We optimized self-hosted Gemma 4 31B for Apex, our specialized React Native coding model. The setup: vLLM, two-GPU tensor parallelism, KV cache tuning, context limits, and MTP speculative decoding. The result: up to 2.48x higher output-token throughput. Read more 👇 Link below

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