LMSYS Blog · 实时热榜
- 01HPC-Ops × SGLang: High-Performance Attention, Router GEMM, and MoE Kernels from Tencent Hunyuan - LMSYS Org
HPC-Ops × SGLang: High-Performance Attention, Router GEMM, and MoE Kernels from Tencent Hunyuan LMSYS Org
最高第 1 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 02SGLang Adds Day-0 Support for Muse Glimmer, a Multimodal Model Built for Local Agentic Workflows - LMSYS Org
SGLang Adds Day-0 Support for Muse Glimmer, a Multimodal Model Built for Local Agentic Workflows LMSYS Org
最高第 1 名22:31 达到22:31 首次观测上榜当日结束时仍在榜累计约1小时20分 - 03Full-Stack Performance Optimization of AR+DiT in SGL-Diffusion - LMSYS Org
Full-Stack Performance Optimization of AR+DiT in SGL-Diffusion LMSYS Org
最高第 2 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 04SpecForge v0.3.0: a Unified Disaggregated and Colocated Speculative Decoding Stack, and New Open SpecBundle Draft Models - LMSYS Org
SpecForge v0.3.0: a Unified Disaggregated and Colocated Speculative Decoding Stack, and New Open SpecBundle Draft Models LMSYS Org
最高第 3 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 05RadixArk Joins Forces with Google to Bring Full SGLang Features to TPUs - LMSYS Org
RadixArk Joins Forces with Google to Bring Full SGLang Features to TPUs LMSYS Org
最高第 4 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 06Towards Blackwell-Native 8-bit and 4-bit RL: End-to-End MXFP8 and NVFP4 RL in Miles - LMSYS Org
Towards Blackwell-Native 8-bit and 4-bit RL: End-to-End MXFP8 and NVFP4 RL in Miles LMSYS Org
最高第 5 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 07Toward a Cleaner Quantization Stack in SGLang - LMSYS Org
Toward a Cleaner Quantization Stack in SGLang LMSYS Org
最高第 6 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 08SGLang and Miles Add Day-0 Support for Kimi K3 - LMSYS Org
SGLang and Miles Add Day-0 Support for Kimi K3 LMSYS Org
最高第 7 名00:00 达到当日首次采集时已在榜14:31 观测离榜上榜 2 次（重入 1 次）累计约14小时15分 - 09OPD Support in Miles - LMSYS Org
OPD Support in Miles LMSYS Org
最高第 7 名13:59 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 10SGLang and Miles Add Day-0 Support for Inkling, a Frontier Multimodal Model - LMSYS Org
SGLang and Miles Add Day-0 Support for Inkling, a Frontier Multimodal Model LMSYS Org
最高第 8 名13:59 达到00:07 首次观测上榜当日结束时仍在榜上榜 6 次（重入 5 次）累计约21小时52分 - 11Serving GLM5.2 NVFP4 Agentic Workload with SGLang: Reaching 500 TPS in 2 Weeks - LMSYS Org
Serving GLM5.2 NVFP4 Agentic Workload with SGLang: Reaching 500 TPS in 2 Weeks LMSYS Org
最高第 9 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 12Bringing DeepSeek-V4 Flash RL Training to AMD Instinct MI355X GPUs with Miles - LMSYS Org
Bringing DeepSeek-V4 Flash RL Training to AMD Instinct MI355X GPUs with Miles LMSYS Org
最高第 10 名00:00 达到当日首次采集时已在榜22:31 观测离榜上榜 3 次（重入 2 次）累计约18小时47分 - 13Accelerating SGLang HiCache with Netpreme X-Mem™ MPU - LMSYS Org
Accelerating SGLang HiCache with Netpreme X-Mem™ MPU LMSYS Org
最高第 11 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 14DSpark in SGLang: Speculative Decoding with Confidence-Driven, Variable-Length Verification - LMSYS Org
DSpark in SGLang: Speculative Decoding with Confidence-Driven, Variable-Length Verification LMSYS Org
最高第 12 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 15Agent-Assisted SGLang Development: An Initial Exploration - LMSYS Org
Agent-Assisted SGLang Development: An Initial Exploration LMSYS Org
最高第 13 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 16Improving DeepEP MoE Load Balance in SGLang with Waterfill and LPLB - LMSYS Org
Improving DeepEP MoE Load Balance in SGLang with Waterfill and LPLB LMSYS Org
最高第 14 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 17MOSS-TTS Local Transformer v1.5 on SGLang-Omni: Serving Native-Streaming 48 kHz Speech - LMSYS Org
MOSS-TTS Local Transformer v1.5 on SGLang-Omni: Serving Native-Streaming 48 kHz Speech LMSYS Org
最高第 15 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 18The next generation of speculative decoding: DFlash and Spec V2 - LMSYS Org
The next generation of speculative decoding: DFlash and Spec V2 LMSYS Org
最高第 16 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 19Announcing the Recipient of the 2026 LMSYS PhD Fellowship - LMSYS Org
Announcing the Recipient of the 2026 LMSYS PhD Fellowship LMSYS Org
最高第 17 名00:39 达到00:39 首次观测上榜当日结束时仍在榜上榜 5 次（重入 4 次）累计约18小时24分 - 20No Token Left Behind: Demystifying Token-In-Token-Out in Miles - LMSYS Org
No Token Left Behind: Demystifying Token-In-Token-Out in Miles LMSYS Org
最高第 17 名00:00 达到当日首次采集时已在榜当日结束时仍在榜上榜 2 次（重入 1 次）累计约19小时51分 - 21Higgs Audio v3 TTS on SGLang-Omni: Real-Time, Controllable Speech for Voice Agents - LMSYS Org
Higgs Audio v3 TTS on SGLang-Omni: Real-Time, Controllable Speech for Voice Agents LMSYS Org
最高第 18 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 22SGLang and Miles Add Day-0 Support for NVIDIA Nemotron 3 Ultra for Long-Running Autonomous Agents - LMSYS Org
SGLang and Miles Add Day-0 Support for NVIDIA Nemotron 3 Ultra for Long-Running Autonomous Agents LMSYS Org
最高第 19 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 23Heterogeneous CPU + GPU EPD Disaggregation to Boost VLM Serving - LMSYS Org
Heterogeneous CPU + GPU EPD Disaggregation to Boost VLM Serving LMSYS Org
最高第 20 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 24Win on TCO: How AMD Instinct™ MI355X Achieves Cost-Competitive Distributed Inference Through SGLang with MoRI - LMSYS Org
Win on TCO: How AMD Instinct™ MI355X Achieves Cost-Competitive Distributed Inference Through SGLang with MoRI LMSYS Org
最高第 21 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 25Updating 1T parameters in seconds — P2P weight transfer in Large Scale Distributed RL - LMSYS Org
Updating 1T parameters in seconds — P2P weight transfer in Large Scale Distributed RL LMSYS Org
最高第 22 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 26DeepSeek-V4 on Day 0: From Fast Inference to Verified RL with SGLang and Miles - LMSYS Org
DeepSeek-V4 on Day 0: From Fast Inference to Verified RL with SGLang and Miles LMSYS Org
最高第 23 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 27HiSparse: Turbocharging Sparse Attention with Hierarchical Memory - LMSYS Org
HiSparse: Turbocharging Sparse Attention with Hierarchical Memory LMSYS Org
最高第 24 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 28Highlights of SGLang at NVIDIA GTC 2026 - LMSYS Org
Highlights of SGLang at NVIDIA GTC 2026 LMSYS Org
最高第 25 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 29ROCm Support for Miles: Large-Scale RL Post-Training on AMD Instinct™ GPUs - LMSYS Org
ROCm Support for Miles: Large-Scale RL Post-Training on AMD Instinct™ GPUs LMSYS Org
最高第 26 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 30Unlocking 25x Inference Performance with SGLang on NVIDIA GB300 NVL72 - LMSYS Org
Unlocking 25x Inference Performance with SGLang on NVIDIA GB300 NVL72 LMSYS Org
最高第 27 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 31Deploying DeepSeek on GB300 NVL72: Big Wins in Long-Context Inference - LMSYS Org
Deploying DeepSeek on GB300 NVL72: Big Wins in Long-Context Inference LMSYS Org
最高第 28 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 32SGLang-Diffusion: Advanced Optimizations for Production-Ready Video Generation - LMSYS Org
SGLang-Diffusion: Advanced Optimizations for Production-Ready Video Generation LMSYS Org
最高第 29 名00:00 达到当日首次采集时已在榜当日结束时仍在榜累计约23小时51分 - 33Unleashing Computational Power: Ultimate Latency Optimization of Qwen3 and Qwen3-VL on AMD MI300X Series - LMSYS Org
Unleashing Computational Power: Ultimate Latency Optimization of Qwen3 and Qwen3-VL on AMD MI300X Series LMSYS Org
最高第 30 名00:00 达到当日首次采集时已在榜04:23 观测离榜上榜 4 次（重入 3 次）累计约55分钟