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--- |
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license: openrail |
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tags: |
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- stable diffusion |
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- controlnet |
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--- |
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Can be used in [sd-webui-controlnet](https://github.com/Mikubill/sd-webui-controlnet). Put the yaml file with model because it is sd2.1 v_prediction model. |
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Model is the difference from the original checkpoint created by [extract_controlnet_diff.py](https://github.com/Mikubill/sd-webui-controlnet/blob/main/extract_controlnet_diff.py). |
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These are not the final version and need to be adjusted to be more accurate. Someone please do this. |
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# wd15_controlnet_edge_depth_pose.ckpt |
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+ target model: https://huggingface.co/waifu-diffusion/wd-1-5-beta2 |
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+ dataset: 20k 1girl images |
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+ epoch: 5 |
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+ batch size: 8 |
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+ lr: 5e-5 |
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+ amp:bfloat16 |
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# diff_control_wd15beta2_canny.safetensors |
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**updated in 2023/03/05.** |
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+ target model: https://huggingface.co/waifu-diffusion/wd-1-5-beta2 |
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+ dataset: 11k 1girl images |
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+ epoch: 2 |
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+ batch size: 16 |
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+ lr: 5e-5 |
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+ amp:bfloat16 |
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and resumed on: |
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+ dataset: 60k 1girl images |
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+ epoch: 2 |
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+ batch size: 16 |
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+ lr: 1e-5 |
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+ amp:bfloat16 |
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# diff_control_wd15beta2_pose.safetensors |
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**updated in 2023/03/06.** |
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+ target model: https://huggingface.co/waifu-diffusion/wd-1-5-beta2 |
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+ dataset: 14k umamusume images. **Therefore, the model may have a bias** |
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+ epoch: 5 (The “sudden convergence phenomenon” occurred at the fourth epoch) |
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+ batch size: 16 |
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+ lr: 5e-5 |
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+ amp:bfloat16 |
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and resumed on: |
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+ dataset: 52k 1girl images |
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+ epoch: 2 |
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+ batch size: 16 |
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+ lr: 1e-5 |
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+ amp:bfloat16 |
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# diff_control_wd15beta2_depth.safetensors |
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**updated in 2023/03/06.** |
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+ target model: https://huggingface.co/waifu-diffusion/wd-1-5-beta2 |
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+ dataset: 11k 1girl images |
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+ epoch: 2 |
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+ batch size: 16 |
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+ lr: 5e-5 |
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+ amp:bfloat16 |
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and resumed on: |
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+ dataset: 60k 1girl images |
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+ epoch: 1 |
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+ batch size: 16 |
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+ lr: 1e-5 |
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+ amp:bfloat16 |
