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@@ -0,0 +1,36 @@
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+engine = "vllm"
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+name = "GLM-5.2 NVFP4 (vLLM)"
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+docker_image = "vllm/vllm-openai:glm52"
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+model = "Mapika/GLM-5.2-NVFP4"
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+parent_model = "zai-org/GLM-5.2"
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+required_nodes = 4
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+tensor_parallel_size = 4
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+pipeline_parallel_size = 1
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+distributed_backend = "mp"
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+
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+# 410B NVFP4 model on 4× DGX Spark (GB10 Blackwell), 128 GB shared each.
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+# TP=4 → ~103 GB/GPU for weights, ~25 GB for KV cache at 0.90 util.
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+#entrypoint = ["vllm", "serve"]
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+
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+args = [
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+# "--kv-cache-dtype", "fp8",
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+ "--gpu-memory-utilization", "0.85",
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+ "--load-format", "safetensors",
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+ "--enable-prefix-caching",
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+# "--speculative-config", """
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+#'{"method":"mtp","num_speculative_tokens":5}'""",
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+ "--tool-call-parser", "glm47",
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+ "--reasoning-parser", "glm45",
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+ "--enable-auto-tool-choice",
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+# "--enable-expert-parallel",
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+ "--trust-remote-code",
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+ "--served-model-name", "glm52",
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+]
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+
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+[env]
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+# Fast safetensors loading (GPU‑side decompress)
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+SAFETENSORS_FAST_GPU = "1"
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+# Allow long context lengths
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+VLLM_ALLOW_LONG_MAX_MODEL_LEN = "1"
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+# Blackwell MoE kernels
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+#VLLM_USE_B12X_MOE = "1"
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