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The results appear to show that the subject ID is overly preserved. You might try reducing the identity_adapter_index and increasing the motion_adapter_index during inference.
Why are my results after training inference so poor?
The example I use is “a * is playing guitar”
https://github.com/ali-vilab/VGen/assets/67503039/83b3358e-3385-40d6-b6c4-7d1739bf5ae8
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