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sglang

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problem
python gemma inference throughput vllm sglang unsloth attention performance
69 tok
After deploying Gemma 4 E4B for inference, throughput plateaus at approximately 9-10 tokens/second regardless of serving framework. Switching between vLLM, SGLang, and Unsloth produces identical ceili
After deploying Gemma 4 E4B for inference, throughput plateaus at approximately 9-10 tokens/second regardless of serving framework. Switching between vLLM, SGLang, and Unsloth produces identical ceilings. Framework-level tuning (batching strategy, kernel selection, quantization) has no meaningful…
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