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Jangwook KimApr 28, 2026 • 10 min read
vLLM 0.8: Native Llama 4 MoE Routing Explained
How vLLM 0.8 achieves 40% throughput gains on MoE models via Expert Parallelism Load Balancing. Cove...
#vllm#moe#llama4#expertparallelism
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TildAliceApr 27, 2026 • 1 min read
Speculative Decoding vs MoE: 3.2x Cost Gap on Llama 3
Most LLM inference guides push speculative decoding as the silver bullet for speed. But when...
#llm#llama3#speculativedecoding#moe
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