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+engine = "vllm"
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+name = "Gemma 4 12B IT (MTP)"
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+docker_image = "vllm/vllm-openai:gemma4-unified"
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+model = "google/gemma-4-12B-it"
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+# docker_image = "ghcr.io/timothystewart6/vllm-gb10:v0.23.0-gb10.1"
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+# model = "RedHatAI/gemma-4-12B-it-NVFP4"
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+tensor_parallel_size = 1
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+pipeline_parallel_size = 1
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+
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+# Single-node recipe: Gemma 4 12B with BF16, FP8 KV cache,
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+# MTP speculative decoding (5 tokens), 196K context.
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+
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+entrypoint = ["vllm", "serve"]
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+
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+args = [
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+ "--dtype", "bfloat16",
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+ "--kv-cache-dtype", "fp8",
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+ "--gpu-memory-utilization", "0.75",
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+ "--max-model-len", "196608",
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+ "--max-num-seqs", "2",
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+ "--max-num-batched-tokens", "8192",
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+ "--enable-prefix-caching",
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+ "--enable-chunked-prefill",
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+ "--enable-auto-tool-choice",
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+ "--tool-call-parser", "gemma4",
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+ "--reasoning-parser", "gemma4",
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+ "--generation-config", "vllm",
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+ "--safetensors-load-strategy", "prefetch",
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+ "--speculative-config", """
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+'{"method":"mtp","model":"google/gemma-4-12B-it-assistant","num_speculative_tokens":5}'""",
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+ "--limit-mm-per-prompt", """
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+'{"image":4,"audio":1,"video":1}'""",
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+ "--trust-remote-code",
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+ "--served-model-name", "gemma4-12b",
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+]
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+
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+[env]
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+TRITON_CACHE_DIR = "/root/.cache/triton"
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