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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 15, 13:30 UTC

[Bugfix] Fix distributed bug in Qwen2.5-VL & Qwen2.5-Omni (#16907)

Yang Fan committed Apr 21, 2025 at 18:25 UTC 26c0406555a5e782a4591953389477bcf9695d10
1 file changed +1 -2
vllm/model_executor/models/qwen2_5_vl.py
+1 -2
@@ -198,9 +198,8 @@ class Qwen2_5_VisionMLP(nn.Module):
198
199 def all_gather_interleave(local_tensor, hidden_size: int, tp_size: int):
200 """All-gather the input tensor interleavely across model parallel group."""
201 - import torch.distributed as dist
201 gathered_tensors = [torch.zeros_like(local_tensor) for _ in range(tp_size)]
203 - dist.all_gather(gathered_tensors, local_tensor)
202 + parallel_state.get_tp_group().all_gather(gathered_tensors, local_tensor)
203
204 gathered_tensors_split = [
205 torch.split(tensor, hidden_size // tp_size, -1)