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TitleStatusHype
FlashInfer: Efficient and Customizable Attention Engine for LLM Inference ServingCode9
Steering Language Models with Game-Theoretic SolversCode9
PowerInfer-2: Fast Large Language Model Inference on a SmartphoneCode9
The Road Less ScheduledCode7
FastSwitch: Optimizing Context Switching Efficiency in Fairness-aware Large Language Model ServingCode7
Colossal-Auto: Unified Automation of Parallelization and Activation Checkpoint for Large-scale ModelsCode7
MARLIN: Mixed-Precision Auto-Regressive Parallel Inference on Large Language ModelsCode5
AssetOpsBench: Benchmarking AI Agents for Task Automation in Industrial Asset Operations and MaintenanceCode5
FlowTok: Flowing Seamlessly Across Text and Image TokensCode5
ServerlessLLM: Low-Latency Serverless Inference for Large Language ModelsCode4
FedML Parrot: A Scalable Federated Learning System via Heterogeneity-aware Scheduling on Sequential and Hierarchical TrainingCode4
One Step Diffusion via Shortcut ModelsCode4
Optimizing LLM Inference: Fluid-Guided Online Scheduling with Memory ConstraintsCode4
Vidur: A Large-Scale Simulation Framework For LLM InferenceCode4
Orion-14B: Open-source Multilingual Large Language ModelsCode4
PixelsDB: Serverless and NL-Aided Data Analytics with Flexible Service Levels and PricesCode4
Fairness in Serving Large Language ModelsCode3
Efficiently Serving LLM Reasoning Programs with CertaindexCode3
Planning in Strawberry Fields: Evaluating and Improving the Planning and Scheduling Capabilities of LRM o1Code3
MNN: A Universal and Efficient Inference EngineCode3
Taskflow: A Lightweight Parallel and Heterogeneous Task Graph Computing SystemCode3
LayerKV: Optimizing Large Language Model Serving with Layer-wise KV Cache ManagementCode3
FlashGS: Efficient 3D Gaussian Splatting for Large-scale and High-resolution RenderingCode3
A Survey on Large Language Model Acceleration based on KV Cache ManagementCode3
A Survey on Inference Optimization Techniques for Mixture of Experts ModelsCode3
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