Exploring Speculative Decoding Techniques in vLLM on AMD GPUs

The article explores speculative decoding techniques in vLLM on AMD GPUs, comparing methods like native MTP, Gemma 4 MTP, and EAGLE-3 to optimize throughput. It highlights varying performance impacts based on model architecture, draft checkpoint quality, and acceptance rates.

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