Merge branch 'main' into get-kvcache-spec-refactor

Author: NickLucche

.buildkite/test-pipeline.yaml

@@ -1085,7 +1085,7 @@ steps:
   commands:
     - bash weight_loading/run_model_weight_loading_test.sh -c weight_loading/models-large.txt
 
-- label: NixlConnector P/D accuracy tests (Distributed) # 30min
+- label: NixlConnector PD accuracy tests (Distributed) # 30min
   timeout_in_minutes: 30
   working_dir: "/vllm-workspace/tests"
   num_gpus: 4

vllm/model_executor/models/qwen3_vl.py

@@ -735,9 +735,9 @@ def _get_video_second_idx(
         if do_sample_frames:
             # here video_fps is the fps of the sampled video, and
             # metadata["fps"] refers to the fps of the original video.
-            video_fps = sampled_fps if sampled_fps else video_processor.fps
+            sampled_fps = sampled_fps if sampled_fps else video_processor.fps
             total_num_frames = metadata["total_num_frames"]
-            num_frames = int(total_num_frames / metadata["fps"] * video_fps)
+            num_frames = int(total_num_frames / metadata["fps"] * sampled_fps)
             num_frames = min(
                 min(
                     max(num_frames, video_processor.min_frames),