Although base HunyuanVideo knows generic anime style well without need for LoRAs and has some knowledge about Studio Ghibli's art style, the latter is not consistent, very prompt-dependant and can sometimes fall back to realistic style. And the shading, palette and linework can be quite different. So by making this LoRA I wanted to try to reinforce the Ghibli art style for HunyuanVideo.
This is the third version of the LoRA. The first two versions were not successful, I did not publish them. And this is not final version, I am working on improving it.
upd. 05/01/2025 Done training v.0.4 with musubi-tuner, but it was worse than v0.3, so I won't publish it (and will use diffusion-pipe for v0.5).
upd. 08/01/2025 Training v0.5 is progressing, but slower than I’d hoped. Perhaps I was too optimistic about the speed of training 750 clips at a resolution of 512x* (max frames 33) on an RTX 3090. And at epoch 11, the results are still not good enough.
upd. 09/01/2025 Taking a break to train another anime LoRA (and to check some assumptions meanwhile), but will resume v0.5 training right after.
I am still figuring out how to train HV and still do not know the best way to prompt it, etc., take that into consideration.
Although base HunyuanVideo knows generic anime style well without need for LoRAs and has some knowledge about Studio Ghibli's art style, the latter is not consistent, very prompt-dependant and can sometimes fall back to realistic style. And the shading, palette and linework can be quite different. So by making this LoRA I wanted to try to reinforce the Ghibli art style for HunyuanVideo.
This is the third version of the LoRA. The first two versions were not successful, I did not publish them. And this is not final version, I am working on improving it.
upd. 05/01/2025 Done training v.0.4 with musubi-tuner, but it was worse than v0.3, so I won't publish it (and will use diffusion-pipe for v0.5).
upd. 08/01/2025 Training v0.5 is progressing, but slower than I’d hoped. Perhaps I was too optimistic about the speed of training 750 clips at a resolution of 512x* (max frames 33) on an RTX 3090. And at epoch 11, the results are still not good enough.
upd. 09/01/2025 Taking a break to train another anime LoRA (and to check some assumptions meanwhile), but will resume v0.5 training right after.
I am still figuring out how to train HV and still do not know the best way to prompt it, etc., take that into consideration.