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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 14, 05:30 UTC

[Docs] Fix griffe warnings in vllm/lora/ops (#25369)

Signed-off-by: windsonsea <haifeng.yao@daocloud.io>

Michael Yao committed Sep 23, 2025 at 11:42 UTC fafbe11af4f211abe02ef874f113bc28232eb0e8
2 files changed +3 -4
vllm/lora/ops/triton_ops/lora_kernel_metadata.py
+3 -3
@@ -83,8 +83,8 @@ class LoRAKernelMeta:
83 Prepare kernel metadata tensors for the current forward pass.
84
85 Args:
86 - token_lora_tensor (torch.Tensor): Tensor containing lora indices
87 - for each input token.
86 + token_lora_mapping (torch.Tensor): Tensor containing lora indices
87 + for each input token.
88 """
89
90 self._reset()
@@ -136,7 +136,7 @@ class LoRAKernelMeta:
136
137 Args:
138 token_nums (int): Number of input tokens in the current forward
139 - pass.
139 + pass of the kernel.
140 """
141 return (
142 self.token_lora_mapping[:token_nums],
vllm/lora/ops/xla_ops/lora_ops.py
-1
@@ -93,7 +93,6 @@ def bgmv_shrink(
93 inputs (torch.Tensor): Input tensor of shape [num_tokens, hidden_size].
94 lora_b_weights (torch.Tensor): LoRA weights of shape
95 [num_loras, lora_rank, hidden_size].
96 - output_tensor (torch.Tensor): (Unused) output tensor (placeholder).
96 lora_indices_tensor (torch.Tensor): Tensor of shape [num_tokens]
97 indicating which LoRA matrix to use for each token.
98 scaling (float, optional): Scalar multiplier applied to the output.