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examples/offline_inference/qwen2_5_omni/README.md

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+# Qwen2.5-Omni Offline Inference Examples
+
+This folder provides several example scripts on how to inference Qwen2.5-Omni offline.
+
+## Thinker Only
+
+```bash
+# Audio + image + video
+python examples/offline_inference/qwen2_5_omni/only_thinker.py \
+    -q mixed_modalities
+
+# Read vision and audio inputs from a single video file
+# NOTE: V1 engine does not support interleaved modalities yet.
+python examples/offline_inference/qwen2_5_omni/only_thinker.py \
+    -q use_audio_in_video
+
+# Multiple audios
+python examples/offline_inference/qwen2_5_omni/only_thinker.py \
+    -q multi_audios
+```
+
+This script will run the thinker part of Qwen2.5-Omni, and generate text response.
+
+You can also test Qwen2.5-Omni on a single modality:
+
+```bash
+# Process audio inputs
+python examples/offline_inference/audio_language.py \
+    --model-type qwen2_5_omni
+
+# Process image inputs
+python examples/offline_inference/vision_language.py \
+    --modality image \
+    --model-type qwen2_5_omni
+
+# Process video inputs
+python examples/offline_inference/vision_language.py \
+    --modality video \
+    --model-type qwen2_5_omni
+```