-reasoning-reflection.md │ │ ├── 14.2.3-v3-moe-architecture.md │ │ ├── 14.2.4-code-generation-optimization.md │ │ ├── 14.2.5-reinforcement-learning.md │ │ ├── 14.2.6-comprehensive-project.md │ │ └── README.md │ ├── chapter15-optimization │ │ ├── 15.1-lora-low-rank-adaptation-efficient-finetuning.md │ │ ├── 15.2-moe-mixture-of-experts-model-architecture.md │ │ ├── 15.3-gradient-checkpointing-memory-optimization.md │ │ ├── 15.4-model-parallelism-breaking-single-machine-memory-limits.md │ │ ├── 15.5-inference-optimization-kv-cache-batch-inference.md │ │ ├── 15.6-comprehensive-project-large-model-optimization-comprehensive-experiment.md │ │ └── README.md │ └── preface.md ├── part3-agents │ ├── README.md │ ├── chapter16-agent-foundation │ │ ├── 16.1-agent-conceptual-model-architecture-design.md │ │ ├── 16.2-advancedagent-core-agent-implementation.md │ │ ├── 16.3-memory-system-working-episodic-semantic-memory.md │ │ ├── 16.4-tool-calling-empowering-agents-with-action-capabilities.md │ │ ├── 16.5-llm-integration-language-understanding-and-generation.md │ │ ├── 16.6-comprehensive-project-integrated-agent-system.md │ │ └── README.md │ ├── chapter17-rag-system │ │ ├── 17.1-retrieval-augmented-generation-principles.md │ │ ├── 17.2-document-vectorization-and-similarity-computation.md │ │ ├── 17.3-knowledge-graph-construction-and-maintenance.md │ │ ├── 17.4-multimodal-retrieval-text-image-and-code.md │ │ ├── 17.5-intelligent-reasoning-multi-step-problem-solving.md │ │ ├── 17.6-comprehensive-project-intelligent-qa-system.md │ │ └── README.md │ ├── chapter18-multi-agent │ │ ├── 18.1-multi-agent-collaboration-patterns.md │ │ ├── 18.2-ai-programming-assistant-cursor-agent.md │ │ ├── 18.3-manuscript-agent-document-understanding-and-generation.md │ │ ├── 18.4-research-agent-knowledge-discovery-system.md │ │ ├── 18.5-agent-ecosystem-building-the-future-of-ai-applications.md │ │ ├── 18.6-comprehensive-project-agent-collaboration-development-platform.md │ │ └── README.md │ ├── chapter19-self-evolving │ │ ├── 19.1-self-evolving-agent-principles.md │ │ ├── 19.2-experience-recording-management.md │ │ ├── 19.3-strategy-learning-optimization.md │ │ ├── 19.4-knowledge-graph-construction.md │ │ ├── 19.5-reflection-module-implementation.md │ │ ├── 19.6-llm-enhanced-self-evolution.md │ │ └── README.md │ ├── chapter20-agent-applications │ │ ├── 20.1-ai-coding-assistant.md │ │ ├── 20.2-manus-agent.md │ │ ├── 20.3-research-agent.md │ │ ├── 20.4-design-patterns.md │ │ ├── 20.5-development-lifecycle.md │ │ ├── README.md │ │ ├── practice-guide.md │ │ └── summary.md │ └── preface.md ├── part4-embodied │ ├── PROGRESS.md │ ├── README.md │ ├── chapter21-embodied-foundation │ │ ├── 21.1-embodied-intelligence-concept.md │ │ ├── 21.2-perception-decision-execution-loop.md │ │ ├── 21.3-sensor-simulation-multi-modal-perception.md │ │ ├── 21.4-vehicle-dynamics-environment-modeling.md │ │ ├── 21.5-reward-function-learning-engine.md │ │ ├── 21.6-scenario-management-testing.md │ │ ├── 21.7-comprehensive-project-autonomous-driving-system.md │ │ └── README.md │ ├── chapter22-robot-control │ │ ├── 22.1-robot-control-architecture.md │ │ ├── 22.2-path-planning-algorithms.md │ │ ├── 22.3-obstacle-avoidance-collision-detection.md │ │ ├── 22.4-coverage-planning-cleaning-strategy.md │ │ ├── 22.5-state-machine-task-management.md │ │ ├── 22.6-slam-localization-mapping.md │ │ ├── 22.7-comprehensive-project-cleaning-robot-system.md │ │ └── README.md │ ├── chapter23-vla-architecture │ │ ├── 23.1-vla-architecture-overview.md │ │ ├── 23.2-vision-encoder-visual-understanding.md │ │ ├── 23.3-language-encoder-instruction-processing.md │ │ ├── 23.4-cross-modal-attention-fusion.md │ │ ├── 23.5-action-decoder-multi-task-output.md │ │ ├── 23.6-zero-shot-generalization.md │ │ ├── 23.7-comprehensive-project-vla-manipulation-system.md │ │ └── README.md │ ├── chapter24-world-model │ │ ├── 24.1-world-model-principles.md │ │ ├── 24.2-vae-encoder-representation-learning.md │ │ ├── 24.3-mdn-rnn-dynamics-prediction.md │ │ ├── 24.4-imagination-training.md │ │ ├── 24.5-sample-efficient-learning.md │ │ ├── 24.6-end-to-end-optimization.md │ │ └── 24.7-comprehensive-project-world-model-system.md │ ├── chapter24-world-models │ │ └── README.md │ └── preface.md ├── preface │ ├── foreword.md │ └── introduction.md └── templates │ ├── chapter-template.md │ └── section-template.md ├── doc ├── TinyAI技术分享文章.md ├── TinyAI技术分享文章_V2.md └── TinyDL-0.01-ATA对外.pdf ├── pom.xml ├── tinyai-agent ├── README.md ├── tinyai-agent-context │ ├── README.md │ ├── doc │ │ ├── MCP实现总结文档.md │ │ ├── mcp │ │ │ ├── MCP快速开始指南.md │ │ │ ├── README.md │ │ │ └── architecture.md │ │ └── 技术架构文档.md │ ├── pom.xml │ └── src │ │ ├── main │ │ └── java │ │ │ └── io │ │ │ └── leavesfly │ │ │ └── tinyai │ │ │ └── agent │ │ │ ├── context │ │ │ ├── AdvancedAgent.java │ │ │ ├── AgentHelper.java │ │ │ ├── ContextEngine.java │ │ │ ├── Document.java │ │ │ ├── LLMSimulator.java │ │ │ ├── Memory.java │ │ │ ├── MemoryManager.java │ │ │ ├── Message.java │ │ │ ├── RAGSystem.java │ │ │ ├── RetrievalResult.java │ │ │ ├── SimpleEmbedding.java │ │ │ ├── SimplifiedAdvancedAgent.java │ │ │ ├── ToolCall.java │ │ │ └── ToolRegistry.java │ │ │ ├── demo │ │ │ ├── AgentDemo.java │ │ │ ├── LLMSimulatorDemo.java │ │ │ └── SimplifiedAgentDemo.java │ │ │ └── mcp │ │ │ ├── DataAnalysisMCPServer.java │ │ │ ├── FileSystemMCPServer.java │ │ │ ├── MCPClient.java │ │ │ ├── MCPDemo.java │ │ │ ├── MCPEnabledAgent.java │ │ │ ├── MCPRequest.java │ │ │ ├── MCPResponse.java │ │ │ ├── MCPServer.java │ │ │ ├── MCPUtils.java │ │ │ ├── Prompt.java │ │ │ ├── Resource.java │ │ │ ├── ResourceContent.java │ │ │ ├── ResourceType.java │ │ │ ├── Tool.java │ │ │ ├── ToolCall.java │ │ │ ├── ToolCategory.java │ │ │ └── ToolResult.java │ │ └── test │ │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── agent │ │ ├── AdvancedAgentTest.java │ │ └── mcp │ │ ├── MCPClientTest.java │ │ └── MCPServerTest.java ├── tinyai-agent-cursor │ ├── README.md │ ├── doc │ │ ├── TinyAI-Cursor-API参考文档.md │ │ ├── TinyAI-Cursor使用指南.md │ │ ├── TinyAI-Cursor技术架构文档.md │ │ ├── V2-API-Reference.md │ │ ├── V2_QUICK_START.md │ │ └── V2_QUICK_USAGE_GUIDE.md │ ├── pom.xml │ └── src │ │ ├── main │ │ └── java │ │ │ └── io │ │ │ └── leavesfly │ │ │ └── tinyai │ │ │ └── agent │ │ │ └── cursor │ │ │ ├── v1 │ │ │ ├── AICodingCursor.java │ │ │ ├── CodeAnalyzer.java │ │ │ ├── CodeGenerator.java │ │ │ ├── CodeIssue.java │ │ │ ├── CursorLLMSimulator.java │ │ │ ├── DebugAgent.java │ │ │ ├── RefactorAgent.java │ │ │ ├── RefactorSuggestion.java │ │ │ └── demo │ │ │ │ ├── ComprehensiveLLMDemo.java │ │ │ │ ├── CursorDemo.java │ │ │ │ ├── EnhancedCursorDemo.java │ │ │ │ └── LLMComparisonDemo.java │ │ │ └── v2 │ │ │ ├── V2IntegrationDemo.java │ │ │ ├── adapter │ │ │ ├── AdapterRegistry.java │ │ │ ├── BaseModelAdapter.java │ │ │ ├── DeepSeekAdapter.java │ │ │ ├── ModelAdapter.java │ │ │ └── QwenAdapter.java │ │ │ ├── component │ │ │ ├── ContextEngine.java │ │ │ ├── analyzer │ │ │ │ └── CodeAnalyzerV2.java │ │ │ ├── debug │ │ │ │ └── DebugAgentV2.java │ │ │ ├── generator │ │ │ │ └── CodeGeneratorV2.java │ │ │ ├── memory │ │ │ │ └── MemoryManager.java │ │ │ ├── rag │ │ │ │ └── RAGEngine.java │ │ │ └── refactor │ │ │ │ └── RefactorAgentV2.java │ │ │ ├── controller │ │ │ ├── CursorV2Controller.java │ │ │ └── dto │ │ │ │ └── ApiResponses.java │ │ │ ├── infra │ │ │ ├── cache │ │ │ │ └── CacheManager.java │ │ │ └── storage │ │ │ │ └── SessionStore.java │ │ │ ├── model │ │ │ ├── ChatRequest.java │ │ │ ├── ChatResponse.java │ │ │ ├── Context.java │ │ │ ├── Memory.java │ │ │ ├── Message.java │ │ │ ├── ModelInfo.java │ │ │ ├── Session.java │ │ │ ├── ToolCall.java │ │ │ ├── ToolDefinition.java │ │ │ └── ToolResult.java │ │ │ ├── service │ │ │ ├── CodeIntelligenceService.java │ │ │ ├── ContextEngine.java │ │ │ ├── LLMGateway.java │ │ │ ├── LLMGatewayImpl.java │ │ │ ├── MockLLMGateway.java │ │ │ ├── SessionService.java │ │ │ └── StreamCallback.java │ │ │ └── tool │ │ │ ├── Tool.java │ │ │ ├── ToolOrchestrator.java │ │ │ ├── ToolRegistry.java │ │ │ └── builtin │ │ │ ├── CodeAnalyzerTool.java │ │ │ ├── FileReaderTool.java │ │ │ └── RAGSearchTool.java │ │ └── test │ │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── agent │ │ └── cursor │ │ ├── AICodingCursorTest.java │ │ └── v2 │ │ └── unit │ │ ├── adapter │ │ └── AdapterRegistryTest.java │ │ ├── infra │ │ └── CacheManagerTest.java │ │ ├── model │ │ ├── ChatRequestTest.java │ │ ├── MemoryTest.java │ │ └── MessageTest.java │ │ └── tool │ │ └── ToolRegistryTest.java ├── tinyai-agent-evol │ ├── README.md │ ├── doc │ │ ├── LLM改造技术文档.md │ │ └── 技术架构文档.md │ ├── pom.xml │ └── src │ │ ├── main │ │ └── java │ │ │ └── io │ │ │ └── leavesfly │ │ │ └── tinyai │ │ │ └── agent │ │ │ └── evol │ │ │ ├── EvolDemo.java │ │ │ ├── EvolLLMSimulator.java │ │ │ ├── Experience.java │ │ │ ├── KnowledgeGraph.java │ │ │ ├── LLMEvolDemo.java │ │ │ ├── LLMKnowledgeGraph.java │ │ │ ├── LLMReflectionModule.java │ │ │ ├── LLMSelfEvolvingAgent.java │ │ │ ├── ReflectionModule.java │ │ │ ├── SelfEvolvingAgent.java │ │ │ └── Strategy.java │ │ └── test │ │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── agent │ │ └── evol │ │ └── SelfEvolvingAgentTest.java ├── tinyai-agent-manus │ ├── README.md │ ├── doc │ │ ├── LLM模拟改造总结.md │ │ └── 技术架构文档.md │ ├── pom.xml │ └── src │ │ ├── main │ │ └── java │ │ │ └── io │ │ │ └── leavesfly │ │ │ └── tinyai │ │ │ └── agent │ │ │ └── manus │ │ │ ├── AgentState.java │ │ │ ├── BaseAgent.java │ │ │ ├── ExecutionMode.java │ │ │ ├── FlowDefinition.java │ │ │ ├── LLMManusDemo.java │ │ │ ├── LLMManusValidator.java │ │ │ ├── LLMSimulator.java │ │ │ ├── Manus.java │ │ │ ├── Plan.java │ │ │ ├── ReActAgent.java │ │ │ ├── Task.java │ │ │ └── ToolCallAgent.java │ │ └── test │ │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── agent │ │ └── manus │ │ ├── ManusTest.java │ │ └── PlanTaskTest.java ├── tinyai-agent-multi │ ├── README.md │ ├── doc │ │ └── MultiAgent.md │ ├── pom.xml │ └── src │ │ ├── main │ │ └── java │ │ │ └── io │ │ │ └── leavesfly │ │ │ └── tinyai │ │ │ └── agent │ │ │ └── multi │ │ │ ├── AgentMessage.java │ │ │ ├── AgentMetrics.java │ │ │ ├── AgentState.java │ │ │ ├── AgentTask.java │ │ │ ├── AnalystAgent.java │ │ │ ├── BaseAgent.java │ │ │ ├── CoordinatorAgent.java │ │ │ ├── CriticAgent.java │ │ │ ├── ExecutorAgent.java │ │ │ ├── MessageBus.java │ │ │ ├── MessageType.java │ │ │ ├── MultiAgentDemo.java │ │ │ ├── MultiAgentSystem.java │ │ │ ├── ResearcherAgent.java │ │ │ └── TaskStatus.java │ │ └── test │ │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── agent │ │ └── multi │ │ └── MultiAgentSystemTest.java ├── tinyai-agent-pattern │ ├── README.md │ ├── doc │ │ ├── ReCAP技术方案.md │ │ └── 技术架构.md │ ├── pom.xml │ └── src │ │ ├── main │ │ └── java │ │ │ └── io │ │ │ └── leavesfly │ │ │ └── tinyai │ │ │ └── agent │ │ │ └── pattern │ │ │ ├── Action.java │ │ │ ├── AgentPatternDemo.java │ │ │ ├── AgentPatternMain.java │ │ │ ├── AgentState.java │ │ │ ├── BaseAgent.java │ │ │ ├── CollaborativeAgent.java │ │ │ ├── PlanningAgent.java │ │ │ ├── QuickDemo.java │ │ │ ├── ReActAgent.java │ │ │ ├── ReflectAgent.java │ │ │ ├── SampleTools.java │ │ │ ├── Step.java │ │ │ └── recap │ │ │ ├── ActivePromptBuilder.java │ │ │ ├── ExecutionResult.java │ │ │ ├── ParentContext.java │ │ │ ├── PlanDecomposer.java │ │ │ ├── PlanRefiner.java │ │ │ ├── ReCapAgent.java │ │ │ ├── ReCapDemo.java │ │ │ ├── SubTask.java │ │ │ ├── SubTaskList.java │ │ │ ├── TaskStatus.java │ │ │ └── TaskType.java │ │ └── test │ │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── agent │ │ └── pattern │ │ └── AgentPatternTest.java ├── tinyai-agent-rag │ ├── README.md │ ├── doc │ │ └── 技术架构.md │ ├── pom.xml │ └── src │ │ ├── main │ │ └── java │ │ │ └── io │ │ │ └── leavesfly │ │ │ └── tinyai │ │ │ └── agent │ │ │ └── rag │ │ │ ├── Document.java │ │ │ ├── QueryResult.java │ │ │ ├── RAGSystem.java │ │ │ ├── RagDemo.java │ │ │ ├── SimpleTokenizer.java │ │ │ ├── TFIDFVectorizer.java │ │ │ ├── VectorDatabase.java │ │ │ └── VectorSimilarity.java │ │ └── test │ │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── agent │ │ └── rag │ │ └── TestRag.java └── tinyai-agent-research │ ├── README.md │ ├── doc │ ├── V2_README.md │ ├── V2_实施总结.md │ └── 技术架构文档.md │ ├── pom.xml │ └── src │ ├── main │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── agent │ │ └── research │ │ ├── DeepResearchAgent.java │ │ ├── IntelligentReasoner.java │ │ ├── KnowledgeGraph.java │ │ ├── KnowledgeNode.java │ │ ├── ReasoningMode.java │ │ ├── ResearchContext.java │ │ ├── ResearchDemo.java │ │ ├── ResearchInsight.java │ │ ├── ResearchPhase.java │ │ ├── ResearchPhaseResult.java │ │ ├── ResearchPipeline.java │ │ ├── ResearchQuery.java │ │ ├── ResearchResult.java │ │ ├── ResearchStep.java │ │ └── v2 │ │ ├── V2Demo.java │ │ ├── adapter │ │ └── ResearchLLMAdapter.java │ │ ├── component │ │ └── tool │ │ │ ├── CodeAnalyzerTool.java │ │ │ ├── DocumentReaderTool.java │ │ │ ├── Tool.java │ │ │ ├── ToolParameters.java │ │ │ ├── ToolRegistry.java │ │ │ ├── ToolResult.java │ │ │ └── WebSearchTool.java │ │ ├── model │ │ ├── AgentTask.java │ │ ├── AgentType.java │ │ ├── PlanningStrategy.java │ │ ├── QuestionType.java │ │ ├── ResearchPlan.java │ │ ├── ResearchQuestion.java │ │ ├── ResearchReport.java │ │ ├── ResearchTask.java │ │ └── TaskStatus.java │ │ └── service │ │ ├── AnalyzerAgent.java │ │ ├── ExecutorAgent.java │ │ ├── MasterAgent.java │ │ ├── PlannerAgent.java │ │ ├── SearcherAgent.java │ │ └── WriterAgent.java │ └── test │ └── java │ └── io │ └── leavesfly │ └── tinyai │ └── agent │ └── research │ ├── DeepResearchAgentTest.java │ └── v2 │ ├── component │ └── tool │ │ └── ToolRegistryTest.java │ └── model │ ├── ResearchPlanTest.java │ └── ResearchTaskTest.java ├── tinyai-deeplearning ├── README.md ├── tinyai-deeplearning-case │ ├── README.md │ ├── pom.xml │ └── src │ │ └── main │ │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── example │ │ ├── AdamEpsilonDemo.java │ │ ├── ModelSerializationExample.java │ │ ├── MonitorExample.java │ │ ├── classify │ │ ├── MnistMlpExam.java │ │ └── SpiralMlpExam.java │ │ ├── cv │ │ └── SimpleConvNetExample.java │ │ ├── embedd │ │ └── EmbeddingFullExample.java │ │ ├── parallel │ │ └── ParallelTrainingTest.java │ │ ├── regress │ │ ├── LineExam.java │ │ ├── MlpSinExam.java │ │ └── RnnCosExam.java │ │ ├── rl │ │ ├── CartPoleDQNExample.java │ │ ├── GridWorldREINFORCEExample.java │ │ ├── MultiArmedBanditExample.java │ │ ├── RLAdvancedFeaturesDemo.java │ │ ├── RLAlgorithmComparison.java │ │ ├── RLBenchmarkDemo.java │ │ ├── RLInteractiveDemo.java │ │ ├── RLPerformanceAnalysisDemo.java │ │ └── RLVisualizationDemo.java │ │ └── rnn │ │ ├── CompleteRnnExample.java │ │ └── SimpleGruTest.java ├── tinyai-deeplearning-func │ ├── README.md │ ├── doc │ │ ├── API参考文档.md │ │ ├── README_Visualization.md │ │ ├── 技术架构设计文档.md │ │ └── 测试报告.md │ ├── pom.xml │ └── src │ │ ├── main │ │ └── java │ │ │ └── io │ │ │ └── leavesfly │ │ │ └── tinyai │ │ │ ├── func │ │ │ ├── Function.java │ │ │ ├── Variable.java │ │ │ ├── base │ │ │ │ ├── Add.java │ │ │ │ ├── Div.java │ │ │ │ ├── Mul.java │ │ │ │ ├── Neg.java │ │ │ │ └── Sub.java │ │ │ ├── loss │ │ │ │ ├── MeanSE.java │ │ │ │ ├── SigmoidCE.java │ │ │ │ └── SoftmaxCE.java │ │ │ ├── math │ │ │ │ ├── Clip.java │ │ │ │ ├── Cos.java │ │ │ │ ├── Exp.java │ │ │ │ ├── GELU.java │ │ │ │ ├── Log.java │ │ │ │ ├── Max.java │ │ │ │ ├── Mean.java │ │ │ │ ├── Min.java │ │ │ │ ├── Pow.java │ │ │ │ ├── ReLu.java │ │ │ │ ├── Sigmoid.java │ │ │ │ ├── Sin.java │ │ │ │ ├── Sqrt.java │ │ │ │ ├── Squ.java │ │ │ │ ├── Tanh.java │ │ │ │ └── Variance.java │ │ │ └── matrix │ │ │ │ ├── BroadcastTo.java │ │ │ │ ├── GetItem.java │ │ │ │ ├── Linear.java │ │ │ │ ├── MatMul.java │ │ │ │ ├── Reshape.java │ │ │ │ ├── SoftMax.java │ │ │ │ ├── Sum.java │ │ │ │ ├── SumTo.java │ │ │ │ └── Transpose.java │ │ │ └── util │ │ │ ├── Config.java │ │ │ ├── GraphVisualizer.java │ │ │ ├── StepByStepVisualizer.java │ │ │ ├── Uml.java │ │ │ └── Utils.java │ │ └── test │ │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── func │ │ ├── FunctionOptimizationTest.java │ │ ├── VariableTest.java │ │ ├── VisualizationDemo.java │ │ ├── base │ │ └── BaseOperationsTest.java │ │ ├── loss │ │ └── LossFunctionsTest.java │ │ ├── math │ │ └── MathFunctionsTest.java │ │ └── matrix │ │ └── MatrixOperationsTest.java ├── tinyai-deeplearning-ml │ ├── README.md │ ├── doc │ │ ├── TinyDL并行训练改造总结.md │ │ ├── 单元测试完善报告.md │ │ ├── 技术架构文档.md │ │ └── 模型序列化功能说明.md │ ├── pom.xml │ └── src │ │ ├── main │ │ └── java │ │ │ └── io │ │ │ └── leavesfly │ │ │ └── tinyai │ │ │ └── ml │ │ │ ├── Model.java │ │ │ ├── ModelInfo.java │ │ │ ├── ModelInfoExporter.java │ │ │ ├── ModelSerializer.java │ │ │ ├── Monitor.java │ │ │ ├── ParameterManager.java │ │ │ ├── Plot.java │ │ │ ├── Trainer.java │ │ │ ├── dataset │ │ │ ├── ArrayDataset.java │ │ │ ├── Batch.java │ │ │ ├── DataSet.java │ │ │ ├── StreamDataset.java │ │ │ └── simple │ │ │ │ ├── CosDataSet.java │ │ │ │ ├── MnistDataSet.java │ │ │ │ ├── SinDataSet.java │ │ │ │ ├── SpiralDateSet.java │ │ │ │ └── Word2VecDataSet.java │ │ │ ├── evaluator │ │ │ ├── AccuracyEval.java │ │ │ ├── Evaluator.java │ │ │ └── RegressEval.java │ │ │ ├── inference │ │ │ ├── ImageTranslator.java │ │ │ ├── Predictor.java │ │ │ └── Translator.java │ │ │ ├── loss │ │ │ ├── Classify.java │ │ │ ├── Loss.java │ │ │ ├── MaskedSoftmaxCELoss.java │ │ │ ├── MeanSquaredLoss.java │ │ │ └── SoftmaxCrossEntropy.java │ │ │ ├── optimize │ │ │ ├── Adam.java │ │ │ ├── Optimizer.java │ │ │ └── SGD.java │ │ │ └── parallel │ │ │ ├── GradientAggregator.java │ │ │ ├── ParallelBatchProcessor.java │ │ │ └── ParallelTrainingUtils.java │ │ └── test │ │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── ml │ │ ├── ModelSerializerTest.java │ │ ├── ParameterManagerTest.java │ │ ├── SerializationDemo.java │ │ ├── dataset │ │ ├── DatasetTest.java │ │ └── StreamDatasetTest.java │ │ ├── evaluator │ │ └── EvaluatorTest.java │ │ ├── inference │ │ └── InferenceTest.java │ │ ├── loss │ │ ├── LossTest.java │ │ └── MaskedSoftmaxCELossDemo.java │ │ └── optimize │ │ └── OptimizerTest.java ├── tinyai-deeplearning-ndarr │ ├── README.md │ ├── doc │ │ ├── 技术架构文档.md │ │ └── 测试完善报告.md │ ├── pom.xml │ └── src │ │ ├── main │ │ └── java │ │ │ └── io │ │ │ └── leavesfly │ │ │ └── tinyai │ │ │ └── ndarr │ │ │ ├── NdArray.java │ │ │ ├── NdArrayUtil.java │ │ │ ├── Shape.java │ │ │ ├── cpu │ │ │ ├── NdArrayCpu.java │ │ │ └── ShapeCpu.java │ │ │ ├── gpu │ │ │ ├── NdArrayGpu.java │ │ │ └── ShapeGpu.java │ │ │ └── tpu │ │ │ ├── NdArrayTpu.java │ │ │ └── ShapeTpu.java │ │ └── test │ │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── ndarr │ │ ├── NdArrayTest.java │ │ ├── NdArrayUtilTest.java │ │ ├── ShapeTest.java │ │ ├── TestBroadcast.java │ │ ├── TestBroadcastTo.java │ │ └── TestMean.java ├── tinyai-deeplearning-nl │ ├── README.md │ ├── doc │ │ ├── 实施总结.md │ │ └── 技术架构文档.md │ ├── pom.xml │ └── src │ │ └── main │ │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── nl │ │ ├── block │ │ ├── MultiFrequencyAttention.java │ │ ├── NestedLearningBlock.java │ │ └── SelfModifyingBlock.java │ │ ├── core │ │ ├── AssociativeMemory.java │ │ ├── ContextFlow.java │ │ ├── FlowDirection.java │ │ └── NestedOptimizationLevel.java │ │ ├── demo │ │ ├── ContinualLearningDemo.java │ │ ├── ContinuumMemoryDemo.java │ │ ├── LanguageModelingDemo.java │ │ └── NestedLearningDemo.java │ │ ├── memory │ │ ├── ContinuumMemorySystem.java │ │ ├── MemoryModule.java │ │ ├── MemoryType.java │ │ └── SurpriseBasedMemory.java │ │ ├── model │ │ ├── HopeModel.java │ │ └── NestedLearningModel.java │ │ └── optimizer │ │ ├── DeepOptimizer.java │ │ ├── NestedAdam.java │ │ └── NestedSGD.java ├── tinyai-deeplearning-nnet │ ├── README.md │ ├── doc │ │ ├── block测试完善报告.md │ │ ├── seq2seq测试完善报告.md │ │ ├── v2 │ │ │ ├── PROJECT-COMPLETION.md │ │ │ ├── README.md │ │ │ ├── examples.md │ │ │ ├── final-report.md │ │ │ ├── implementation-summary.md │ │ │ └── migration-guide.md │ │ └── 技术架构文档.md │ ├── pom.xml │ └── src │ │ ├── main │ │ └── java │ │ │ └── io │ │ │ └── leavesfly │ │ │ └── tinyai │ │ │ └── nnet │ │ │ ├── Block.java │ │ │ ├── Layer.java │ │ │ ├── LayerAble.java │ │ │ ├── Parameter.java │ │ │ ├── RnnLayer.java │ │ │ ├── block │ │ │ ├── FeedForward.java │ │ │ ├── GruBlock.java │ │ │ ├── LstmBlock.java │ │ │ ├── MlpBlock.java │ │ │ ├── SequentialBlock.java │ │ │ ├── SimpleConvNet.java │ │ │ ├── SimpleRnnBlock.java │ │ │ ├── seq2seq │ │ │ │ ├── Decoder.java │ │ │ │ ├── Encoder.java │ │ │ │ └── EncoderDecoder.java │ │ │ └── transf │ │ │ │ ├── Transformer.java │ │ │ │ ├── TransformerDecoder.java │ │ │ │ ├── TransformerDecoderBlock.java │ │ │ │ ├── TransformerEncoder.java │ │ │ │ └── TransformerEncoderBlock.java │ │ │ ├── layer │ │ │ ├── activate │ │ │ │ ├── ReLuLayer.java │ │ │ │ ├── SigmoidLayer.java │ │ │ │ ├── SoftMaxLayer.java │ │ │ │ └── TanhLayer.java │ │ │ ├── cnn │ │ │ │ ├── Col2ImUtil.java │ │ │ │ ├── ConvLayer.java │ │ │ │ ├── DepthwiseSeparableConvLayer.java │ │ │ │ ├── Im2ColUtil.java │ │ │ │ └── PoolingLayer.java │ │ │ ├── dnn │ │ │ │ └── LinearLayer.java │ │ │ ├── embedd │ │ │ │ └── Embedding.java │ │ │ ├── norm │ │ │ │ ├── Dropout.java │ │ │ │ ├── Flatten.java │ │ │ │ └── LayerNorm.java │ │ │ ├── rnn │ │ │ │ ├── GruLayer.java │ │ │ │ ├── LstmLayer.java │ │ │ │ └── SimpleRnnLayer.java │ │ │ └── transf │ │ │ │ ├── MultiHeadAttention.java │ │ │ │ └── PositionalEncoding.java │ │ │ └── v2 │ │ │ ├── container │ │ │ ├── ModuleList.java │ │ │ └── Sequential.java │ │ │ ├── core │ │ │ ├── LazyModule.java │ │ │ ├── Module.java │ │ │ └── Parameter.java │ │ │ ├── examples │ │ │ ├── BasicUsage.java │ │ │ ├── CNNClassifier.java │ │ │ ├── LazyInitialization.java │ │ │ ├── ModelSerialization.java │ │ │ ├── README.md │ │ │ ├── RNNSequenceModeling.java │ │ │ └── TransformerModel.java │ │ │ ├── init │ │ │ ├── ConstantInitializer.java │ │ │ ├── Initializer.java │ │ │ ├── Initializers.java │ │ │ ├── KaimingNormalInitializer.java │ │ │ ├── KaimingUniformInitializer.java │ │ │ ├── NormalInitializer.java │ │ │ ├── OnesInitializer.java │ │ │ ├── OrthogonalInitializer.java │ │ │ ├── UniformInitializer.java │ │ │ ├── XavierNormalInitializer.java │ │ │ ├── XavierUniformInitializer.java │ │ │ └── ZerosInitializer.java │ │ │ └── layer │ │ │ ├── activation │ │ │ ├── ReLU.java │ │ │ ├── Sigmoid.java │ │ │ ├── SoftMax.java │ │ │ └── Tanh.java │ │ │ ├── conv │ │ │ ├── AvgPool2d.java │ │ │ ├── Conv2d.java │ │ │ ├── LazyConv2d.java │ │ │ └── MaxPool2d.java │ │ │ ├── dnn │ │ │ ├── Dropout.java │ │ │ ├── LazyLinear.java │ │ │ └── Linear.java │ │ │ ├── norm │ │ │ ├── BatchNorm1d.java │ │ │ └── LayerNorm.java │ │ │ ├── rnn │ │ │ ├── GRU.java │ │ │ ├── LSTM.java │ │ │ └── SimpleRNN.java │ │ │ └── transformer │ │ │ ├── MultiHeadAttention.java │ │ │ ├── PositionalEncoding.java │ │ │ ├── TransformerDecoderLayer.java │ │ │ └── TransformerEncoderLayer.java │ │ └── test │ │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── nnet │ │ ├── TestLayerNorm.java │ │ ├── TestLayerNormForward.java │ │ ├── block │ │ ├── MlpBlockTest.java │ │ └── seq2seq │ │ │ ├── DecoderTest.java │ │ │ └── EncoderTest.java │ │ ├── layer │ │ ├── activate │ │ │ ├── ReLuLayerTest.java │ │ │ ├── SigmoidLayerTest.java │ │ │ ├── SoftMaxLayerTest.java │ │ │ └── TanhLayerTest.java │ │ ├── cnn │ │ │ ├── ConvLayerTest.java │ │ │ ├── DepthwiseSeparableConvLayerTest.java │ │ │ └── PoolingLayerTest.java │ │ ├── dnn │ │ │ └── LinearLayerTest.java │ │ └── norm │ │ │ ├── DropoutTest.java │ │ │ └── FlattenTest.java │ │ └── v2 │ │ ├── container │ │ └── SequentialTest.java │ │ ├── init │ │ └── InitializersTest.java │ │ └── layer │ │ ├── LSTMTest.java │ │ └── LinearTest.java └── tinyai-deeplearning-rl │ ├── README.md │ ├── doc │ ├── 单元测试完善报告.md │ └── 技术架构文档.md │ ├── pom.xml │ └── src │ ├── main │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── rl │ │ ├── Agent.java │ │ ├── Environment.java │ │ ├── Experience.java │ │ ├── Policy.java │ │ ├── ReplayBuffer.java │ │ ├── agent │ │ ├── BanditAgent.java │ │ ├── DQNAgent.java │ │ ├── EpsilonGreedyBanditAgent.java │ │ ├── REINFORCEAgent.java │ │ ├── ThompsonSamplingBanditAgent.java │ │ └── UCBBanditAgent.java │ │ ├── environment │ │ ├── CartPoleEnvironment.java │ │ ├── GridWorldEnvironment.java │ │ └── MultiArmedBanditEnvironment.java │ │ └── policy │ │ └── EpsilonGreedyPolicy.java │ └── test │ └── java │ └── io │ └── leavesfly │ └── tinyai │ └── rl │ ├── ExperienceTest.java │ ├── RLIntegrationTest.java │ ├── ReplayBufferTest.java │ ├── agent │ ├── EpsilonGreedyBanditAgentTest.java │ └── UCBBanditAgentTest.java │ ├── environment │ └── MultiArmedBanditEnvironmentTest.java │ └── policy │ └── EpsilonGreedyPolicyTest.java ├── tinyai-embodied ├── README.md ├── tinyai-embodied-base │ ├── README.md │ ├── doc │ │ ├── README更新记录.md │ │ ├── add-embodied-intelligence-module.md │ │ ├── 单元测试完成总结.md │ │ ├── 单元测试报告.md │ │ ├── 实施总结.md │ │ └── 技术架构文档.md │ ├── pom.xml │ └── src │ │ ├── main │ │ └── java │ │ │ └── io │ │ │ └── leavesfly │ │ │ └── tinyai │ │ │ └── embodied │ │ │ ├── AgentDemo.java │ │ │ ├── EmbodiedAgent.java │ │ │ ├── SimpleDemo.java │ │ │ ├── decision │ │ │ ├── DecisionModule.java │ │ │ ├── PolicyNetwork.java │ │ │ └── SafetyConstraint.java │ │ │ ├── dynamics │ │ │ └── VehicleDynamics.java │ │ │ ├── env │ │ │ ├── DrivingEnvironment.java │ │ │ ├── EnvironmentConfig.java │ │ │ └── impl │ │ │ │ ├── ScenarioLoader.java │ │ │ │ └── SimpleDrivingEnv.java │ │ │ ├── execution │ │ │ └── ExecutionModule.java │ │ │ ├── learning │ │ │ ├── DQNLearner.java │ │ │ ├── EndToEndLearner.java │ │ │ └── LearningEngine.java │ │ │ ├── memory │ │ │ └── EpisodicMemory.java │ │ │ ├── model │ │ │ ├── BoundingBox.java │ │ │ ├── DrivingAction.java │ │ │ ├── Episode.java │ │ │ ├── ExecutionFeedback.java │ │ │ ├── LaneGeometry.java │ │ │ ├── LearningStrategy.java │ │ │ ├── ObstacleInfo.java │ │ │ ├── ObstacleType.java │ │ │ ├── PerceptionState.java │ │ │ ├── SafetyLevel.java │ │ │ ├── ScenarioType.java │ │ │ ├── SensorType.java │ │ │ ├── StepResult.java │ │ │ ├── Transition.java │ │ │ ├── Vector3D.java │ │ │ └── VehicleState.java │ │ │ ├── perception │ │ │ ├── FeatureExtractor.java │ │ │ └── PerceptionModule.java │ │ │ └── sensor │ │ │ ├── AbstractSensor.java │ │ │ ├── Sensor.java │ │ │ └── SensorSuite.java │ │ └── test │ │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── embodied │ │ ├── EmbodiedAgentTest.java │ │ ├── decision │ │ └── DecisionModuleTest.java │ │ ├── env │ │ └── EnvironmentConfigTest.java │ │ ├── execution │ │ └── ExecutionModuleTest.java │ │ ├── model │ │ ├── DrivingActionTest.java │ │ ├── EpisodeTest.java │ │ ├── PerceptionStateTest.java │ │ ├── Vector3DTest.java │ │ └── VehicleStateTest.java │ │ ├── perception │ │ └── PerceptionModuleTest.java │ │ └── sensor │ │ └── SensorSuiteTest.java ├── tinyai-embodied-robot │ ├── README.md │ ├── doc │ │ ├── create-tinyai-agent-embodied-robot-module.md │ │ ├── 实施总结.md │ │ ├── 技术架构文档.md │ │ └── 项目完成报告.md │ ├── pom.xml │ └── src │ │ ├── main │ │ └── java │ │ │ └── io │ │ │ └── leavesfly │ │ │ └── tinyai │ │ │ └── robot │ │ │ ├── SimpleDemo.java │ │ │ ├── decision │ │ │ └── DecisionModule.java │ │ │ ├── dynamics │ │ │ └── RobotDynamics.java │ │ │ ├── env │ │ │ ├── CleaningEnvironment.java │ │ │ ├── EnvironmentConfig.java │ │ │ └── SimpleCleaningEnv.java │ │ │ ├── execution │ │ │ └── ExecutionModule.java │ │ │ ├── learning │ │ │ ├── EpisodicMemory.java │ │ │ ├── LearningConfig.java │ │ │ └── LearningEngine.java │ │ │ ├── model │ │ │ ├── ActionType.java │ │ │ ├── BoundingBox.java │ │ │ ├── ChargingStationInfo.java │ │ │ ├── CleaningAction.java │ │ │ ├── CleaningState.java │ │ │ ├── Episode.java │ │ │ ├── ExecutionFeedback.java │ │ │ ├── FloorMap.java │ │ │ ├── FloorType.java │ │ │ ├── LearningStrategy.java │ │ │ ├── ObstacleInfo.java │ │ │ ├── ObstacleType.java │ │ │ ├── RobotState.java │ │ │ ├── ScenarioType.java │ │ │ ├── SensorType.java │ │ │ ├── StepResult.java │ │ │ ├── Transition.java │ │ │ └── Vector2D.java │ │ │ ├── perception │ │ │ └── PerceptionModule.java │ │ │ └── sensor │ │ │ ├── AbstractSensor.java │ │ │ ├── Sensor.java │ │ │ └── SensorSuite.java │ │ └── test │ │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── robot │ │ ├── env │ │ └── SimpleCleaningEnvTest.java │ │ └── model │ │ ├── RobotStateTest.java │ │ └── Vector2DTest.java ├── tinyai-embodied-vla │ ├── README.md │ ├── doc │ │ ├── README.md │ │ ├── module-creation-vla-architecture.md │ │ ├── 使用指南.md │ │ ├── 实施总结.md │ │ ├── 技术架构文档.md │ │ ├── 故障排查手册.md │ │ ├── 最佳实践指南.md │ │ └── 阶段二完成报告.md │ ├── pom.xml │ └── src │ │ ├── main │ │ └── java │ │ │ └── io │ │ │ └── leavesfly │ │ │ └── tinyai │ │ │ └── vla │ │ │ ├── VLAAgent.java │ │ │ ├── VLADemo.java │ │ │ ├── decoder │ │ │ ├── ActionDecoder.java │ │ │ └── LanguageFeedbackGenerator.java │ │ │ ├── encoder │ │ │ ├── LanguageEncoder.java │ │ │ ├── ProprioceptionEncoder.java │ │ │ └── VisionEncoder.java │ │ │ ├── env │ │ │ ├── RobotEnvironment.java │ │ │ ├── SimpleRobotEnv.java │ │ │ └── TaskScenario.java │ │ │ ├── examples │ │ │ ├── ModelFineTuningExample.java │ │ │ ├── PickAndPlaceTrainingExample.java │ │ │ └── StackBlocksTrainingExample.java │ │ │ ├── fusion │ │ │ ├── CrossModalAttention.java │ │ │ └── VLATransformerCore.java │ │ │ ├── learning │ │ │ ├── BehaviorCloningLearner.java │ │ │ └── VLALearningEngine.java │ │ │ ├── model │ │ │ ├── ActionType.java │ │ │ ├── LanguageInput.java │ │ │ ├── ProprioceptionInput.java │ │ │ ├── TaskConfig.java │ │ │ ├── VLAAction.java │ │ │ ├── VLAState.java │ │ │ └── VisionInput.java │ │ │ └── utils │ │ │ ├── ActionNormalizer.java │ │ │ ├── ImageProcessor.java │ │ │ └── Tokenizer.java │ │ └── test │ │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── vla │ │ ├── VLAAgentTest.java │ │ └── VLAModelTest.java └── tinyai-embodied-wm │ ├── README.md │ ├── doc │ ├── 实施总结.md │ └── 技术架构文档.md │ ├── pom.xml │ └── src │ └── main │ └── java │ └── io │ └── leavesfly │ └── tinyai │ └── wm │ ├── TrainingDemo.java │ ├── WorldModelAgent.java │ ├── WorldModelDemo.java │ ├── core │ ├── Controller.java │ ├── MDNRNN.java │ ├── VAEEncoder.java │ └── WorldModel.java │ ├── env │ ├── Environment.java │ └── SimpleDrivingEnvironment.java │ ├── model │ ├── Action.java │ ├── ActionType.java │ ├── Episode.java │ ├── HiddenState.java │ ├── LatentState.java │ ├── Observation.java │ ├── Transition.java │ └── WorldModelState.java │ └── training │ ├── TrainingConfig.java │ └── WorldModelTrainer.java └── tinyai-model ├── README.md ├── tinyai-model-deepseek ├── README.md ├── doc │ ├── R1_README.md │ └── V3_README.md ├── pom.xml └── src │ └── main │ └── java │ └── io │ └── leavesfly │ └── tinyai │ └── deepseek │ ├── r1 │ ├── DeepSeekR1Block.java │ ├── DeepSeekR1Demo.java │ ├── DeepSeekR1Model.java │ ├── RLTrainer.java │ ├── ReasoningBlock.java │ ├── ReflectionBlock.java │ └── TransformerBlock.java │ └── v3 │ ├── CodeGenerationBlock.java │ ├── DeepSeekV3Block.java │ ├── DeepSeekV3Demo.java │ ├── DeepSeekV3Model.java │ ├── ExpertRoutingInfo.java │ ├── MixtureOfExperts.java │ ├── TaskType.java │ ├── V3RLTrainer.java │ ├── V3ReasoningBlock.java │ ├── V3ReasoningStep.java │ └── V3TransformerBlock.java ├── tinyai-model-gpt ├── README.md ├── doc │ ├── README_古诗词训练.md │ ├── gpt1_README.md │ ├── gpt2_README.md │ └── gpt3_README.md ├── pom.xml └── src │ ├── main │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ ├── gpt1 │ │ ├── GPT1Block.java │ │ ├── GPT1Config.java │ │ ├── GPT1Model.java │ │ ├── GPT1OutputHead.java │ │ ├── GPT1TokenEmbedding.java │ │ ├── GPT1TransformerBlock.java │ │ ├── demo │ │ │ ├── GPT1Example.java │ │ │ ├── GPT1PoemTrainingDemo.java │ │ │ └── SimpleDataSetTest.java │ │ └── trainer │ │ │ ├── ChinesePoemDataSet.java │ │ │ ├── GPT1PoemTrainer.java │ │ │ └── ci.txt │ │ ├── gpt2 │ │ ├── GPT2Block.java │ │ ├── GPT2Config.java │ │ ├── GPT2Demo.java │ │ ├── GPT2Model.java │ │ ├── GPT2OutputHead.java │ │ ├── GPT2TokenEmbedding.java │ │ └── GPT2TransformerBlock.java │ │ ├── gpt3 │ │ ├── GPT3Config.java │ │ ├── GPT3Demo.java │ │ ├── GPT3MainBlock.java │ │ ├── GPT3Model.java │ │ ├── GPT3RotaryEmbedding.java │ │ ├── GPT3SparseAttention.java │ │ └── GPT3TransformerBlock.java │ │ └── nlp │ │ ├── ChineseTokenizer.java │ │ ├── SimpleTokenizer.java │ │ ├── Word2Vec.java │ │ └── Word2VecExample.java │ └── test │ └── java │ └── io │ └── leavesfly │ └── tinyai │ ├── GPT3Test.java │ ├── gpt1 │ └── GPT1Test.java │ └── gpt2 │ └── GPT2ModelTest.java ├── tinyai-model-lora ├── README.md ├── doc │ └── LoRA实现说明.md ├── pom.xml └── src │ ├── main │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── lora │ │ ├── LoraAdapter.java │ │ ├── LoraConfig.java │ │ ├── LoraDemo.java │ │ ├── LoraLinearLayer.java │ │ └── LoraModel.java │ └── test │ └── java │ └── io │ └── leavesfly │ └── tinyai │ └── lora │ ├── LoraAdapterTest.java │ └── LoraConfigTest.java ├── tinyai-model-moe ├── README.md ├── doc │ └── MoE实现说明.md ├── pom.xml └── src │ ├── main │ └── java │ │ └── io │ │ └── leavesfly │ │ └── tinyai │ │ └── nlp │ │ ├── MoEGPTModel.java │ │ ├── MoEGPTModelDemo.java │ │ ├── MoEGPTTrainExample.java │ │ └── moe │ │ ├── Expert.java │ │ ├── GateNetwork.java │ │ ├── MoELayer.java │ │ └── MoETransformerBlock.java │ └── test │ └── java │ └── io │ └── leavesfly │ └── tinyai │ └── nlp │ └── MoEGPTModelSimpleTest.java └── tinyai-model-qwen ├── README.md ├── doc ├── User_Guide.md └── 技术架构文档.md ├── pom.xml └── src ├── main └── java │ └── io │ └── leavesfly │ └── tinyai │ └── qwen3 │ ├── Qwen3Block.java │ ├── Qwen3Config.java │ ├── Qwen3Demo.java │ ├── Qwen3Model.java │ ├── Qwen3QuickDemo.java │ ├── block │ ├── Qwen3AttentionBlock.java │ ├── Qwen3DecoderBlock.java │ └── Qwen3MLPBlock.java │ └── layer │ ├── RMSNormLayer.java │ ├── RotaryPositionalEmbeddingLayer.java │ └── SwiGLULayer.java └── test └── java └── io └── leavesfly └── tinyai └── qwen3 └── Qwen3ModelTest.java /.gitignore: -------------------------------------------------------------------------------- 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