Comments (3)
Hi. Typically, this is because the randomly sampled noises are different from the training stage.
Could you please provide more details? Like are you training MotionDirector on a single video or multiple videos?
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Hi. Typically, this is because the randomly sampled noises are different from the training stage. Could you please provide more details? Like are you training MotionDirector on a single video or multiple videos?
Thanks for your reply, your answer helps, it is maybe different settings between training and inference. I have another question, how is the generalization ability of MotionDirector? For example, if i use a custom dreambooth weight, which is different from training. Can the temporal weights trained from MotionDirector work under this situation?
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If you use DreamBooth to only finetune the spatial layers, I think it is OK, just like the results shown here. If the temporal layers are also changed, I'm not sure what will happen. You can try it out. Looking forward to your insights.
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Related Issues (20)
- The code for directly finetune the foundation model HOT 2
- Errors in dataset.py HOT 2
- problem about training for image animation HOT 1
- code bug 'UnboundLocalError: local variable '_tmp' referenced before assignment' HOT 2
- Not able to save spatial and temporal data HOT 5
- Errors in Lora : UnboundLocalError: local variable '_tmp' referenced before assignment` HOT 2
- Training the example code but Crashed HOT 2
- Testing samples HOT 1
- pickle.UnpicklingError: invalid load key, 'v'. HOT 1
- Some confusion about the inconsistency between code and paper description HOT 3
- training time HOT 1
- How to fix random seed? HOT 1
- Why are the inference results different from the results you posted? HOT 4
- May I ask what work the lora-related code(eg.class LoraHandler) is based on? HOT 1
- earlier checkpoints doing better than later checkpoints HOT 1
- Does every new animation need to be retrained?
- Adding more data in the test folder .
- Why can't I reproduce the beautiful results shown by the author even using the weight file provided by the author on huggingface
- About the training parameters of Spatial Lora: Recursive ones?
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