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sha256:960d4529d3728da692702a35173163231bb76531b394bf027e7b78af7fcb4ba3 +size 62296548 diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..1242c3771d22de4b66eaea46e2846bf267af1536 --- /dev/null +++ b/README.md @@ -0,0 +1,68 @@ +--- +license: mit +datasets: +- CyberHarem/sonetto_reverse1999 +pipeline_tag: text-to-image +tags: +- art +- not-for-all-audiences +--- + +# LoRA model of Sonetto/十四行诗/ソネット(リバース:1999) (Reverse:1999) + +## What Is This? + +This is the LoRA model of waifu Sonetto/十四行诗/ソネット(リバース:1999) (Reverse:1999). + +## How Is It Trained? + +* This model is trained with [kohya-ss/sd-scripts](https://github.com/kohya-ss/sd-scripts), and the test images are generated with [a1111's webui](AUTOMATIC1111/stable-diffusion-webui) and [API sdk](https://github.com/mix1009/sdwebuiapi). +* The [auto-training framework](https://github.com/deepghs/cyberharem) is maintained by [DeepGHS Team](https://huggingface.co/deepghs). +The architecture of base model is is `SD1.5`. +* Dataset used for training is the `stage3-p480-1200` in [CyberHarem/sonetto_reverse1999](https://huggingface.co/datasets/CyberHarem/sonetto_reverse1999), which contains 685 images. +* **Trigger word is `sonetto_reverse1999`.** +* Pruned core tags for this waifu are `orange hair, long hair, two side up, green eyes, braid, side braid`. You can add them to the prompt when some features of waifu (e.g. hair color) are not stable. +* For more details in training, you can take a look at [training configuration file](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/train.toml). +* For more details in LoRA, you can download it, and read the metadata with a1111's webui. + +## How to Use It? + +After downloading the safetensors files for the specified step, you need to use them like common LoRA. + +* Recommended LoRA weight is 0.5-0.85. +* Recommended trigger word weight is 0.7-1.1. + +For example, if you want to use the model from step 2716, you need to download [`2716/sonetto_reverse1999.safetensors`](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/2716/sonetto_reverse1999.safetensors) as LoRA. By using this model, you can generate images for the desired characters. + +## Which Step Should I Use? + +We selected 5 good steps for you to choose. The best one is step 2716. + +765 images (796.51 MiB) were generated for auto-testing. + +![Metrics Plot](metrics_plot.png) + +Here are the preview of the recommended steps: + +| Step | Epoch | CCIP | AI Corrupt | Bikini Plus | Score | Download | pattern_0_0 | pattern_0_1 | pattern_1_0 | pattern_1_1 | pattern_2 | pattern_3_0 | pattern_3_1 | pattern_4 | pattern_5 | pattern_6 | pattern_7_0 | pattern_7_1 | pattern_8 | pattern_9 | pattern_10_0 | pattern_10_1 | portrait_0 | portrait_1 | portrait_2 | full_body_0 | full_body_1 | profile_0 | profile_1 | free_0 | free_1 | shorts | maid_0 | maid_1 | miko | yukata | suit | china | bikini_0 | bikini_1 | bikini_2 | sit | squat | kneel | jump | crossed_arms | angry | smile | cry | grin | n_lie_0 | n_lie_1 | n_stand_0 | n_stand_1 | n_stand_2 | n_sex_0 | n_sex_1 | +|-------:|--------:|:----------|:-------------|:--------------|:----------|:------------------------------------------------------------------------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------------------|:------------------------------------------------|:--------------------------------------------|:--------------------------------------------|:--------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------|:------------------------------------|:------------------------------------|:------------------------------------|:------------------------------------|:--------------------------------|:------------------------------------|:--------------------------------|:----------------------------------|:----------------------------------------|:----------------------------------------|:----------------------------------------|:------------------------------|:----------------------------------|:----------------------------------|:--------------------------------|:------------------------------------------------|:----------------------------------|:----------------------------------|:------------------------------|:--------------------------------|:--------------------------------------|:--------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------------|:--------------------------------------|:--------------------------------------| +| 2716 | 28 | **0.929** | 0.936 | 0.804 | **0.749** | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/2716/sonetto_reverse1999.zip) | ![pattern_0_0](2716/previews/pattern_0_0.png) | ![pattern_0_1](2716/previews/pattern_0_1.png) | ![pattern_1_0](2716/previews/pattern_1_0.png) | ![pattern_1_1](2716/previews/pattern_1_1.png) | ![pattern_2](2716/previews/pattern_2.png) | ![pattern_3_0](2716/previews/pattern_3_0.png) | ![pattern_3_1](2716/previews/pattern_3_1.png) | ![pattern_4](2716/previews/pattern_4.png) | ![pattern_5](2716/previews/pattern_5.png) | ![pattern_6](2716/previews/pattern_6.png) | ![pattern_7_0](2716/previews/pattern_7_0.png) | ![pattern_7_1](2716/previews/pattern_7_1.png) | ![pattern_8](2716/previews/pattern_8.png) | ![pattern_9](2716/previews/pattern_9.png) | ![pattern_10_0](2716/previews/pattern_10_0.png) | ![pattern_10_1](2716/previews/pattern_10_1.png) | ![portrait_0](2716/previews/portrait_0.png) | ![portrait_1](2716/previews/portrait_1.png) | ![portrait_2](2716/previews/portrait_2.png) | ![full_body_0](2716/previews/full_body_0.png) | ![full_body_1](2716/previews/full_body_1.png) | ![profile_0](2716/previews/profile_0.png) | ![profile_1](2716/previews/profile_1.png) | ![free_0](2716/previews/free_0.png) | ![free_1](2716/previews/free_1.png) | ![shorts](2716/previews/shorts.png) | ![maid_0](2716/previews/maid_0.png) | ![maid_1](2716/previews/maid_1.png) | ![miko](2716/previews/miko.png) | ![yukata](2716/previews/yukata.png) | ![suit](2716/previews/suit.png) | ![china](2716/previews/china.png) | ![bikini_0](2716/previews/bikini_0.png) | ![bikini_1](2716/previews/bikini_1.png) | ![bikini_2](2716/previews/bikini_2.png) | ![sit](2716/previews/sit.png) | ![squat](2716/previews/squat.png) | ![kneel](2716/previews/kneel.png) | ![jump](2716/previews/jump.png) | ![crossed_arms](2716/previews/crossed_arms.png) | ![angry](2716/previews/angry.png) | ![smile](2716/previews/smile.png) | ![cry](2716/previews/cry.png) | ![grin](2716/previews/grin.png) | ![n_lie_0](2716/previews/n_lie_0.png) | ![n_lie_1](2716/previews/n_lie_1.png) | ![n_stand_0](2716/previews/n_stand_0.png) | ![n_stand_1](2716/previews/n_stand_1.png) | ![n_stand_2](2716/previews/n_stand_2.png) | ![n_sex_0](2716/previews/n_sex_0.png) | ![n_sex_1](2716/previews/n_sex_1.png) | +| 1746 | 18 | 0.928 | 0.934 | 0.803 | 0.740 | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/1746/sonetto_reverse1999.zip) | ![pattern_0_0](1746/previews/pattern_0_0.png) | ![pattern_0_1](1746/previews/pattern_0_1.png) | ![pattern_1_0](1746/previews/pattern_1_0.png) | ![pattern_1_1](1746/previews/pattern_1_1.png) | ![pattern_2](1746/previews/pattern_2.png) | ![pattern_3_0](1746/previews/pattern_3_0.png) | ![pattern_3_1](1746/previews/pattern_3_1.png) | ![pattern_4](1746/previews/pattern_4.png) | ![pattern_5](1746/previews/pattern_5.png) | ![pattern_6](1746/previews/pattern_6.png) | ![pattern_7_0](1746/previews/pattern_7_0.png) | ![pattern_7_1](1746/previews/pattern_7_1.png) | ![pattern_8](1746/previews/pattern_8.png) | ![pattern_9](1746/previews/pattern_9.png) | ![pattern_10_0](1746/previews/pattern_10_0.png) | ![pattern_10_1](1746/previews/pattern_10_1.png) | ![portrait_0](1746/previews/portrait_0.png) | ![portrait_1](1746/previews/portrait_1.png) | ![portrait_2](1746/previews/portrait_2.png) | ![full_body_0](1746/previews/full_body_0.png) | ![full_body_1](1746/previews/full_body_1.png) | ![profile_0](1746/previews/profile_0.png) | ![profile_1](1746/previews/profile_1.png) | ![free_0](1746/previews/free_0.png) | ![free_1](1746/previews/free_1.png) | ![shorts](1746/previews/shorts.png) | ![maid_0](1746/previews/maid_0.png) | ![maid_1](1746/previews/maid_1.png) | ![miko](1746/previews/miko.png) | ![yukata](1746/previews/yukata.png) | ![suit](1746/previews/suit.png) | ![china](1746/previews/china.png) | ![bikini_0](1746/previews/bikini_0.png) | ![bikini_1](1746/previews/bikini_1.png) | ![bikini_2](1746/previews/bikini_2.png) | ![sit](1746/previews/sit.png) | ![squat](1746/previews/squat.png) | ![kneel](1746/previews/kneel.png) | ![jump](1746/previews/jump.png) | ![crossed_arms](1746/previews/crossed_arms.png) | ![angry](1746/previews/angry.png) | ![smile](1746/previews/smile.png) | ![cry](1746/previews/cry.png) | ![grin](1746/previews/grin.png) | ![n_lie_0](1746/previews/n_lie_0.png) | ![n_lie_1](1746/previews/n_lie_1.png) | ![n_stand_0](1746/previews/n_stand_0.png) | ![n_stand_1](1746/previews/n_stand_1.png) | ![n_stand_2](1746/previews/n_stand_2.png) | ![n_sex_0](1746/previews/n_sex_0.png) | ![n_sex_1](1746/previews/n_sex_1.png) | +| 2328 | 24 | 0.924 | 0.930 | 0.803 | 0.709 | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/2328/sonetto_reverse1999.zip) | ![pattern_0_0](2328/previews/pattern_0_0.png) | ![pattern_0_1](2328/previews/pattern_0_1.png) | ![pattern_1_0](2328/previews/pattern_1_0.png) | ![pattern_1_1](2328/previews/pattern_1_1.png) | ![pattern_2](2328/previews/pattern_2.png) | ![pattern_3_0](2328/previews/pattern_3_0.png) | ![pattern_3_1](2328/previews/pattern_3_1.png) | ![pattern_4](2328/previews/pattern_4.png) | ![pattern_5](2328/previews/pattern_5.png) | ![pattern_6](2328/previews/pattern_6.png) | ![pattern_7_0](2328/previews/pattern_7_0.png) | ![pattern_7_1](2328/previews/pattern_7_1.png) | ![pattern_8](2328/previews/pattern_8.png) | ![pattern_9](2328/previews/pattern_9.png) | ![pattern_10_0](2328/previews/pattern_10_0.png) | ![pattern_10_1](2328/previews/pattern_10_1.png) | ![portrait_0](2328/previews/portrait_0.png) | ![portrait_1](2328/previews/portrait_1.png) | ![portrait_2](2328/previews/portrait_2.png) | ![full_body_0](2328/previews/full_body_0.png) | ![full_body_1](2328/previews/full_body_1.png) | ![profile_0](2328/previews/profile_0.png) | ![profile_1](2328/previews/profile_1.png) | ![free_0](2328/previews/free_0.png) | ![free_1](2328/previews/free_1.png) | ![shorts](2328/previews/shorts.png) | ![maid_0](2328/previews/maid_0.png) | ![maid_1](2328/previews/maid_1.png) | ![miko](2328/previews/miko.png) | ![yukata](2328/previews/yukata.png) | ![suit](2328/previews/suit.png) | ![china](2328/previews/china.png) | ![bikini_0](2328/previews/bikini_0.png) | ![bikini_1](2328/previews/bikini_1.png) | ![bikini_2](2328/previews/bikini_2.png) | ![sit](2328/previews/sit.png) | ![squat](2328/previews/squat.png) | ![kneel](2328/previews/kneel.png) | ![jump](2328/previews/jump.png) | ![crossed_arms](2328/previews/crossed_arms.png) | ![angry](2328/previews/angry.png) | ![smile](2328/previews/smile.png) | ![cry](2328/previews/cry.png) | ![grin](2328/previews/grin.png) | ![n_lie_0](2328/previews/n_lie_0.png) | ![n_lie_1](2328/previews/n_lie_1.png) | ![n_stand_0](2328/previews/n_stand_0.png) | ![n_stand_1](2328/previews/n_stand_1.png) | ![n_stand_2](2328/previews/n_stand_2.png) | ![n_sex_0](2328/previews/n_sex_0.png) | ![n_sex_1](2328/previews/n_sex_1.png) | +| 582 | 6 | 0.924 | 0.939 | 0.802 | 0.706 | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/582/sonetto_reverse1999.zip) | ![pattern_0_0](582/previews/pattern_0_0.png) | ![pattern_0_1](582/previews/pattern_0_1.png) | ![pattern_1_0](582/previews/pattern_1_0.png) | ![pattern_1_1](582/previews/pattern_1_1.png) | ![pattern_2](582/previews/pattern_2.png) | ![pattern_3_0](582/previews/pattern_3_0.png) | ![pattern_3_1](582/previews/pattern_3_1.png) | ![pattern_4](582/previews/pattern_4.png) | ![pattern_5](582/previews/pattern_5.png) | ![pattern_6](582/previews/pattern_6.png) | ![pattern_7_0](582/previews/pattern_7_0.png) | ![pattern_7_1](582/previews/pattern_7_1.png) | ![pattern_8](582/previews/pattern_8.png) | ![pattern_9](582/previews/pattern_9.png) | ![pattern_10_0](582/previews/pattern_10_0.png) | ![pattern_10_1](582/previews/pattern_10_1.png) | ![portrait_0](582/previews/portrait_0.png) | ![portrait_1](582/previews/portrait_1.png) | ![portrait_2](582/previews/portrait_2.png) | ![full_body_0](582/previews/full_body_0.png) | ![full_body_1](582/previews/full_body_1.png) | ![profile_0](582/previews/profile_0.png) | ![profile_1](582/previews/profile_1.png) | ![free_0](582/previews/free_0.png) | ![free_1](582/previews/free_1.png) | ![shorts](582/previews/shorts.png) | ![maid_0](582/previews/maid_0.png) | ![maid_1](582/previews/maid_1.png) | ![miko](582/previews/miko.png) | ![yukata](582/previews/yukata.png) | ![suit](582/previews/suit.png) | ![china](582/previews/china.png) | ![bikini_0](582/previews/bikini_0.png) | ![bikini_1](582/previews/bikini_1.png) | ![bikini_2](582/previews/bikini_2.png) | ![sit](582/previews/sit.png) | ![squat](582/previews/squat.png) | ![kneel](582/previews/kneel.png) | ![jump](582/previews/jump.png) | ![crossed_arms](582/previews/crossed_arms.png) | ![angry](582/previews/angry.png) | ![smile](582/previews/smile.png) | ![cry](582/previews/cry.png) | ![grin](582/previews/grin.png) | ![n_lie_0](582/previews/n_lie_0.png) | ![n_lie_1](582/previews/n_lie_1.png) | ![n_stand_0](582/previews/n_stand_0.png) | ![n_stand_1](582/previews/n_stand_1.png) | ![n_stand_2](582/previews/n_stand_2.png) | ![n_sex_0](582/previews/n_sex_0.png) | ![n_sex_1](582/previews/n_sex_1.png) | +| 2134 | 22 | 0.921 | **0.969** | **0.807** | 0.695 | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/2134/sonetto_reverse1999.zip) | ![pattern_0_0](2134/previews/pattern_0_0.png) | ![pattern_0_1](2134/previews/pattern_0_1.png) | ![pattern_1_0](2134/previews/pattern_1_0.png) | ![pattern_1_1](2134/previews/pattern_1_1.png) | ![pattern_2](2134/previews/pattern_2.png) | ![pattern_3_0](2134/previews/pattern_3_0.png) | ![pattern_3_1](2134/previews/pattern_3_1.png) | ![pattern_4](2134/previews/pattern_4.png) | ![pattern_5](2134/previews/pattern_5.png) | ![pattern_6](2134/previews/pattern_6.png) | ![pattern_7_0](2134/previews/pattern_7_0.png) | ![pattern_7_1](2134/previews/pattern_7_1.png) | ![pattern_8](2134/previews/pattern_8.png) | ![pattern_9](2134/previews/pattern_9.png) | ![pattern_10_0](2134/previews/pattern_10_0.png) | ![pattern_10_1](2134/previews/pattern_10_1.png) | ![portrait_0](2134/previews/portrait_0.png) | ![portrait_1](2134/previews/portrait_1.png) | ![portrait_2](2134/previews/portrait_2.png) | ![full_body_0](2134/previews/full_body_0.png) | ![full_body_1](2134/previews/full_body_1.png) | ![profile_0](2134/previews/profile_0.png) | ![profile_1](2134/previews/profile_1.png) | ![free_0](2134/previews/free_0.png) | ![free_1](2134/previews/free_1.png) | ![shorts](2134/previews/shorts.png) | ![maid_0](2134/previews/maid_0.png) | ![maid_1](2134/previews/maid_1.png) | ![miko](2134/previews/miko.png) | ![yukata](2134/previews/yukata.png) | ![suit](2134/previews/suit.png) | ![china](2134/previews/china.png) | ![bikini_0](2134/previews/bikini_0.png) | ![bikini_1](2134/previews/bikini_1.png) | ![bikini_2](2134/previews/bikini_2.png) | ![sit](2134/previews/sit.png) | ![squat](2134/previews/squat.png) | ![kneel](2134/previews/kneel.png) | ![jump](2134/previews/jump.png) | ![crossed_arms](2134/previews/crossed_arms.png) | ![angry](2134/previews/angry.png) | ![smile](2134/previews/smile.png) | ![cry](2134/previews/cry.png) | ![grin](2134/previews/grin.png) | ![n_lie_0](2134/previews/n_lie_0.png) | ![n_lie_1](2134/previews/n_lie_1.png) | ![n_stand_0](2134/previews/n_stand_0.png) | ![n_stand_1](2134/previews/n_stand_1.png) | ![n_stand_2](2134/previews/n_stand_2.png) | ![n_sex_0](2134/previews/n_sex_0.png) | ![n_sex_1](2134/previews/n_sex_1.png) | + +## Anything Else? + +Because the automation of LoRA training always annoys some people. So for the following groups, it is not recommended to use this model and we express regret: +1. Individuals who cannot tolerate any deviations from the original character design, even in the slightest detail. +2. Individuals who are facing the application scenarios with high demands for accuracy in recreating character outfits. +3. Individuals who cannot accept the potential randomness in AI-generated images based on the Stable Diffusion algorithm. +4. Individuals who are not comfortable with the fully automated process of training character models using LoRA, or those who believe that training character models must be done purely through manual operations to avoid disrespecting the characters. +5. Individuals who finds the generated image content offensive to their values. + +## All Steps + +We uploaded the files in all steps. you can check the images, metrics and download them in the following links: +* [Steps From 1164 to 2910](all/0.md) +* [Steps From 194 to 970](all/1.md) diff --git a/all/0.md b/all/0.md new file mode 100644 index 0000000000000000000000000000000000000000..5070691bd5e9ba695a4432149b53b831ef4eac52 --- /dev/null +++ b/all/0.md @@ -0,0 +1,15 @@ +# Steps From 1164 to 2910 + +| Step | Epoch | CCIP | AI Corrupt | Bikini Plus | Score | Download | pattern_0_0 | pattern_0_1 | pattern_1_0 | pattern_1_1 | pattern_2 | pattern_3_0 | pattern_3_1 | pattern_4 | pattern_5 | pattern_6 | pattern_7_0 | pattern_7_1 | pattern_8 | pattern_9 | pattern_10_0 | pattern_10_1 | portrait_0 | portrait_1 | portrait_2 | full_body_0 | full_body_1 | profile_0 | profile_1 | free_0 | free_1 | shorts | maid_0 | maid_1 | miko | yukata | suit | china | bikini_0 | bikini_1 | bikini_2 | sit | squat | kneel | jump | crossed_arms | angry | smile | cry | grin | n_lie_0 | n_lie_1 | n_stand_0 | n_stand_1 | n_stand_2 | n_sex_0 | n_sex_1 | +|-------:|--------:|:----------|:-------------|:--------------|:----------|:------------------------------------------------------------------------------------------------------------|:-------------------------------------------------|:-------------------------------------------------|:-------------------------------------------------|:-------------------------------------------------|:---------------------------------------------|:-------------------------------------------------|:-------------------------------------------------|:---------------------------------------------|:---------------------------------------------|:---------------------------------------------|:-------------------------------------------------|:-------------------------------------------------|:---------------------------------------------|:---------------------------------------------|:---------------------------------------------------|:---------------------------------------------------|:-----------------------------------------------|:-----------------------------------------------|:-----------------------------------------------|:-------------------------------------------------|:-------------------------------------------------|:---------------------------------------------|:---------------------------------------------|:---------------------------------------|:---------------------------------------|:---------------------------------------|:---------------------------------------|:---------------------------------------|:-----------------------------------|:---------------------------------------|:-----------------------------------|:-------------------------------------|:-------------------------------------------|:-------------------------------------------|:-------------------------------------------|:---------------------------------|:-------------------------------------|:-------------------------------------|:-----------------------------------|:---------------------------------------------------|:-------------------------------------|:-------------------------------------|:---------------------------------|:-----------------------------------|:-----------------------------------------|:-----------------------------------------|:---------------------------------------------|:---------------------------------------------|:---------------------------------------------|:-----------------------------------------|:-----------------------------------------| +| 2910 | 30 | 0.895 | 0.954 | 0.802 | 0.497 | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/2910/sonetto_reverse1999.zip) | ![pattern_0_0](../2910/previews/pattern_0_0.png) | ![pattern_0_1](../2910/previews/pattern_0_1.png) | ![pattern_1_0](../2910/previews/pattern_1_0.png) | ![pattern_1_1](../2910/previews/pattern_1_1.png) | ![pattern_2](../2910/previews/pattern_2.png) | ![pattern_3_0](../2910/previews/pattern_3_0.png) | ![pattern_3_1](../2910/previews/pattern_3_1.png) | ![pattern_4](../2910/previews/pattern_4.png) | ![pattern_5](../2910/previews/pattern_5.png) | ![pattern_6](../2910/previews/pattern_6.png) | ![pattern_7_0](../2910/previews/pattern_7_0.png) | ![pattern_7_1](../2910/previews/pattern_7_1.png) | ![pattern_8](../2910/previews/pattern_8.png) | ![pattern_9](../2910/previews/pattern_9.png) | ![pattern_10_0](../2910/previews/pattern_10_0.png) | ![pattern_10_1](../2910/previews/pattern_10_1.png) | ![portrait_0](../2910/previews/portrait_0.png) | ![portrait_1](../2910/previews/portrait_1.png) | ![portrait_2](../2910/previews/portrait_2.png) | ![full_body_0](../2910/previews/full_body_0.png) | ![full_body_1](../2910/previews/full_body_1.png) | ![profile_0](../2910/previews/profile_0.png) | ![profile_1](../2910/previews/profile_1.png) | ![free_0](../2910/previews/free_0.png) | ![free_1](../2910/previews/free_1.png) | ![shorts](../2910/previews/shorts.png) | ![maid_0](../2910/previews/maid_0.png) | ![maid_1](../2910/previews/maid_1.png) | ![miko](../2910/previews/miko.png) | ![yukata](../2910/previews/yukata.png) | ![suit](../2910/previews/suit.png) | ![china](../2910/previews/china.png) | ![bikini_0](../2910/previews/bikini_0.png) | ![bikini_1](../2910/previews/bikini_1.png) | ![bikini_2](../2910/previews/bikini_2.png) | ![sit](../2910/previews/sit.png) | ![squat](../2910/previews/squat.png) | ![kneel](../2910/previews/kneel.png) | ![jump](../2910/previews/jump.png) | ![crossed_arms](../2910/previews/crossed_arms.png) | ![angry](../2910/previews/angry.png) | ![smile](../2910/previews/smile.png) | ![cry](../2910/previews/cry.png) | ![grin](../2910/previews/grin.png) | ![n_lie_0](../2910/previews/n_lie_0.png) | ![n_lie_1](../2910/previews/n_lie_1.png) | ![n_stand_0](../2910/previews/n_stand_0.png) | ![n_stand_1](../2910/previews/n_stand_1.png) | ![n_stand_2](../2910/previews/n_stand_2.png) | ![n_sex_0](../2910/previews/n_sex_0.png) | ![n_sex_1](../2910/previews/n_sex_1.png) | +| 2716 | 28 | **0.929** | 0.936 | 0.804 | **0.749** | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/2716/sonetto_reverse1999.zip) | ![pattern_0_0](../2716/previews/pattern_0_0.png) | ![pattern_0_1](../2716/previews/pattern_0_1.png) | ![pattern_1_0](../2716/previews/pattern_1_0.png) | ![pattern_1_1](../2716/previews/pattern_1_1.png) | ![pattern_2](../2716/previews/pattern_2.png) | ![pattern_3_0](../2716/previews/pattern_3_0.png) | ![pattern_3_1](../2716/previews/pattern_3_1.png) | ![pattern_4](../2716/previews/pattern_4.png) | ![pattern_5](../2716/previews/pattern_5.png) | ![pattern_6](../2716/previews/pattern_6.png) | ![pattern_7_0](../2716/previews/pattern_7_0.png) | ![pattern_7_1](../2716/previews/pattern_7_1.png) | ![pattern_8](../2716/previews/pattern_8.png) | ![pattern_9](../2716/previews/pattern_9.png) | ![pattern_10_0](../2716/previews/pattern_10_0.png) | ![pattern_10_1](../2716/previews/pattern_10_1.png) | ![portrait_0](../2716/previews/portrait_0.png) | ![portrait_1](../2716/previews/portrait_1.png) | ![portrait_2](../2716/previews/portrait_2.png) | ![full_body_0](../2716/previews/full_body_0.png) | ![full_body_1](../2716/previews/full_body_1.png) | ![profile_0](../2716/previews/profile_0.png) | ![profile_1](../2716/previews/profile_1.png) | ![free_0](../2716/previews/free_0.png) | ![free_1](../2716/previews/free_1.png) | ![shorts](../2716/previews/shorts.png) | ![maid_0](../2716/previews/maid_0.png) | ![maid_1](../2716/previews/maid_1.png) | ![miko](../2716/previews/miko.png) | ![yukata](../2716/previews/yukata.png) | ![suit](../2716/previews/suit.png) | ![china](../2716/previews/china.png) | ![bikini_0](../2716/previews/bikini_0.png) | ![bikini_1](../2716/previews/bikini_1.png) | ![bikini_2](../2716/previews/bikini_2.png) | ![sit](../2716/previews/sit.png) | ![squat](../2716/previews/squat.png) | ![kneel](../2716/previews/kneel.png) | ![jump](../2716/previews/jump.png) | ![crossed_arms](../2716/previews/crossed_arms.png) | ![angry](../2716/previews/angry.png) | ![smile](../2716/previews/smile.png) | ![cry](../2716/previews/cry.png) | ![grin](../2716/previews/grin.png) | ![n_lie_0](../2716/previews/n_lie_0.png) | ![n_lie_1](../2716/previews/n_lie_1.png) | ![n_stand_0](../2716/previews/n_stand_0.png) | ![n_stand_1](../2716/previews/n_stand_1.png) | ![n_stand_2](../2716/previews/n_stand_2.png) | ![n_sex_0](../2716/previews/n_sex_0.png) | ![n_sex_1](../2716/previews/n_sex_1.png) | +| 2522 | 26 | 0.919 | 0.945 | 0.801 | 0.675 | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/2522/sonetto_reverse1999.zip) | ![pattern_0_0](../2522/previews/pattern_0_0.png) | ![pattern_0_1](../2522/previews/pattern_0_1.png) | ![pattern_1_0](../2522/previews/pattern_1_0.png) | ![pattern_1_1](../2522/previews/pattern_1_1.png) | ![pattern_2](../2522/previews/pattern_2.png) | ![pattern_3_0](../2522/previews/pattern_3_0.png) | ![pattern_3_1](../2522/previews/pattern_3_1.png) | ![pattern_4](../2522/previews/pattern_4.png) | ![pattern_5](../2522/previews/pattern_5.png) | ![pattern_6](../2522/previews/pattern_6.png) | ![pattern_7_0](../2522/previews/pattern_7_0.png) | ![pattern_7_1](../2522/previews/pattern_7_1.png) | ![pattern_8](../2522/previews/pattern_8.png) | ![pattern_9](../2522/previews/pattern_9.png) | ![pattern_10_0](../2522/previews/pattern_10_0.png) | ![pattern_10_1](../2522/previews/pattern_10_1.png) | ![portrait_0](../2522/previews/portrait_0.png) | ![portrait_1](../2522/previews/portrait_1.png) | ![portrait_2](../2522/previews/portrait_2.png) | ![full_body_0](../2522/previews/full_body_0.png) | ![full_body_1](../2522/previews/full_body_1.png) | ![profile_0](../2522/previews/profile_0.png) | ![profile_1](../2522/previews/profile_1.png) | ![free_0](../2522/previews/free_0.png) | ![free_1](../2522/previews/free_1.png) | ![shorts](../2522/previews/shorts.png) | ![maid_0](../2522/previews/maid_0.png) | ![maid_1](../2522/previews/maid_1.png) | ![miko](../2522/previews/miko.png) | ![yukata](../2522/previews/yukata.png) | ![suit](../2522/previews/suit.png) | ![china](../2522/previews/china.png) | ![bikini_0](../2522/previews/bikini_0.png) | ![bikini_1](../2522/previews/bikini_1.png) | ![bikini_2](../2522/previews/bikini_2.png) | ![sit](../2522/previews/sit.png) | ![squat](../2522/previews/squat.png) | ![kneel](../2522/previews/kneel.png) | ![jump](../2522/previews/jump.png) | ![crossed_arms](../2522/previews/crossed_arms.png) | ![angry](../2522/previews/angry.png) | ![smile](../2522/previews/smile.png) | ![cry](../2522/previews/cry.png) | ![grin](../2522/previews/grin.png) | ![n_lie_0](../2522/previews/n_lie_0.png) | ![n_lie_1](../2522/previews/n_lie_1.png) | ![n_stand_0](../2522/previews/n_stand_0.png) | ![n_stand_1](../2522/previews/n_stand_1.png) | ![n_stand_2](../2522/previews/n_stand_2.png) | ![n_sex_0](../2522/previews/n_sex_0.png) | ![n_sex_1](../2522/previews/n_sex_1.png) | +| 2328 | 24 | 0.924 | 0.930 | 0.803 | 0.709 | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/2328/sonetto_reverse1999.zip) | ![pattern_0_0](../2328/previews/pattern_0_0.png) | ![pattern_0_1](../2328/previews/pattern_0_1.png) | ![pattern_1_0](../2328/previews/pattern_1_0.png) | ![pattern_1_1](../2328/previews/pattern_1_1.png) | ![pattern_2](../2328/previews/pattern_2.png) | ![pattern_3_0](../2328/previews/pattern_3_0.png) | ![pattern_3_1](../2328/previews/pattern_3_1.png) | ![pattern_4](../2328/previews/pattern_4.png) | ![pattern_5](../2328/previews/pattern_5.png) | ![pattern_6](../2328/previews/pattern_6.png) | ![pattern_7_0](../2328/previews/pattern_7_0.png) | ![pattern_7_1](../2328/previews/pattern_7_1.png) | ![pattern_8](../2328/previews/pattern_8.png) | ![pattern_9](../2328/previews/pattern_9.png) | ![pattern_10_0](../2328/previews/pattern_10_0.png) | ![pattern_10_1](../2328/previews/pattern_10_1.png) | ![portrait_0](../2328/previews/portrait_0.png) | ![portrait_1](../2328/previews/portrait_1.png) | ![portrait_2](../2328/previews/portrait_2.png) | ![full_body_0](../2328/previews/full_body_0.png) | ![full_body_1](../2328/previews/full_body_1.png) | ![profile_0](../2328/previews/profile_0.png) | ![profile_1](../2328/previews/profile_1.png) | ![free_0](../2328/previews/free_0.png) | ![free_1](../2328/previews/free_1.png) | ![shorts](../2328/previews/shorts.png) | ![maid_0](../2328/previews/maid_0.png) | ![maid_1](../2328/previews/maid_1.png) | ![miko](../2328/previews/miko.png) | ![yukata](../2328/previews/yukata.png) | ![suit](../2328/previews/suit.png) | ![china](../2328/previews/china.png) | ![bikini_0](../2328/previews/bikini_0.png) | ![bikini_1](../2328/previews/bikini_1.png) | ![bikini_2](../2328/previews/bikini_2.png) | ![sit](../2328/previews/sit.png) | ![squat](../2328/previews/squat.png) | ![kneel](../2328/previews/kneel.png) | ![jump](../2328/previews/jump.png) | ![crossed_arms](../2328/previews/crossed_arms.png) | ![angry](../2328/previews/angry.png) | ![smile](../2328/previews/smile.png) | ![cry](../2328/previews/cry.png) | ![grin](../2328/previews/grin.png) | ![n_lie_0](../2328/previews/n_lie_0.png) | ![n_lie_1](../2328/previews/n_lie_1.png) | ![n_stand_0](../2328/previews/n_stand_0.png) | ![n_stand_1](../2328/previews/n_stand_1.png) | ![n_stand_2](../2328/previews/n_stand_2.png) | ![n_sex_0](../2328/previews/n_sex_0.png) | ![n_sex_1](../2328/previews/n_sex_1.png) | +| 2134 | 22 | 0.921 | 0.969 | 0.807 | 0.695 | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/2134/sonetto_reverse1999.zip) | ![pattern_0_0](../2134/previews/pattern_0_0.png) | ![pattern_0_1](../2134/previews/pattern_0_1.png) | ![pattern_1_0](../2134/previews/pattern_1_0.png) | ![pattern_1_1](../2134/previews/pattern_1_1.png) | ![pattern_2](../2134/previews/pattern_2.png) | ![pattern_3_0](../2134/previews/pattern_3_0.png) | ![pattern_3_1](../2134/previews/pattern_3_1.png) | ![pattern_4](../2134/previews/pattern_4.png) | ![pattern_5](../2134/previews/pattern_5.png) | ![pattern_6](../2134/previews/pattern_6.png) | ![pattern_7_0](../2134/previews/pattern_7_0.png) | ![pattern_7_1](../2134/previews/pattern_7_1.png) | ![pattern_8](../2134/previews/pattern_8.png) | ![pattern_9](../2134/previews/pattern_9.png) | ![pattern_10_0](../2134/previews/pattern_10_0.png) | ![pattern_10_1](../2134/previews/pattern_10_1.png) | ![portrait_0](../2134/previews/portrait_0.png) | ![portrait_1](../2134/previews/portrait_1.png) | ![portrait_2](../2134/previews/portrait_2.png) | ![full_body_0](../2134/previews/full_body_0.png) | ![full_body_1](../2134/previews/full_body_1.png) | ![profile_0](../2134/previews/profile_0.png) | ![profile_1](../2134/previews/profile_1.png) | ![free_0](../2134/previews/free_0.png) | ![free_1](../2134/previews/free_1.png) | ![shorts](../2134/previews/shorts.png) | ![maid_0](../2134/previews/maid_0.png) | ![maid_1](../2134/previews/maid_1.png) | ![miko](../2134/previews/miko.png) | ![yukata](../2134/previews/yukata.png) | ![suit](../2134/previews/suit.png) | ![china](../2134/previews/china.png) | ![bikini_0](../2134/previews/bikini_0.png) | ![bikini_1](../2134/previews/bikini_1.png) | ![bikini_2](../2134/previews/bikini_2.png) | ![sit](../2134/previews/sit.png) | ![squat](../2134/previews/squat.png) | ![kneel](../2134/previews/kneel.png) | ![jump](../2134/previews/jump.png) | ![crossed_arms](../2134/previews/crossed_arms.png) | ![angry](../2134/previews/angry.png) | ![smile](../2134/previews/smile.png) | ![cry](../2134/previews/cry.png) | ![grin](../2134/previews/grin.png) | ![n_lie_0](../2134/previews/n_lie_0.png) | ![n_lie_1](../2134/previews/n_lie_1.png) | ![n_stand_0](../2134/previews/n_stand_0.png) | ![n_stand_1](../2134/previews/n_stand_1.png) | ![n_stand_2](../2134/previews/n_stand_2.png) | ![n_sex_0](../2134/previews/n_sex_0.png) | ![n_sex_1](../2134/previews/n_sex_1.png) | +| 1940 | 20 | 0.919 | 0.965 | 0.792 | 0.646 | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/1940/sonetto_reverse1999.zip) | ![pattern_0_0](../1940/previews/pattern_0_0.png) | ![pattern_0_1](../1940/previews/pattern_0_1.png) | ![pattern_1_0](../1940/previews/pattern_1_0.png) | ![pattern_1_1](../1940/previews/pattern_1_1.png) | ![pattern_2](../1940/previews/pattern_2.png) | ![pattern_3_0](../1940/previews/pattern_3_0.png) | ![pattern_3_1](../1940/previews/pattern_3_1.png) | ![pattern_4](../1940/previews/pattern_4.png) | ![pattern_5](../1940/previews/pattern_5.png) | ![pattern_6](../1940/previews/pattern_6.png) | ![pattern_7_0](../1940/previews/pattern_7_0.png) | ![pattern_7_1](../1940/previews/pattern_7_1.png) | ![pattern_8](../1940/previews/pattern_8.png) | ![pattern_9](../1940/previews/pattern_9.png) | ![pattern_10_0](../1940/previews/pattern_10_0.png) | ![pattern_10_1](../1940/previews/pattern_10_1.png) | ![portrait_0](../1940/previews/portrait_0.png) | ![portrait_1](../1940/previews/portrait_1.png) | ![portrait_2](../1940/previews/portrait_2.png) | ![full_body_0](../1940/previews/full_body_0.png) | ![full_body_1](../1940/previews/full_body_1.png) | ![profile_0](../1940/previews/profile_0.png) | ![profile_1](../1940/previews/profile_1.png) | ![free_0](../1940/previews/free_0.png) | ![free_1](../1940/previews/free_1.png) | ![shorts](../1940/previews/shorts.png) | ![maid_0](../1940/previews/maid_0.png) | ![maid_1](../1940/previews/maid_1.png) | ![miko](../1940/previews/miko.png) | ![yukata](../1940/previews/yukata.png) | ![suit](../1940/previews/suit.png) | ![china](../1940/previews/china.png) | ![bikini_0](../1940/previews/bikini_0.png) | ![bikini_1](../1940/previews/bikini_1.png) | ![bikini_2](../1940/previews/bikini_2.png) | ![sit](../1940/previews/sit.png) | ![squat](../1940/previews/squat.png) | ![kneel](../1940/previews/kneel.png) | ![jump](../1940/previews/jump.png) | ![crossed_arms](../1940/previews/crossed_arms.png) | ![angry](../1940/previews/angry.png) | ![smile](../1940/previews/smile.png) | ![cry](../1940/previews/cry.png) | ![grin](../1940/previews/grin.png) | ![n_lie_0](../1940/previews/n_lie_0.png) | ![n_lie_1](../1940/previews/n_lie_1.png) | ![n_stand_0](../1940/previews/n_stand_0.png) | ![n_stand_1](../1940/previews/n_stand_1.png) | ![n_stand_2](../1940/previews/n_stand_2.png) | ![n_sex_0](../1940/previews/n_sex_0.png) | ![n_sex_1](../1940/previews/n_sex_1.png) | +| 1746 | 18 | 0.928 | 0.934 | 0.803 | 0.740 | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/1746/sonetto_reverse1999.zip) | ![pattern_0_0](../1746/previews/pattern_0_0.png) | ![pattern_0_1](../1746/previews/pattern_0_1.png) | ![pattern_1_0](../1746/previews/pattern_1_0.png) | ![pattern_1_1](../1746/previews/pattern_1_1.png) | ![pattern_2](../1746/previews/pattern_2.png) | ![pattern_3_0](../1746/previews/pattern_3_0.png) | ![pattern_3_1](../1746/previews/pattern_3_1.png) | ![pattern_4](../1746/previews/pattern_4.png) | ![pattern_5](../1746/previews/pattern_5.png) | ![pattern_6](../1746/previews/pattern_6.png) | ![pattern_7_0](../1746/previews/pattern_7_0.png) | ![pattern_7_1](../1746/previews/pattern_7_1.png) | ![pattern_8](../1746/previews/pattern_8.png) | ![pattern_9](../1746/previews/pattern_9.png) | ![pattern_10_0](../1746/previews/pattern_10_0.png) | ![pattern_10_1](../1746/previews/pattern_10_1.png) | ![portrait_0](../1746/previews/portrait_0.png) | ![portrait_1](../1746/previews/portrait_1.png) | ![portrait_2](../1746/previews/portrait_2.png) | ![full_body_0](../1746/previews/full_body_0.png) | ![full_body_1](../1746/previews/full_body_1.png) | ![profile_0](../1746/previews/profile_0.png) | ![profile_1](../1746/previews/profile_1.png) | ![free_0](../1746/previews/free_0.png) | ![free_1](../1746/previews/free_1.png) | ![shorts](../1746/previews/shorts.png) | ![maid_0](../1746/previews/maid_0.png) | ![maid_1](../1746/previews/maid_1.png) | ![miko](../1746/previews/miko.png) | ![yukata](../1746/previews/yukata.png) | ![suit](../1746/previews/suit.png) | ![china](../1746/previews/china.png) | ![bikini_0](../1746/previews/bikini_0.png) | ![bikini_1](../1746/previews/bikini_1.png) | ![bikini_2](../1746/previews/bikini_2.png) | ![sit](../1746/previews/sit.png) | ![squat](../1746/previews/squat.png) | ![kneel](../1746/previews/kneel.png) | ![jump](../1746/previews/jump.png) | ![crossed_arms](../1746/previews/crossed_arms.png) | ![angry](../1746/previews/angry.png) | ![smile](../1746/previews/smile.png) | ![cry](../1746/previews/cry.png) | ![grin](../1746/previews/grin.png) | ![n_lie_0](../1746/previews/n_lie_0.png) | ![n_lie_1](../1746/previews/n_lie_1.png) | ![n_stand_0](../1746/previews/n_stand_0.png) | ![n_stand_1](../1746/previews/n_stand_1.png) | ![n_stand_2](../1746/previews/n_stand_2.png) | ![n_sex_0](../1746/previews/n_sex_0.png) | ![n_sex_1](../1746/previews/n_sex_1.png) | +| 1552 | 16 | 0.911 | **0.969** | 0.799 | 0.615 | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/1552/sonetto_reverse1999.zip) | ![pattern_0_0](../1552/previews/pattern_0_0.png) | ![pattern_0_1](../1552/previews/pattern_0_1.png) | ![pattern_1_0](../1552/previews/pattern_1_0.png) | ![pattern_1_1](../1552/previews/pattern_1_1.png) | ![pattern_2](../1552/previews/pattern_2.png) | ![pattern_3_0](../1552/previews/pattern_3_0.png) | ![pattern_3_1](../1552/previews/pattern_3_1.png) | ![pattern_4](../1552/previews/pattern_4.png) | ![pattern_5](../1552/previews/pattern_5.png) | ![pattern_6](../1552/previews/pattern_6.png) | ![pattern_7_0](../1552/previews/pattern_7_0.png) | ![pattern_7_1](../1552/previews/pattern_7_1.png) | ![pattern_8](../1552/previews/pattern_8.png) | ![pattern_9](../1552/previews/pattern_9.png) | ![pattern_10_0](../1552/previews/pattern_10_0.png) | ![pattern_10_1](../1552/previews/pattern_10_1.png) | ![portrait_0](../1552/previews/portrait_0.png) | ![portrait_1](../1552/previews/portrait_1.png) | ![portrait_2](../1552/previews/portrait_2.png) | ![full_body_0](../1552/previews/full_body_0.png) | ![full_body_1](../1552/previews/full_body_1.png) | ![profile_0](../1552/previews/profile_0.png) | ![profile_1](../1552/previews/profile_1.png) | ![free_0](../1552/previews/free_0.png) | ![free_1](../1552/previews/free_1.png) | ![shorts](../1552/previews/shorts.png) | ![maid_0](../1552/previews/maid_0.png) | ![maid_1](../1552/previews/maid_1.png) | ![miko](../1552/previews/miko.png) | ![yukata](../1552/previews/yukata.png) | ![suit](../1552/previews/suit.png) | ![china](../1552/previews/china.png) | ![bikini_0](../1552/previews/bikini_0.png) | ![bikini_1](../1552/previews/bikini_1.png) | ![bikini_2](../1552/previews/bikini_2.png) | ![sit](../1552/previews/sit.png) | ![squat](../1552/previews/squat.png) | ![kneel](../1552/previews/kneel.png) | ![jump](../1552/previews/jump.png) | ![crossed_arms](../1552/previews/crossed_arms.png) | ![angry](../1552/previews/angry.png) | ![smile](../1552/previews/smile.png) | ![cry](../1552/previews/cry.png) | ![grin](../1552/previews/grin.png) | ![n_lie_0](../1552/previews/n_lie_0.png) | ![n_lie_1](../1552/previews/n_lie_1.png) | ![n_stand_0](../1552/previews/n_stand_0.png) | ![n_stand_1](../1552/previews/n_stand_1.png) | ![n_stand_2](../1552/previews/n_stand_2.png) | ![n_sex_0](../1552/previews/n_sex_0.png) | ![n_sex_1](../1552/previews/n_sex_1.png) | +| 1358 | 14 | 0.898 | 0.955 | 0.805 | 0.521 | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/1358/sonetto_reverse1999.zip) | ![pattern_0_0](../1358/previews/pattern_0_0.png) | ![pattern_0_1](../1358/previews/pattern_0_1.png) | ![pattern_1_0](../1358/previews/pattern_1_0.png) | ![pattern_1_1](../1358/previews/pattern_1_1.png) | ![pattern_2](../1358/previews/pattern_2.png) | ![pattern_3_0](../1358/previews/pattern_3_0.png) | ![pattern_3_1](../1358/previews/pattern_3_1.png) | ![pattern_4](../1358/previews/pattern_4.png) | ![pattern_5](../1358/previews/pattern_5.png) | ![pattern_6](../1358/previews/pattern_6.png) | ![pattern_7_0](../1358/previews/pattern_7_0.png) | ![pattern_7_1](../1358/previews/pattern_7_1.png) | ![pattern_8](../1358/previews/pattern_8.png) | ![pattern_9](../1358/previews/pattern_9.png) | ![pattern_10_0](../1358/previews/pattern_10_0.png) | ![pattern_10_1](../1358/previews/pattern_10_1.png) | ![portrait_0](../1358/previews/portrait_0.png) | ![portrait_1](../1358/previews/portrait_1.png) | ![portrait_2](../1358/previews/portrait_2.png) | ![full_body_0](../1358/previews/full_body_0.png) | ![full_body_1](../1358/previews/full_body_1.png) | ![profile_0](../1358/previews/profile_0.png) | ![profile_1](../1358/previews/profile_1.png) | ![free_0](../1358/previews/free_0.png) | ![free_1](../1358/previews/free_1.png) | ![shorts](../1358/previews/shorts.png) | ![maid_0](../1358/previews/maid_0.png) | ![maid_1](../1358/previews/maid_1.png) | ![miko](../1358/previews/miko.png) | ![yukata](../1358/previews/yukata.png) | ![suit](../1358/previews/suit.png) | ![china](../1358/previews/china.png) | ![bikini_0](../1358/previews/bikini_0.png) | ![bikini_1](../1358/previews/bikini_1.png) | ![bikini_2](../1358/previews/bikini_2.png) | ![sit](../1358/previews/sit.png) | ![squat](../1358/previews/squat.png) | ![kneel](../1358/previews/kneel.png) | ![jump](../1358/previews/jump.png) | ![crossed_arms](../1358/previews/crossed_arms.png) | ![angry](../1358/previews/angry.png) | ![smile](../1358/previews/smile.png) | ![cry](../1358/previews/cry.png) | ![grin](../1358/previews/grin.png) | ![n_lie_0](../1358/previews/n_lie_0.png) | ![n_lie_1](../1358/previews/n_lie_1.png) | ![n_stand_0](../1358/previews/n_stand_0.png) | ![n_stand_1](../1358/previews/n_stand_1.png) | ![n_stand_2](../1358/previews/n_stand_2.png) | ![n_sex_0](../1358/previews/n_sex_0.png) | ![n_sex_1](../1358/previews/n_sex_1.png) | +| 1164 | 12 | 0.913 | 0.954 | **0.808** | 0.642 | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/1164/sonetto_reverse1999.zip) | ![pattern_0_0](../1164/previews/pattern_0_0.png) | ![pattern_0_1](../1164/previews/pattern_0_1.png) | ![pattern_1_0](../1164/previews/pattern_1_0.png) | ![pattern_1_1](../1164/previews/pattern_1_1.png) | ![pattern_2](../1164/previews/pattern_2.png) | ![pattern_3_0](../1164/previews/pattern_3_0.png) | ![pattern_3_1](../1164/previews/pattern_3_1.png) | ![pattern_4](../1164/previews/pattern_4.png) | ![pattern_5](../1164/previews/pattern_5.png) | ![pattern_6](../1164/previews/pattern_6.png) | ![pattern_7_0](../1164/previews/pattern_7_0.png) | ![pattern_7_1](../1164/previews/pattern_7_1.png) | ![pattern_8](../1164/previews/pattern_8.png) | ![pattern_9](../1164/previews/pattern_9.png) | ![pattern_10_0](../1164/previews/pattern_10_0.png) | ![pattern_10_1](../1164/previews/pattern_10_1.png) | ![portrait_0](../1164/previews/portrait_0.png) | ![portrait_1](../1164/previews/portrait_1.png) | ![portrait_2](../1164/previews/portrait_2.png) | ![full_body_0](../1164/previews/full_body_0.png) | ![full_body_1](../1164/previews/full_body_1.png) | ![profile_0](../1164/previews/profile_0.png) | ![profile_1](../1164/previews/profile_1.png) | ![free_0](../1164/previews/free_0.png) | ![free_1](../1164/previews/free_1.png) | ![shorts](../1164/previews/shorts.png) | ![maid_0](../1164/previews/maid_0.png) | ![maid_1](../1164/previews/maid_1.png) | ![miko](../1164/previews/miko.png) | ![yukata](../1164/previews/yukata.png) | ![suit](../1164/previews/suit.png) | ![china](../1164/previews/china.png) | ![bikini_0](../1164/previews/bikini_0.png) | ![bikini_1](../1164/previews/bikini_1.png) | ![bikini_2](../1164/previews/bikini_2.png) | ![sit](../1164/previews/sit.png) | ![squat](../1164/previews/squat.png) | ![kneel](../1164/previews/kneel.png) | ![jump](../1164/previews/jump.png) | ![crossed_arms](../1164/previews/crossed_arms.png) | ![angry](../1164/previews/angry.png) | ![smile](../1164/previews/smile.png) | ![cry](../1164/previews/cry.png) | ![grin](../1164/previews/grin.png) | ![n_lie_0](../1164/previews/n_lie_0.png) | ![n_lie_1](../1164/previews/n_lie_1.png) | ![n_stand_0](../1164/previews/n_stand_0.png) | ![n_stand_1](../1164/previews/n_stand_1.png) | ![n_stand_2](../1164/previews/n_stand_2.png) | ![n_sex_0](../1164/previews/n_sex_0.png) | ![n_sex_1](../1164/previews/n_sex_1.png) | + diff --git a/all/1.md b/all/1.md new file mode 100644 index 0000000000000000000000000000000000000000..1755538bed3cb551a52a7f3c5b6545f36aa403da --- /dev/null +++ b/all/1.md @@ -0,0 +1,10 @@ +# Steps From 194 to 970 + +| Step | Epoch | CCIP | AI Corrupt | Bikini Plus | Score | Download | pattern_0_0 | pattern_0_1 | pattern_1_0 | pattern_1_1 | pattern_2 | pattern_3_0 | pattern_3_1 | pattern_4 | pattern_5 | pattern_6 | pattern_7_0 | pattern_7_1 | pattern_8 | pattern_9 | pattern_10_0 | pattern_10_1 | portrait_0 | portrait_1 | portrait_2 | full_body_0 | full_body_1 | profile_0 | profile_1 | free_0 | free_1 | shorts | maid_0 | maid_1 | miko | yukata | suit | china | bikini_0 | bikini_1 | bikini_2 | sit | squat | kneel | jump | crossed_arms | angry | smile | cry | grin | n_lie_0 | n_lie_1 | n_stand_0 | n_stand_1 | n_stand_2 | n_sex_0 | n_sex_1 | +|-------:|--------:|:----------|:-------------|:--------------|:----------|:-----------------------------------------------------------------------------------------------------------|:------------------------------------------------|:------------------------------------------------|:------------------------------------------------|:------------------------------------------------|:--------------------------------------------|:------------------------------------------------|:------------------------------------------------|:--------------------------------------------|:--------------------------------------------|:--------------------------------------------|:------------------------------------------------|:------------------------------------------------|:--------------------------------------------|:--------------------------------------------|:--------------------------------------------------|:--------------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------------|:------------------------------------------------|:--------------------------------------------|:--------------------------------------------|:--------------------------------------|:--------------------------------------|:--------------------------------------|:--------------------------------------|:--------------------------------------|:----------------------------------|:--------------------------------------|:----------------------------------|:------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------------|:--------------------------------|:------------------------------------|:------------------------------------|:----------------------------------|:--------------------------------------------------|:------------------------------------|:------------------------------------|:--------------------------------|:----------------------------------|:----------------------------------------|:----------------------------------------|:--------------------------------------------|:--------------------------------------------|:--------------------------------------------|:----------------------------------------|:----------------------------------------| +| 970 | 10 | 0.905 | 0.959 | 0.808 | 0.577 | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/970/sonetto_reverse1999.zip) | ![pattern_0_0](../970/previews/pattern_0_0.png) | ![pattern_0_1](../970/previews/pattern_0_1.png) | ![pattern_1_0](../970/previews/pattern_1_0.png) | ![pattern_1_1](../970/previews/pattern_1_1.png) | ![pattern_2](../970/previews/pattern_2.png) | ![pattern_3_0](../970/previews/pattern_3_0.png) | ![pattern_3_1](../970/previews/pattern_3_1.png) | ![pattern_4](../970/previews/pattern_4.png) | ![pattern_5](../970/previews/pattern_5.png) | ![pattern_6](../970/previews/pattern_6.png) | ![pattern_7_0](../970/previews/pattern_7_0.png) | ![pattern_7_1](../970/previews/pattern_7_1.png) | ![pattern_8](../970/previews/pattern_8.png) | ![pattern_9](../970/previews/pattern_9.png) | ![pattern_10_0](../970/previews/pattern_10_0.png) | ![pattern_10_1](../970/previews/pattern_10_1.png) | ![portrait_0](../970/previews/portrait_0.png) | ![portrait_1](../970/previews/portrait_1.png) | ![portrait_2](../970/previews/portrait_2.png) | ![full_body_0](../970/previews/full_body_0.png) | ![full_body_1](../970/previews/full_body_1.png) | ![profile_0](../970/previews/profile_0.png) | ![profile_1](../970/previews/profile_1.png) | ![free_0](../970/previews/free_0.png) | ![free_1](../970/previews/free_1.png) | ![shorts](../970/previews/shorts.png) | ![maid_0](../970/previews/maid_0.png) | ![maid_1](../970/previews/maid_1.png) | ![miko](../970/previews/miko.png) | ![yukata](../970/previews/yukata.png) | ![suit](../970/previews/suit.png) | ![china](../970/previews/china.png) | ![bikini_0](../970/previews/bikini_0.png) | ![bikini_1](../970/previews/bikini_1.png) | ![bikini_2](../970/previews/bikini_2.png) | ![sit](../970/previews/sit.png) | ![squat](../970/previews/squat.png) | ![kneel](../970/previews/kneel.png) | ![jump](../970/previews/jump.png) | ![crossed_arms](../970/previews/crossed_arms.png) | ![angry](../970/previews/angry.png) | ![smile](../970/previews/smile.png) | ![cry](../970/previews/cry.png) | ![grin](../970/previews/grin.png) | ![n_lie_0](../970/previews/n_lie_0.png) | ![n_lie_1](../970/previews/n_lie_1.png) | ![n_stand_0](../970/previews/n_stand_0.png) | ![n_stand_1](../970/previews/n_stand_1.png) | ![n_stand_2](../970/previews/n_stand_2.png) | ![n_sex_0](../970/previews/n_sex_0.png) | ![n_sex_1](../970/previews/n_sex_1.png) | +| 776 | 8 | 0.913 | 0.953 | 0.804 | 0.637 | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/776/sonetto_reverse1999.zip) | ![pattern_0_0](../776/previews/pattern_0_0.png) | ![pattern_0_1](../776/previews/pattern_0_1.png) | ![pattern_1_0](../776/previews/pattern_1_0.png) | ![pattern_1_1](../776/previews/pattern_1_1.png) | ![pattern_2](../776/previews/pattern_2.png) | ![pattern_3_0](../776/previews/pattern_3_0.png) | ![pattern_3_1](../776/previews/pattern_3_1.png) | ![pattern_4](../776/previews/pattern_4.png) | ![pattern_5](../776/previews/pattern_5.png) | ![pattern_6](../776/previews/pattern_6.png) | ![pattern_7_0](../776/previews/pattern_7_0.png) | ![pattern_7_1](../776/previews/pattern_7_1.png) | ![pattern_8](../776/previews/pattern_8.png) | ![pattern_9](../776/previews/pattern_9.png) | ![pattern_10_0](../776/previews/pattern_10_0.png) | ![pattern_10_1](../776/previews/pattern_10_1.png) | ![portrait_0](../776/previews/portrait_0.png) | ![portrait_1](../776/previews/portrait_1.png) | ![portrait_2](../776/previews/portrait_2.png) | ![full_body_0](../776/previews/full_body_0.png) | ![full_body_1](../776/previews/full_body_1.png) | ![profile_0](../776/previews/profile_0.png) | ![profile_1](../776/previews/profile_1.png) | ![free_0](../776/previews/free_0.png) | ![free_1](../776/previews/free_1.png) | ![shorts](../776/previews/shorts.png) | ![maid_0](../776/previews/maid_0.png) | ![maid_1](../776/previews/maid_1.png) | ![miko](../776/previews/miko.png) | ![yukata](../776/previews/yukata.png) | ![suit](../776/previews/suit.png) | ![china](../776/previews/china.png) | ![bikini_0](../776/previews/bikini_0.png) | ![bikini_1](../776/previews/bikini_1.png) | ![bikini_2](../776/previews/bikini_2.png) | ![sit](../776/previews/sit.png) | ![squat](../776/previews/squat.png) | ![kneel](../776/previews/kneel.png) | ![jump](../776/previews/jump.png) | ![crossed_arms](../776/previews/crossed_arms.png) | ![angry](../776/previews/angry.png) | ![smile](../776/previews/smile.png) | ![cry](../776/previews/cry.png) | ![grin](../776/previews/grin.png) | ![n_lie_0](../776/previews/n_lie_0.png) | ![n_lie_1](../776/previews/n_lie_1.png) | ![n_stand_0](../776/previews/n_stand_0.png) | ![n_stand_1](../776/previews/n_stand_1.png) | ![n_stand_2](../776/previews/n_stand_2.png) | ![n_sex_0](../776/previews/n_sex_0.png) | ![n_sex_1](../776/previews/n_sex_1.png) | +| 582 | 6 | **0.924** | 0.939 | 0.802 | **0.706** | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/582/sonetto_reverse1999.zip) | ![pattern_0_0](../582/previews/pattern_0_0.png) | ![pattern_0_1](../582/previews/pattern_0_1.png) | ![pattern_1_0](../582/previews/pattern_1_0.png) | ![pattern_1_1](../582/previews/pattern_1_1.png) | ![pattern_2](../582/previews/pattern_2.png) | ![pattern_3_0](../582/previews/pattern_3_0.png) | ![pattern_3_1](../582/previews/pattern_3_1.png) | ![pattern_4](../582/previews/pattern_4.png) | ![pattern_5](../582/previews/pattern_5.png) | ![pattern_6](../582/previews/pattern_6.png) | ![pattern_7_0](../582/previews/pattern_7_0.png) | ![pattern_7_1](../582/previews/pattern_7_1.png) | ![pattern_8](../582/previews/pattern_8.png) | ![pattern_9](../582/previews/pattern_9.png) | ![pattern_10_0](../582/previews/pattern_10_0.png) | ![pattern_10_1](../582/previews/pattern_10_1.png) | ![portrait_0](../582/previews/portrait_0.png) | ![portrait_1](../582/previews/portrait_1.png) | ![portrait_2](../582/previews/portrait_2.png) | ![full_body_0](../582/previews/full_body_0.png) | ![full_body_1](../582/previews/full_body_1.png) | ![profile_0](../582/previews/profile_0.png) | ![profile_1](../582/previews/profile_1.png) | ![free_0](../582/previews/free_0.png) | ![free_1](../582/previews/free_1.png) | ![shorts](../582/previews/shorts.png) | ![maid_0](../582/previews/maid_0.png) | ![maid_1](../582/previews/maid_1.png) | ![miko](../582/previews/miko.png) | ![yukata](../582/previews/yukata.png) | ![suit](../582/previews/suit.png) | ![china](../582/previews/china.png) | ![bikini_0](../582/previews/bikini_0.png) | ![bikini_1](../582/previews/bikini_1.png) | ![bikini_2](../582/previews/bikini_2.png) | ![sit](../582/previews/sit.png) | ![squat](../582/previews/squat.png) | ![kneel](../582/previews/kneel.png) | ![jump](../582/previews/jump.png) | ![crossed_arms](../582/previews/crossed_arms.png) | ![angry](../582/previews/angry.png) | ![smile](../582/previews/smile.png) | ![cry](../582/previews/cry.png) | ![grin](../582/previews/grin.png) | ![n_lie_0](../582/previews/n_lie_0.png) | ![n_lie_1](../582/previews/n_lie_1.png) | ![n_stand_0](../582/previews/n_stand_0.png) | ![n_stand_1](../582/previews/n_stand_1.png) | ![n_stand_2](../582/previews/n_stand_2.png) | ![n_sex_0](../582/previews/n_sex_0.png) | ![n_sex_1](../582/previews/n_sex_1.png) | +| 388 | 4 | 0.901 | **0.963** | **0.814** | 0.552 | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/388/sonetto_reverse1999.zip) | ![pattern_0_0](../388/previews/pattern_0_0.png) | ![pattern_0_1](../388/previews/pattern_0_1.png) | ![pattern_1_0](../388/previews/pattern_1_0.png) | ![pattern_1_1](../388/previews/pattern_1_1.png) | ![pattern_2](../388/previews/pattern_2.png) | ![pattern_3_0](../388/previews/pattern_3_0.png) | ![pattern_3_1](../388/previews/pattern_3_1.png) | ![pattern_4](../388/previews/pattern_4.png) | ![pattern_5](../388/previews/pattern_5.png) | 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![china](../388/previews/china.png) | ![bikini_0](../388/previews/bikini_0.png) | ![bikini_1](../388/previews/bikini_1.png) | ![bikini_2](../388/previews/bikini_2.png) | ![sit](../388/previews/sit.png) | ![squat](../388/previews/squat.png) | ![kneel](../388/previews/kneel.png) | ![jump](../388/previews/jump.png) | ![crossed_arms](../388/previews/crossed_arms.png) | ![angry](../388/previews/angry.png) | ![smile](../388/previews/smile.png) | ![cry](../388/previews/cry.png) | ![grin](../388/previews/grin.png) | ![n_lie_0](../388/previews/n_lie_0.png) | ![n_lie_1](../388/previews/n_lie_1.png) | ![n_stand_0](../388/previews/n_stand_0.png) | ![n_stand_1](../388/previews/n_stand_1.png) | ![n_stand_2](../388/previews/n_stand_2.png) | ![n_sex_0](../388/previews/n_sex_0.png) | ![n_sex_1](../388/previews/n_sex_1.png) | +| 194 | 2 | 0.825 | 0.955 | 0.808 | 0.000 | [Download](https://huggingface.co/CyberHarem/sonetto_reverse1999/resolve/main/194/sonetto_reverse1999.zip) | ![pattern_0_0](../194/previews/pattern_0_0.png) | ![pattern_0_1](../194/previews/pattern_0_1.png) | ![pattern_1_0](../194/previews/pattern_1_0.png) | ![pattern_1_1](../194/previews/pattern_1_1.png) | ![pattern_2](../194/previews/pattern_2.png) | ![pattern_3_0](../194/previews/pattern_3_0.png) | ![pattern_3_1](../194/previews/pattern_3_1.png) | ![pattern_4](../194/previews/pattern_4.png) | ![pattern_5](../194/previews/pattern_5.png) | ![pattern_6](../194/previews/pattern_6.png) | ![pattern_7_0](../194/previews/pattern_7_0.png) | ![pattern_7_1](../194/previews/pattern_7_1.png) | ![pattern_8](../194/previews/pattern_8.png) | ![pattern_9](../194/previews/pattern_9.png) | ![pattern_10_0](../194/previews/pattern_10_0.png) | ![pattern_10_1](../194/previews/pattern_10_1.png) | ![portrait_0](../194/previews/portrait_0.png) | ![portrait_1](../194/previews/portrait_1.png) | ![portrait_2](../194/previews/portrait_2.png) | ![full_body_0](../194/previews/full_body_0.png) | ![full_body_1](../194/previews/full_body_1.png) | ![profile_0](../194/previews/profile_0.png) | ![profile_1](../194/previews/profile_1.png) | ![free_0](../194/previews/free_0.png) | ![free_1](../194/previews/free_1.png) | ![shorts](../194/previews/shorts.png) | ![maid_0](../194/previews/maid_0.png) | ![maid_1](../194/previews/maid_1.png) | ![miko](../194/previews/miko.png) | ![yukata](../194/previews/yukata.png) | ![suit](../194/previews/suit.png) | ![china](../194/previews/china.png) | ![bikini_0](../194/previews/bikini_0.png) | ![bikini_1](../194/previews/bikini_1.png) | ![bikini_2](../194/previews/bikini_2.png) | ![sit](../194/previews/sit.png) | ![squat](../194/previews/squat.png) | ![kneel](../194/previews/kneel.png) | ![jump](../194/previews/jump.png) | ![crossed_arms](../194/previews/crossed_arms.png) | ![angry](../194/previews/angry.png) | ![smile](../194/previews/smile.png) | ![cry](../194/previews/cry.png) | ![grin](../194/previews/grin.png) | 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+[ARB] +bucket_no_upscale = false +bucket_reso_steps = 64 +enable_bucket = true +max_bucket_reso = 1584 +min_bucket_reso = 327 + +[Attention] +mem_eff_attn = false +xformers = true + +[Basics] +clip_skip = 2 +max_train_epochs = 30 +max_train_steps = 1073741824 +pretrained_model_name_or_path = "******" +resolution = "720,720" +seed = 342422891 +train_data_dir = "******" + +[Cache_latents] +cache_latents = true +vae_batch_size = 1 +cache_latents_to_disk = true + +[Captions] +shuffle_caption = true +caption_extension = ".txt" +keep_tokens = 1 +caption_dropout_rate = 0.05 +caption_dropout_every_n_epochs = 0 +caption_tag_dropout_rate = 0.0 +max_token_length = 150 +weighted_captions = false +token_warmup_min = 1 +token_warmup_step = 0 + +[Data_augmentation] +color_aug = false +flip_aug = false +random_crop = false + +[Dataset] +max_data_loader_n_workers = 8 +persistent_data_loader_workers = true +dataset_repeats = 1 + +[Debugging] +debug_dataset = false + +[Deprecated] +use_8bit_adam = false +use_lion_optimizer = false +learning_rate = 0.0002 + +[Further_improvement] +min_snr_gamma = 0 +multires_noise_discount = 0.3 +multires_noise_iterations = 6 + +[Huggingface] +save_state_to_huggingface = false +resume_from_huggingface = false +async_upload = false + +[Logging] +logging_dir = "******" +log_with = "tensorboard" +log_prefix = "lora_" + +[Lr_scheduler] +lr_scheduler_type = "" +lr_scheduler = "constant" +lr_warmup_steps = 0 +lr_scheduler_num_cycles = 1 +lr_scheduler_power = 1.0 + +[LyCORIS] +network_module = "lycoris.kohya" +network_args = [ "preset=attn-mlp", "algo=lora",] + +[Network_setup] +dim_from_weights = false +network_alpha = 2 +network_dim = 8 +network_dropout = 0 +network_train_text_encoder_only = false +network_train_unet_only = true +resume = false + +[Optimizer] +gradient_accumulation_steps = 1 +gradient_checkpointing = true +max_grad_norm = 1.0 +optimizer_args = [ "weight_decay=0.1", "betas=0.9,0.99",] +optimizer_type = "AdamW8bit" +text_encoder_lr = 0.0006 +train_batch_size = 8 +unet_lr = 0.0006 + +[Others] +lowram = false +training_comment = "narugo1992's automated LoRA training, based on nebulae's config." + +[Regularization] +prior_loss_weight = 1.0 + +[SDv2] +v2 = false +v_parameterization = false +scale_v_pred_loss_like_noise_pred = false + +[Sampling_during_training] +sample_sampler = "ddim" + +[Save] +output_dir = "******" +output_name = "sonetto_reverse1999" +save_every_n_epochs = 2 +save_every_n_steps = 1073741824 +save_last_n_steps = 200 +save_last_n_steps_state = 1 +save_model_as = "safetensors" +save_precision = "fp16" +save_state = false + +[Training_preciscion] +mixed_precision = "fp16" +full_fp16 = false +full_bf16 = false