Summary: Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve
论文速览：‘Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve’
Summary: SARATHI: Efficient LLM Inference by Piggybacking Decodes with Chunked Prefills
论文速览：‘SARATHI: Efficient LLM Inference by Piggybacking Decodes with Chunked Prefills’
Summary: SGLang: Efficient Execution of Structured Language Model Programs
论文速览：‘SGLang: Efficient Execution of Structured Language Model Programs’
Bi-weekly Journal: Contributions to vLLM
My bi-weekly journal for contributions to vllm.
Summary: MARLIN: Mixed-Precision Auto-Regressive Parallel Inference on Large Language Models
论文速览 ‘MARLIN: Mixed-Precision Auto-Regressive Parallel Inference on Large Language Models’
Summary: EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test
论文速览 ‘EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test’
Summary: DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
论文速览 ‘DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model’
Summary: DeepSeek-V3 Technical Report
论文速览 ‘DeepSeek-V3 Technical Report’
Summary: FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision
论文速览 ‘FlashAttention-3: Fast and Accurate Attention with Asynchrony and Low-precision’
Summary: FLASHINFER: EFFICIENT AND CUSTOMIZABLE ATTENTION ENGINE FOR LLM INFERENCE SERVING
论文速览 ‘FLASHINFER: EFFICIENT AND CUSTOMIZABLE ATTENTION ENGINE FOR LLM INFERENCE SERVING’