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gpu_memory_profiling
infrastructure-gpu-memory-profiling-vllm-fails-to-allocate-kv-cache-blocks-even-when-s-69d5e472
IFvLLM fails to allocate KV cache blocks even when significant GPU memory is free, due to inaccurate memory profiling in newer versions (0.2.5+).
THENDisable CUDA graph execution with the `--enforce-eager` flag to reduce memory overhead. Alternatively, lower `gpu_memory_utilization` or ensure other processes are not sharing the GPU to avoid memory attribution conflicts. The issue stems from PR #2031 which changed memory profiling to assume all occupied GPU memory belongs to the current instance.
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