Upload model for amiya/アーミヤ/阿米娅 (Arknights)., on 2024-01-25 21:56:18 CST
Browse files- 1000/amiya_arknights.zip +1 -1
- 1250/amiya_arknights.zip +1 -1
- 1500/amiya_arknights.zip +1 -1
- 1750/amiya_arknights.zip +1 -1
- 2000/amiya_arknights.zip +1 -1
- 2250/amiya_arknights.zip +1 -1
- 250/amiya_arknights.zip +1 -1
- 2500/amiya_arknights.zip +1 -1
- 500/amiya_arknights.zip +1 -1
- 750/amiya_arknights.zip +1 -1
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README.md
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# Lora of amiya/アーミヤ/阿米娅 (Arknights)
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## What Is This?
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* This model is trained with [HCP-Diffusion](https://github.com/7eu7d7/HCP-Diffusion).
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* The [auto-training framework](https://github.com/deepghs/cyberharem) is maintained by [DeepGHS Team](https://huggingface.co/deepghs).
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* The base model used for training is [deepghs/animefull-latest](https://huggingface.co/deepghs/animefull-latest),
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* Dataset used for training is the `stage3-p480-800` in CyberHarem/amiya_arknights(https://huggingface.co/datasets/CyberHarem/amiya_arknights), which contains 1297 images.
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* Batch size is 4, resolution is 720x720, clustering into 5 buckets.
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* Batch size for regularization dataset is 1, resolution is 720x720, clustering into 20 buckets.
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* Trained for 10000 steps.
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* Pruned core tags for this waifu are `animal_ears, rabbit_ears, brown_hair, long_hair, blue_eyes, bangs, hair_between_eyes, sidelocks, ponytail, very_long_hair`. You do NOT have to
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## How to Use It?
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Here are the preview of the recommended steps
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| Step | Epoch | Score | Download
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| 1250 | 4 | 0.757 | [Download](https://huggingface.co/
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| 1750 | 6 | 0.753 | [Download](https://huggingface.co/
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| 750 | 3 | 0.686 | [Download](https://huggingface.co/
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| 1500 | 5 | 0.685 | [Download](https://huggingface.co/
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| 2500 | 8 | 0.673 | [Download](https://huggingface.co/
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## Anything Else?
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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.
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5. Individuals who finds the generated image content offensive to their values.
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---
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license: mit
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datasets:
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- CyberHarem/amiya_arknights
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pipeline_tag: text-to-image
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tags:
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- art
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- not-for-all-audiences
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---
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# Lora of amiya/アーミヤ/阿米娅 (Arknights)
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## What Is This?
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* This model is trained with [HCP-Diffusion](https://github.com/7eu7d7/HCP-Diffusion).
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* The [auto-training framework](https://github.com/deepghs/cyberharem) is maintained by [DeepGHS Team](https://huggingface.co/deepghs).
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* The base model used for training is [deepghs/animefull-latest](https://huggingface.co/deepghs/animefull-latest),
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* Dataset used for training is the `stage3-p480-800` in [CyberHarem/amiya_arknights](https://huggingface.co/datasets/CyberHarem/amiya_arknights), which contains 1297 images.
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* Batch size is 4, resolution is 720x720, clustering into 5 buckets.
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* Batch size for regularization dataset is 1, resolution is 720x720, clustering into 20 buckets.
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* Trained for 10000 steps.
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* Pruned core tags for this waifu are `animal_ears, rabbit_ears, brown_hair, long_hair, blue_eyes, bangs, hair_between_eyes, sidelocks, ponytail, very_long_hair`. You do NOT have to add them in your prompts.
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## How to Use It?
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Here are the preview of the recommended steps
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| Step | Epoch | Score | Download | pattern_0 | pattern_1_0 | pattern_1_1 | pattern_1_2 | pattern_2_0 | pattern_2_1 | pattern_2_2 | pattern_3 | pattern_4 | pattern_5 | pattern_6_0 | pattern_6_1 | pattern_7 | 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 |
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|-------:|--------:|--------:|:------------------------------------------------------------------------------------------|:------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------|:--------------------------------------------|:--------------------------------------------|:--------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------|:------------------------------------|:------------------------------------|:------------------------------------|:------------------------------------|:--------------------------------|:------------------------------------|:--------------------------------|:----------------------------------|:----------------------------------------|:----------------------------------------|:----------------------------------------|:------------------------------|:----------------------------------|:----------------------------------|:--------------------------------|:------------------------------------------------|:----------------------------------|:----------------------------------|:------------------------------|:--------------------------------|:--------------------------------------|:--------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------------|:--------------------------------------|:--------------------------------------|
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| 1250 | 4 | 0.757 | [Download](https://huggingface.co/narugo/test_v1.5/resolve/main/1250/amiya_arknights.zip) |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
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| 1750 | 6 | 0.753 | [Download](https://huggingface.co/narugo/test_v1.5/resolve/main/1750/amiya_arknights.zip) |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
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| 750 | 3 | 0.686 | [Download](https://huggingface.co/narugo/test_v1.5/resolve/main/750/amiya_arknights.zip) |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
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| 1500 | 5 | 0.685 | [Download](https://huggingface.co/narugo/test_v1.5/resolve/main/1500/amiya_arknights.zip) |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
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| 2500 | 8 | 0.673 | [Download](https://huggingface.co/narugo/test_v1.5/resolve/main/2500/amiya_arknights.zip) |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
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## Anything Else?
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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.
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5. Individuals who finds the generated image content offensive to their values.
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## All Steps
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We list table of all steps, as the following
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<details>
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<summary>Steps From 1500 to 2500</summary>
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| Step | Epoch | CCIP | AI Corrupt | Bikini Plus | Score | Download | pattern_0 | pattern_1_0 | pattern_1_1 | pattern_1_2 | pattern_2_0 | pattern_2_1 | pattern_2_2 | pattern_3 | pattern_4 | pattern_5 | pattern_6_0 | pattern_6_1 | pattern_7 | 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 |
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|-------:|--------:|-------:|-------------:|--------------:|--------:|:------------------------------------------------------------------------------------------|:------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------|:--------------------------------------------|:--------------------------------------------|:--------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------|:------------------------------------|:------------------------------------|:------------------------------------|:------------------------------------|:--------------------------------|:------------------------------------|:--------------------------------|:----------------------------------|:----------------------------------------|:----------------------------------------|:----------------------------------------|:------------------------------|:----------------------------------|:----------------------------------|:--------------------------------|:------------------------------------------------|:----------------------------------|:----------------------------------|:------------------------------|:--------------------------------|:--------------------------------------|:--------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------------|:--------------------------------------|:--------------------------------------|
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| 2500 | 8 | 0.957 | 0.955 | 0.827 | 0.673 | [Download](https://huggingface.co/narugo/test_v1.5/resolve/main/2500/amiya_arknights.zip) |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
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| 2250 | 7 | 0.943 | 0.945 | 0.824 | 0.625 | [Download](https://huggingface.co/narugo/test_v1.5/resolve/main/2250/amiya_arknights.zip) |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
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| 2000 | 7 | 0.939 | 0.94 | 0.829 | 0.622 | [Download](https://huggingface.co/narugo/test_v1.5/resolve/main/2000/amiya_arknights.zip) |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
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| 1750 | 6 | 0.977 | 0.986 | 0.837 | 0.753 | [Download](https://huggingface.co/narugo/test_v1.5/resolve/main/1750/amiya_arknights.zip) |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
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| 1500 | 5 | 0.962 | 0.959 | 0.826 | 0.685 | [Download](https://huggingface.co/narugo/test_v1.5/resolve/main/1500/amiya_arknights.zip) |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
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<details>
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<details>
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<summary>Steps From 250 to 1250</summary>
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| Step | Epoch | CCIP | AI Corrupt | Bikini Plus | Score | Download | pattern_0 | pattern_1_0 | pattern_1_1 | pattern_1_2 | pattern_2_0 | pattern_2_1 | pattern_2_2 | pattern_3 | pattern_4 | pattern_5 | pattern_6_0 | pattern_6_1 | pattern_7 | 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 |
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|-------:|--------:|-------:|-------------:|--------------:|--------:|:------------------------------------------------------------------------------------------|:------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------|:--------------------------------------------|:--------------------------------------------|:--------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------|:------------------------------------|:------------------------------------|:------------------------------------|:------------------------------------|:--------------------------------|:------------------------------------|:--------------------------------|:----------------------------------|:----------------------------------------|:----------------------------------------|:----------------------------------------|:------------------------------|:----------------------------------|:----------------------------------|:--------------------------------|:------------------------------------------------|:----------------------------------|:----------------------------------|:------------------------------|:--------------------------------|:--------------------------------------|:--------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------------|:--------------------------------------|:--------------------------------------|
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| 1250 | 4 | 0.979 | 0.985 | 0.837 | 0.757 | [Download](https://huggingface.co/narugo/test_v1.5/resolve/main/1250/amiya_arknights.zip) |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
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| 1000 | 4 | 0.949 | 0.967 | 0.833 | 0.66 | [Download](https://huggingface.co/narugo/test_v1.5/resolve/main/1000/amiya_arknights.zip) |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
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| 750 | 3 | 0.955 | 0.988 | 0.838 | 0.686 | [Download](https://huggingface.co/narugo/test_v1.5/resolve/main/750/amiya_arknights.zip) |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
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| 500 | 2 | 0.864 | 0.926 | 0.827 | 0.38 | [Download](https://huggingface.co/narugo/test_v1.5/resolve/main/500/amiya_arknights.zip) |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
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| 84 |
+
| 250 | 1 | 0.785 | 0.957 | 0.829 | 0.1 | [Download](https://huggingface.co/narugo/test_v1.5/resolve/main/250/amiya_arknights.zip) |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |  |
|
| 85 |
+
<details>
|
meta.json
CHANGED
|
@@ -49,7 +49,7 @@
|
|
| 49 |
}
|
| 50 |
},
|
| 51 |
"version": "v1.5",
|
| 52 |
-
"time":
|
| 53 |
"steps": [
|
| 54 |
250,
|
| 55 |
500,
|
|
|
|
| 49 |
}
|
| 50 |
},
|
| 51 |
"version": "v1.5",
|
| 52 |
+
"time": 1706190970.4428332,
|
| 53 |
"steps": [
|
| 54 |
250,
|
| 55 |
500,
|