Update README.md

README.md

@@ -40,6 +40,13 @@ pip install qwen-vl-utils livecc-utils
 Here we show a code snippet to show you how to do **real-time video commentary** with `transformers` and the above utils:
 
 ```python
+import functools, torch, os, tqdm
+from liger_kernel.transformers import apply_liger_kernel_to_qwen2_vl
+apply_liger_kernel_to_qwen2_vl() # important. our model is trained with this. keep consistency
+from transformers import Qwen2VLForConditionalGeneration, AutoProcessor, LogitsProcessor, logging
+from livecc_utils import prepare_multiturn_multimodal_inputs_for_generation, get_smart_resized_clip, get_smart_resized_video_reader
+from qwen_vl_utils import process_vision_info
+
 class LiveCCDemoInfer:
   fps = 2
   initial_fps_frames = 6