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DeepSeek 11 Large Language Models 7 Long Context 7 FlashAttention 5 Mixture-of-Experts 5 Transformer 5 Inference Acceleration 3 LLM 3 Multimodal Learning 3 2505.09343v1 2 Attention Optimization 2 Chain-of-Thought 2 Code LLM 2 Distributed Training 2 Dual-Encoder 2 Efficient Inference 2 Efficient Training 2 GPU Acceleration 2 Hugo 2 Image Generation 2 Instruction Tuning 2 Jekyll 2 Kbeauty 2 LLM Inference 2 Mamba 2 Massive Activations 2 Math Reasoning 2 Memory Efficiency 2 MoE 2 Open Source Models 2 Open-Source-LLM 2 Prefix Caching 2 Speculative Decoding 2 SSM 2 Tensor Parallelism 2 Transformer Optimization 2 Vision-Language Model 2 Vision-Language Models 2 VLLM 2 블로그 2 2310.16818v2 1 2401.02954v1 1 2401.06066v1 1 2401.14196v2 1 2402.17762v2 1 2405.21060v1 1 2406.11931v1 1 2407.01906v2 1 2408.08152v1 1 2408.14158v2 1 2408.15664v1 1 2410.13848v1 1 2411.02820v4 1 2411.07975v2 1 2411.19379v3 1 2412.10302v1 1 2412.19437v2 1 2501.12948v1 1 2501.17811v1 1 2502.02732v3 1 2502.07316v4 1 2502.11089v2 1 2504.02495v2 1 2504.21801v1 1 2505.00949v4 1 2505.11594v1 1 2505.21487v1 1 2505.23416v1 1 2506.01206v1 1 2506.01215v1 1 2506.04708v1 1 2506.05345v1 1 2508.08448v1 1 2510.06477v1 1 Activation Dynamics 1 Adapter Networks 1 Agentic-Llm 1 AI 1 AI Research 1 AI Research Review 1 Ai-Systems 1 AI4Math 1 All-Reduce, HFReduce 1 Anisotropy 1 Arithmetic Intensity 1 Attention Mechanism 1 Attention Sink 1 Automated-Reasoning 1 AutomatedTheoremProving 1 Batch Inference 1 Benchmark Evaluation 1 BenchmarkEvaluation 1 BiasMechanism 1 BlackwellGPU 1 BSD 1 BYD 1 Cache-Compression 1 CATL 1 Causal LM 1 CausalLM 1 ChainOfThought 1 Chart and Table QA 1 Code Completion 1 Code Reasoning 1 Communication Optimization 1 Compression Valley 1 Constrained Decoding 1 Conversational AI With Images 1 ConvNeXt 1 Cosmetics 1 Cost Efficiency 1 Cross-File Code Generation 1 CUDA 1 CUDA Virtual Memory 1 Data-Centric AI 1 Deep Learning 1 DeepSeek-LLM 1 DeepSeek-MoE 1 DeepSeekProver 1 DeepSeekV2 1 Distributed Inference 1 Document Understanding 1 DPG-Bench 1 DreamCraft3D 1 Droidspeak 1 Dynamic Tiling 1 Edge AI 1 Efficient LLM 1 Efficient Transformer Inference 1 EfficientAttention 1 Empirical Evaluation 1 ESFT 1 ESG 1 Execution Feedback 1 ExpertSelection 1 Explicit Attention Bias 1 FID 1 Fill-in-the-Middle 1 FIM (Fill in Middle) 1 FlashMLA 1 FLOP-Aware Scheduling 1 Formal-Mathematics 1 Formal-Theorem-Proving 1 FormalProof 1 FP16 Training 1 FP4 1 FP8 1 FP8 Training 1 Gemini 2.5 1 Generative Reward Model 1 GenEval 1 GPT-4 Alternative 1 GPU Efficiency 1 GPU Memory Bottleneck 1 GPU Scheduling 1 GPU-OS 1 Gradient Explosion 1 Grouped Query Attention (GQA) 1 Grouped-Latent Attention (GLA) 1 Grouped-Tied Attention (GTA) 1 GRPO 1 Guaranteed & Preemptible 1 Gumbel-Top-K 1 Helix Parallelism 1 High-Resolution Image Processing 1 HumanEval 1 Hybrid LLM 1 Hybrid-SDS 1 Hydragen 1 I/O Prediction 1 Image Understanding 1 Inference Optimization 1 Inference Speedup 1 InferenceAcceleration 1 Infographic QA 1 Information Bottleneck 1 INT8Training 1 Interpretability 1 IntrinsicReward 1 Janus 1 Janus-Pro 1 Kernel-Level Sharing 1 KimiK2 1 Knowledge Distillation 1 Kubernetes DRA 1 KV Parallelism 1 KV 캐시 1 Kv-Cache 1 KV-Cache Compression 1 KV-Cache Optimization 1 Kvzip 1 Language Modeling 1 Language Models 1 LanguageModel 1 Latency-Reduction 1 LayerNorm 1 Layerwise Analysis 1 Lean4 1 LFP 1 LLaMA3 1 LLM Evaluation 1 LLM Inference Optimization 1 LLM Internals 1 LLM Serving 1 LLM, 1 LLMforProof 1 Load Balancing 1 Logit N-Gram 1 Logitech 1 LogitLens 1 Long Context Inference 1 Long-Context Decoding 1 LongContext 1 Loss-Free Learning 1 LowPrecision 1 Mamba-2 1 Marconi 1 Math-Llm 1 MathReasoning 1 Matrix-Matrix GEMM 1 MaxVio 1 MCTS 1 Memory Multiplexing 1 Memory-Optimization 1 Migration 1 Mixture of Experts (MoE) 1 Mix–Compress–Refine 1 MLP Ablation 1 MMBench 1 Model Efficiency 1 Model Scaling 1 MoE-Models 1 Multi-Head Latent Attention (MLA) 1 Multi-Tenancy 1 Multilingual VQA 1 MultilingualModel 1 Multimodal AI 1 Multitasking 1 MuonClip 1 NCCL Virtualization 1 NeuralMechanisms 1 Nlp 1 OCR 1 ODM 1 Open Source 1 OpenSourceModel 1 Paper Review 1 Parallelism 1 Parallelism for LLMs 1 Parameter Efficiency 1 ParameterEfficientTuning 1 PCIe GPU Cluster 1 Performance Optimization 1 Power Efficiency 1 Preference Modeling 1 Prefix-Kv / E-Cache 1 Prompt Optimization 1 Proof-Verification 1 ProofSearch 1 Pythia 1 PyTorch 1 Quantization 1 Qwen2 1 Qwen3 1 RadixAttention 1 Rectified Flow 1 Reinforcement Learning 1 Reinforcement Learning From Human Feedback (RLHF) 1 ReinforcementLearning 1 Representation Alignment 1 Representation Geometry 1 RepresentationLearning 1 Residual Stream 1 Resource Isolation 1 Retrieval 1 Reward Modeling 1 RLHF 1 RMaxTS 1 Routing 1 SageAttention 1 Scaling Laws 1 Self-Critique-RL 1 Self-Evolution 1 SelfAttention 1 Sequence Modeling 1 Serving Efficiency 1 Serving LLMs at Scale 1 SGLang 1 Shared Prefix Decoding 1 SigLIP 1 Softmax Decomposition 1 Software Engineering AI 1 SOTA Benchmarking 1 Sparse Attention 1 SparseLLM 1 Speculative Execution 1 SSD 1 STAND 1 State Space Models 1 State-Space Model 1 Structured State Space Duality 1 SWE-Bench 1 Synthetic Data 1 System Architecture 1 System Design 1 System-Aware ML 1 Systems 1 Tau2-Bench 1 TensorCore Optimization 1 Test-Time Scaling 1 Text-to-Image 1 ThinkingBudget 1 Tool-Use 1 Trainable Sparsity 1 Training Stability 1 TrainingEfficiency 1 Transformer Architecture 1 TransformerOptimization 1 Triton 1 Triton Kernel 1 TruncateAndResume 1 TunedLens 1 Unified Model 1 Unified Transformer 1 Utility Scheduling 1 Visual Grounding 1 Visual Reasoning 1 Visual Tokenization 1 VLM 1 WholeProof 1 YaRN 1 교차-LLM-KV-재사용 (Cross-Llm-Kv-Reuse) 1 글로벌시장 1 데이터센터 1 로드자전거 1 멀티모달 1 배터리 1 산업 분석 1 산업전망 1 스칼라티 1 시마노105 1 실리콘투 1 에이피알 1 연속층-부분-재계산 (Contiguous-Layer-Recompute) 1 인디 브랜드 1 일상 1 자가정비 1 중국 1 첼로 1 코스맥스 1 투자 1 프로그래밍 언어와 런타임 1 홈미캐닉 1 화장품 산업 1

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