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blob-emoji-lora
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---
license: apache-2.0
---

# Model Card for Model ID

<!-- Provide a quick summary of what the model is/does. -->
This LoRA model generates the cute yellow slime that was familiar in Android devices.

## Model Details

<!-- Provide a longer summary of what this model is. -->

This is LoRA-C3Lier (with conv2d-3x3). Activation word is `blob`.

There are epoch-80 model with some flexibility in prompting and epoch-160 model that are somewhat over-fitted. If you use the epoch-160 model, reduce the weights to about `0.7` when applying.

The model was trained on a 192*192 pixel image, it is better to generate with a similar size for icon-like images. Normal images may break down if they are too large.

The base model is ACertainty: https://huggingface.co/JosephusCheung/ACertainty

This LoRA was trained on the following blobmoji font (ASL 2.0) images:
https://github.com/C1710/blobmoji

Total 267 images are used for 89 different images, each with a white, black, or gray background. The prompts are `blob` and Unicode CLDR Short Name and Keywords (e.g., `blob, grinning face, black background, face, grin, grinning face`).

It is trained by `sd-scripts`, `network_dim=4, alpha=1, conv_div=4, conv_alpha=1, unet only`. See model metadata for details.


# Examples

All images are generated with ACertainty, cherrypicked.

## epoch 80, weight 1.0

![eopch 80 sample1](./epoch-080-sample1.png)
```
blob, grinning face, gray background, face, grin, grinning face
seed  : 338444264
sampler: k_euler_a
steps : 40
scale : 7.5
```
![eopch 80 sample2](./epoch-080-sample2.png)
```
blob, climbing mountain
seed  : 136505587
sampler: k_euler_a
steps : 40
scale : 7.5
```

# epoch 160, weight 0.7

![eopch 160 sample1](./epoch-160-sample1.png)
```
blob, smiling, with cat ears, white background, face, smiling, smiling face
seed  : 1461364854
sampler: k_euler_a
steps : 40
scale : 7.5
```
![eopch 160 sample2](./epoch-160-sample2.png)
```
1girl holding blob, at street
seed  : 946785248
sampler: k_euler_a
steps : 40
scale : 7.5
```

![eopch 160 sample3](./epoch-160-sample3.png)
```
blob running in akihabara
seed  : 1181241943
sampler: k_euler_a
steps : 40
scale : 7.5
```