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vLLM Blog

@vllm_blog@robot.villas

Technical articles, release announcements, model guides, and community updates from the vLLM project.

Source: https://vllm.ai/blog/rss.xml

Homepage: https://vllm.ai/blog

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  • vLLM Support for NVIDIA Vera Rubin NVL72: 7.8x Throughput over GB200 NVL72 #AI #Hardware #Performance

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    Oct 9, 2026
  • DeepSeek-V4.1-Flash on vLLM: 5x Agentic Throughput Since Day 0 #AI #LLM #Performance

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    Oct 7, 2026
  • Taking vLLM Apart: A Practical Guide to Disaggregated Serving #AI #LLM #Tech

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    Sep 29, 2026
  • Watermarking in vLLM #AI #LLM #Watermarking

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    Sep 24, 2026
  • Announcing vllm-metal: Concurrent Serving on Apple Silicon #AI #Apple #OpenSource

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    Sep 22, 2026
  • PD Serving of Qwen3.8-2.4T #AI #LLM #Performance

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    Sep 21, 2026
  • Scaling Multi-GPU Video Captioning with PyNvVideoCodec and vLLM #AI #Video #Performance

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    Sep 18, 2026
  • vLLM x Novita AI: Chord, Faster INT4 MoE for Kimi K2.x. Up to 1.3x on H200, 2.15x on Untuned B300 #AI #LLM #Performance

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    Sep 15, 2026
  • How we trained the fastest DSpark for Kimi-K3 using GB300 NVL72 #AI #LLM #Performance

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    Sep 15, 2026
  • vime × RL-Kernel × AMD: Bitwise Train-Rollout Consistency on ROCm #AI #MachineLearning #OpenSource

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    Sep 14, 2026
  • Kimi K3 Performance Optimizations in vLLM: The Road to 2.8× Throughput #AI #Performance #LLM

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    Sep 13, 2026
  • Tiered KV Cache Offloading in vLLM #AI #MachineLearning #OpenSource

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    Sep 10, 2026
  • Following the Bottleneck: Optimizing MiniMax M3 on AMD Instinct MI355X #AI #LLM #Hardware

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    Sep 10, 2026
  • vLLM x AgentX: Optimizing for Real-World Agentic Serving #AI #LLM #OpenSource

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    Sep 8, 2026
  • GLM 5.3 Optimizations, Part 1: Hybrid HiSparse Offloading in vLLM #AI #LLM #Performance

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    Sep 8, 2026
  • Serving LLMs on Tenstorrent Hardware: Inside the vLLM TT Plugin #AI #Hardware #OpenSource

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    Sep 7, 2026
  • MiniMax H3 on vLLM-Omni: From System-Wide Optimization to Real-Time Serving with FastVideo's FastH3 #AI #LLM #Performance

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    Sep 1, 2026
  • Exploring Speculative Decoding in vLLM on AMD GPUs #AI #OpenSource #Hardware

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    Aug 23, 2026
  • Large-Scale Sharded Weight Transfer with Ray Direct Transport (RDT) in vLLM #AI #MachineLearning #OpenSource

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    Aug 22, 2026
  • IsoExec: Unified Execution to Eliminate Trainer-Inference Mismatch in SkyRL #AI #MachineLearning #RL

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    Aug 21, 2026
  • VeRL-Omni v0.2.0: Faster Diffusion RL and Stable Omni Training #AI #MachineLearning #OpenSource

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    Aug 20, 2026
  • Distributed Layerwise Offload: Scaling Toward 200B+ DiT Models Efficiently in vLLM-Omni #AI #LLM #DistributedComputing

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    Aug 17, 2026
  • Adaptive Verification in vLLM: DSpark confidence-scheduled verification #AI #MachineLearning #LLM

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    Aug 14, 2026
  • Day 0 Support for Qwen3.8-2.4T-A95B on vLLM #AI #LLM #OpenSource

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    Aug 12, 2026
  • Announcing Day-0 Support for NVIDIA Nemotron 3.5 Lightning on vLLM #AI #LLM #OpenSource

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    Aug 10, 2026
  • Efficient Decode Context Parallelism with vLLM for Long Context Workloads #AI #LLM #Performance

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    Aug 7, 2026
  • vLLM Reaches 25K Total TPS/GPU on Qwen3.5 #AI #LLM #Performance

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    Aug 6, 2026
  • Optimizing vLLM on Arm CPUs #AI #ARM #Performance

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    Jul 29, 2026
  • Parallel All the Way Down: Beyond Single-Token Generation with Speculative Decoding #AI #MachineLearning #LLM

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    Jul 28, 2026
  • Kimi K3 Is Here: Efficient Day-0 Support on vLLM #AI #LLM #Tech

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    Jul 27, 2026
  • Announcing vLLM AFD Plugin: Disaggregating Attention and FFN for Flexible MoE Serving #AI #LLM #DeepLearning

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    Jul 23, 2026
  • From Day 0 to Production SLAs: Serving GLM-5.2 on 24 NVIDIA B300 GPUs with vLLM #AI #LLM #Performance

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    Jul 23, 2026
  • A Preview of Production-Scale Kimi K3 Support on vLLM #AI #LLM #OpenSource

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    Jul 22, 2026
  • Beyond a Single Model: Building Mixture-of-Models Systems with vLLM Semantic Router #AI #LLM #OpenSource

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    Jul 21, 2026
  • Keeping vLLM Production Quality: A Look Inside CI, Benchmarking, and the Release Process #AI #OpenSource #DevOps

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    Jul 16, 2026
  • TML Inkling on vLLM: Day-0 Support with Optimized Performance #AI #MachineLearning #LLM

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    Jul 15, 2026
  • vLLM x TileRT: Specialized Decode for Latency-Critical Serving #AI #LLM #Performance

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    Jul 14, 2026
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