GLM-5.3 is live. Run Z.ai's latest model on Friendli Model APIs. Try it today ➜
ddz16
Available on FriendliAI
Run this model inference on single tenant GPU with unmatched speed and reliability at scale.
Run this model inference with full control and performance in your environment.
Model Details
Model Provider
ddz16
Model Tree
Qwen/Qwen3-VL-8B-Instruct
Input Modalities
Output Modalities
Supported Functionality
The CamDistill repo provides a one-line entry point that applies the official prompt and the exact video settings used for training and evaluation:
bash
python camera_movement_sft/infer_single.py \ --model ddz16/CamSFT-8B \ --video /path/to/video.mp4CamSFT is a standard Qwen3-VL model, so it can be loaded directly:
python
from transformers import Qwen3VLForConditionalGeneration, AutoProcessor model = Qwen3VLForConditionalGeneration.from_pretrained( "ddz16/CamSFT-8B", dtype="bfloat16", device_map="auto")processor = AutoProcessor.from_pretrained("ddz16/CamSFT-8B")The exact system/user prompt and the video preprocessing (fps, max frames, resolution) are provided in the CamDistill repo; using them is required to reproduce the paper's results.