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  "text": "We’ve published an official vLLM Recipe for serving XiaomiMiMo/MiMo-V2-Flash—including tool calling, DP/TP/EP configs, and the key knobs to tune context length, latency, and KV cache. Commands are in the images; highlights below.\n\n💡 Tips:\n  - Set --max-model-len to manage memory (common: 65536, max: 128k)\n  - Balance throughput vs latency with --max-num-batched-tokens (prompt-heavy: 32768; lower to 16k/8k for lower latency/activation mem)\n  - Increase KV cache with --gpu-memory-utilization 0.95 (default is conservative)\n  - Tool calling needs the right parsers (see screenshot flags)\n  - “Thinking mode” in API: set \"enable_thinking\": true; disable by setting it to false or removing chat_template_kwargs\n\n📑 Recipe + full details: https://t.co/MpUFWCPGjm\nThanks to @XiaomiMiMo and the community for the contributions!",
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