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A high-throughput and memory-efficient inference and serving engine for LLMs

Mirrored from https://github.com/tduncan-lum/Nvidia-Optimization-Stack---VLLM.git

Synced Nov 10, 01:30 UTC

[LoRA] Update LoRA expand kernel heuristic (#32425)

Signed-off-by: Xin Yang <xyangx@amazon.com>

Xin Yang committed Jan 16, 2026 at 10:38 UTC a884bc62d6eeeb58e87e56b2d966c63f073ada77
1 file changed +1 -1
vllm/lora/ops/triton_ops/utils.py
+1 -1
@@ -251,7 +251,7 @@ def get_lora_op_configs(
251 else:
252 default = {
253 "block_m": 64,
254 - "block_n": 128,
254 + "block_n": max(64, next_power_of_2(128 // num_slices)),
255 "block_k": 16,
256 "num_warps": 4,
257 "num_ctas": 1,