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Exploring Speculative Decoding in vLLM on AMD GPUs IsoExec: Unified Execution to Eliminate Trainer-Inference Mismatch in SkyRL Distributed Layerwise Offload: Scaling Toward 200B+ DiT Models Efficiently in vLLM-Omni Adaptive Verification in vLLM: DSpark confidence-scheduled verification Day 0 Support for Qwen3.8-2.4T-A95B on vLLM Announcing Day-0 Support for NVIDIA Nemotron 3.5 Lightning on vLLM Efficient Decode Context Parallelism with vLLM for Long Context Workloads vLLM Reaches 25K Total TPS/GPU on Qwen3.5 Optimizing vLLM on Arm CPUs Parallel All the Way Down: Beyond Single-Token Generation with Speculative Decoding

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