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Introducing vLLM Hardware Plugin, Best Practice from Ascend NPU
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Accelerating RLHF with vLLM, Best Practice from OpenRLHF
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Transformers backend integration in vLLM
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Llama 4 in vLLM
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PTPC-FP8: Boosting vLLM Performance on AMD ROCm
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Introducing AIBrix: A Scalable, Cost-Effective Control Plane for vLLM
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Distributed Inference with vLLM
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vLLM V1: A Major Upgrade to vLLM's Core Architecture
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Introducing vLLM Inference Provider in Llama Stack
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High Performance and Easy Deployment of vLLM in K8S with “vLLM production-stack”
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Structured Decoding in vLLM: a gentle introduction
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vLLM 2024 Retrospective and 2025 Vision
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Installing and Developing vLLM with Ease
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Serving LLMs on AMD MI300X: Best Practices
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How Speculative Decoding Boosts vLLM Performance by up to 2.8x
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vLLM v0.6.0: 2.7x Throughput Improvement and 5x Latency Reduction
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vLLM’s Open Governance and Performance Roadmap
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Announcing Llama 3.1 Support in vLLM
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Notes on vLLM v.s. DeepSpeed-FastGen
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vLLM: Easy, Fast, and Cheap LLM Serving with PagedAttention