| 2025-08-18 23:31:01 - INFO - Loading model: LiquidAI/LFM2-VL-1.6B | |
| 2025-08-18 23:31:02 - INFO - We will use 90% of the memory on device 0 for storing the model, and 10% for the buffer to avoid OOM. You can set `max_memory` in to a higher value to use more memory (at your own risk). | |
| 2025-08-18 23:31:09 - INFO - Model loaded in 7.34 seconds | |
| 2025-08-18 23:31:09 - INFO - GPU Memory Usage after model load: 3023.64 MB | |
| 2025-08-18 23:31:56 - INFO - [653718a5-3216-4691-b041-10603df59fa5] Received new video inference request. Prompt: 'Please describe the video.', Video: 'messi_part_001.mp4' | |
| 2025-08-18 23:31:56 - INFO - [653718a5-3216-4691-b041-10603df59fa5] Video saved to temporary file: temp_videos/653718a5-3216-4691-b041-10603df59fa5.mp4 | |
| 2025-08-18 23:31:56 - INFO - [653718a5-3216-4691-b041-10603df59fa5] Extracting frames using method: uniform, rate/threshold: 30 | |
| 2025-08-18 23:32:01 - INFO - [653718a5-3216-4691-b041-10603df59fa5] Extracted 30 frames successfully. Saving to temporary files... | |
| 2025-08-18 23:32:01 - INFO - [653718a5-3216-4691-b041-10603df59fa5] 30 frames saved to temp_videos/653718a5-3216-4691-b041-10603df59fa5 | |
| 2025-08-18 23:32:01 - ERROR - [653718a5-3216-4691-b041-10603df59fa5] An error occurred during processing: Incorrect format used for image. Should be an url linking to an image, a base64 string, a local path, or a PIL image. | |
| Traceback (most recent call last): | |
| File "/mnt/data/xiuying/Code/local_deploy/infer.py", line 107, in video_inference | |
| output = model.generate(frame_paths, prompt) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "/mnt/data/xiuying/Code/local_deploy/models/lfm.py", line 52, in generate | |
| inputs = self.processor.apply_chat_template( | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "/home/xiuying/miniconda3/envs/gptq/lib/python3.11/site-packages/transformers/utils/deprecation.py", line 172, in wrapped_func | |
| return func(*args, **kwargs) | |
| ^^^^^^^^^^^^^^^^^^^^^ | |
| File "/home/xiuying/miniconda3/envs/gptq/lib/python3.11/site-packages/transformers/processing_utils.py", line 1552, in apply_chat_template | |
| images.append(load_image(fname)) | |
| ^^^^^^^^^^^^^^^^^ | |
| File "/home/xiuying/miniconda3/envs/gptq/lib/python3.11/site-packages/transformers/image_utils.py", line 493, in load_image | |
| raise TypeError( | |
| TypeError: Incorrect format used for image. Should be an url linking to an image, a base64 string, a local path, or a PIL image. | |
| 2025-08-18 23:32:01 - INFO - [653718a5-3216-4691-b041-10603df59fa5] Cleaned up temporary file: temp_videos/653718a5-3216-4691-b041-10603df59fa5.mp4 | |
| 2025-08-18 23:32:01 - INFO - [653718a5-3216-4691-b041-10603df59fa5] Cleaned up temporary frame directory: temp_videos/653718a5-3216-4691-b041-10603df59fa5 | |