art not-for-all-audiences text-to-image dataset:CyberHarem/marie_antoinette_fgo license:mit region:us
---
license: mit
datasets:
- CyberHarem/marie_antoinette_fgo
pipeline_tag: text-to-image
tags:
- art
- not-for-all-audiences
---

# LoRA model of marie_antoinette/マリー・アントワネット/玛丽·安托瓦内特 (Fate/Grand Order)

## What Is This?

This is the LoRA model of waifu marie_antoinette/マリー・アントワネット/玛丽·安托瓦内特 (Fate/Grand Order).

## 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/marie_antoinette_fgo](https://huggingface.co/datasets/CyberHarem/marie_antoinette_fgo), which contains 1224 images.
* **Trigger word is `marie_antoinette_fgo`.**
* Pruned core tags for this waifu are `long hair, blue eyes, twintails, very long hair, hat, white hair, breasts, grey hair`. 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/marie_antoinette_fgo/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 3220, you need to download [`3220/marie_antoinette_fgo.safetensors`](https://huggingface.co/CyberHarem/marie_antoinette_fgo/resolve/main/3220/marie_antoinette_fgo.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 3220.

1260 images (1.33 GiB) 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                                 | pattern_8_0                                   | pattern_8_1                                   | pattern_9_0                                   | pattern_9_1                                   | pattern_10_0                                    | pattern_10_1                                    | pattern_11                                  | pattern_12_0                                    | pattern_12_1                                    | pattern_13_0                                    | pattern_13_1                                    | pattern_14_0                                    | pattern_14_1                                    | pattern_14_2                                    | pattern_15_0                                    | pattern_15_1                                    | pattern_15_2                                    | 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                               |
|-------:|--------:|:----------|:-------------|:--------------|:----------|:--------------------------------------------------------------------------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------------|:------------------------------------------------|:--------------------------------------------|:------------------------------------------------|:------------------------------------------------|:------------------------------------------------|:------------------------------------------------|:------------------------------------------------|:------------------------------------------------|:------------------------------------------------|:------------------------------------------------|:------------------------------------------------|:------------------------------------------------|:--------------------------------------------|:--------------------------------------------|:--------------------------------------------|:----------------------------------------------|:----------------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------|:------------------------------------|:------------------------------------|:------------------------------------|:------------------------------------|:--------------------------------|:------------------------------------|:--------------------------------|:----------------------------------|:----------------------------------------|:----------------------------------------|:----------------------------------------|:------------------------------|:----------------------------------|:----------------------------------|:--------------------------------|:------------------------------------------------|:----------------------------------|:----------------------------------|:------------------------------|:--------------------------------|:--------------------------------------|:--------------------------------------|:------------------------------------------|:------------------------------------------|:------------------------------------------|:--------------------------------------|:--------------------------------------|
|   3220 |      10 | **0.945** | 0.977        | 0.808         | **0.788** | [Download](https://huggingface.co/CyberHarem/marie_antoinette_fgo/resolve/main/3220/marie_antoinette_fgo.zip) | ![pattern_0_0](3220/previews/pattern_0_0.png) | ![pattern_0_1](3220/previews/pattern_0_1.png) | ![pattern_1_0](3220/previews/pattern_1_0.png) | ![pattern_1_1](3220/previews/pattern_1_1.png) | ![pattern_2](3220/previews/pattern_2.png) | ![pattern_3_0](3220/previews/pattern_3_0.png) | ![pattern_3_1](3220/previews/pattern_3_1.png) | ![pattern_4](3220/previews/pattern_4.png) | ![pattern_5](3220/previews/pattern_5.png) | ![pattern_6](3220/previews/pattern_6.png) | ![pattern_7](3220/previews/pattern_7.png) | ![pattern_8_0](3220/previews/pattern_8_0.png) | ![pattern_8_1](3220/previews/pattern_8_1.png) | ![pattern_9_0](3220/previews/pattern_9_0.png) | ![pattern_9_1](3220/previews/pattern_9_1.png) | ![pattern_10_0](3220/previews/pattern_10_0.png) | ![pattern_10_1](3220/previews/pattern_10_1.png) | ![pattern_11](3220/previews/pattern_11.png) | ![pattern_12_0](3220/previews/pattern_12_0.png) | ![pattern_12_1](3220/previews/pattern_12_1.png) | ![pattern_13_0](3220/previews/pattern_13_0.png) | ![pattern_13_1](3220/previews/pattern_13_1.png) | ![pattern_14_0](3220/previews/pattern_14_0.png) | ![pattern_14_1](3220/previews/pattern_14_1.png) | ![pattern_14_2](3220/previews/pattern_14_2.png) | ![pattern_15_0](3220/previews/pattern_15_0.png) | ![pattern_15_1](3220/previews/pattern_15_1.png) | ![pattern_15_2](3220/previews/pattern_15_2.png) | ![portrait_0](3220/previews/portrait_0.png) | ![portrait_1](3220/previews/portrait_1.png) | ![portrait_2](3220/previews/portrait_2.png) | ![full_body_0](3220/previews/full_body_0.png) | ![full_body_1](3220/previews/full_body_1.png) | ![profile_0](3220/previews/profile_0.png) | ![profile_1](3220/previews/profile_1.png) | ![free_0](3220/previews/free_0.png) | ![free_1](3220/previews/free_1.png) | ![shorts](3220/previews/shorts.png) | ![maid_0](3220/previews/maid_0.png) | ![maid_1](3220/previews/maid_1.png) | ![miko](3220/previews/miko.png) | ![yukata](3220/previews/yukata.png) | ![suit](3220/previews/suit.png) | ![china](3220/previews/china.png) | ![bikini_0](3220/previews/bikini_0.png) | ![bikini_1](3220/previews/bikini_1.png) | ![bikini_2](3220/previews/bikini_2.png) | ![sit](3220/previews/sit.png) | ![squat](3220/previews/squat.png) | ![kneel](3220/previews/kneel.png) | ![jump](3220/previews/jump.png) | ![crossed_arms](3220/previews/crossed_arms.png) | ![angry](3220/previews/angry.png) | ![smile](3220/previews/smile.png) | ![cry](3220/previews/cry.png) | ![grin](3220/previews/grin.png) | ![n_lie_0](3220/previews/n_lie_0.png) | ![n_lie_1](3220/previews/n_lie_1.png) | ![n_stand_0](3220/previews/n_stand_0.png) | ![n_stand_1](3220/previews/n_stand_1.png) | ![n_stand_2](3220/previews/n_stand_2.png) | ![n_sex_0](3220/previews/n_sex_0.png) | ![n_sex_1](3220/previews/n_sex_1.png) |
|   5796 |      18 | 0.942     | **0.989**    | 0.811         | 0.760     | [Download](https://huggingface.co/CyberHarem/marie_antoinette_fgo/resolve/main/5796/marie_antoinette_fgo.zip) | ![pattern_0_0](5796/previews/pattern_0_0.png) | ![pattern_0_1](5796/previews/pattern_0_1.png) | ![pattern_1_0](5796/previews/pattern_1_0.png) | ![pattern_1_1](5796/previews/pattern_1_1.png) | ![pattern_2](5796/previews/pattern_2.png) | ![pattern_3_0](5796/previews/pattern_3_0.png) | ![pattern_3_1](5796/previews/pattern_3_1.png) | ![pattern_4](5796/previews/pattern_4.png) | ![pattern_5](5796/previews/pattern_5.png) | ![pattern_6](5796/previews/pattern_6.png) | ![pattern_7](5796/previews/pattern_7.png) | ![pattern_8_0](5796/previews/pattern_8_0.png) | ![pattern_8_1](5796/previews/pattern_8_1.png) | ![pattern_9_0](5796/previews/pattern_9_0.png) | ![pattern_9_1](5796/previews/pattern_9_1.png) | ![pattern_10_0](5796/previews/pattern_10_0.png) | ![pattern_10_1](5796/previews/pattern_10_1.png) | ![pattern_11](5796/previews/pattern_11.png) | ![pattern_12_0](5796/previews/pattern_12_0.png) | ![pattern_12_1](5796/previews/pattern_12_1.png) | ![pattern_13_0](5796/previews/pattern_13_0.png) | ![pattern_13_1](5796/previews/pattern_13_1.png) | ![pattern_14_0](5796/previews/pattern_14_0.png) | ![pattern_14_1](5796/previews/pattern_14_1.png) | ![pattern_14_2](5796/previews/pattern_14_2.png) | ![pattern_15_0](5796/previews/pattern_15_0.png) | ![pattern_15_1](5796/previews/pattern_15_1.png) | ![pattern_15_2](5796/previews/pattern_15_2.png) | ![portrait_0](5796/previews/portrait_0.png) | ![portrait_1](5796/previews/portrait_1.png) | ![portrait_2](5796/previews/portrait_2.png) | ![full_body_0](5796/previews/full_body_0.png) | ![full_body_1](5796/previews/full_body_1.png) | ![profile_0](5796/previews/profile_0.png) | ![profile_1](5796/previews/profile_1.png) | ![free_0](5796/previews/free_0.png) | ![free_1](5796/previews/free_1.png) | ![shorts](5796/previews/shorts.png) | ![maid_0](5796/previews/maid_0.png) | ![maid_1](5796/previews/maid_1.png) | ![miko](5796/previews/miko.png) | ![yukata](5796/previews/yukata.png) | ![suit](5796/previews/suit.png) | ![china](5796/previews/china.png) | ![bikini_0](5796/previews/bikini_0.png) | ![bikini_1](5796/previews/bikini_1.png) | ![bikini_2](5796/previews/bikini_2.png) | ![sit](5796/previews/sit.png) | ![squat](5796/previews/squat.png) | ![kneel](5796/previews/kneel.png) | ![jump](5796/previews/jump.png) | ![crossed_arms](5796/previews/crossed_arms.png) | ![angry](5796/previews/angry.png) | ![smile](5796/previews/smile.png) | ![cry](5796/previews/cry.png) | ![grin](5796/previews/grin.png) | ![n_lie_0](5796/previews/n_lie_0.png) | ![n_lie_1](5796/previews/n_lie_1.png) | ![n_stand_0](5796/previews/n_stand_0.png) | ![n_stand_1](5796/previews/n_stand_1.png) | ![n_stand_2](5796/previews/n_stand_2.png) | ![n_sex_0](5796/previews/n_sex_0.png) | ![n_sex_1](5796/previews/n_sex_1.png) |
|   4186 |      13 | 0.942     | 0.988        | 0.805         | 0.749     | [Download](https://huggingface.co/CyberHarem/marie_antoinette_fgo/resolve/main/4186/marie_antoinette_fgo.zip) | ![pattern_0_0](4186/previews/pattern_0_0.png) | ![pattern_0_1](4186/previews/pattern_0_1.png) | ![pattern_1_0](4186/previews/pattern_1_0.png) | ![pattern_1_1](4186/previews/pattern_1_1.png) | ![pattern_2](4186/previews/pattern_2.png) | ![pattern_3_0](4186/previews/pattern_3_0.png) | ![pattern_3_1](4186/previews/pattern_3_1.png) | ![pattern_4](4186/previews/pattern_4.png) | ![pattern_5](4186/previews/pattern_5.png) | ![pattern_6](4186/previews/pattern_6.png) | ![pattern_7](4186/previews/pattern_7.png) | ![pattern_8_0](4186/previews/pattern_8_0.png) | ![pattern_8_1](4186/previews/pattern_8_1.png) | ![pattern_9_0](4186/previews/pattern_9_0.png) | ![pattern_9_1](4186/previews/pattern_9_1.png) | ![pattern_10_0](4186/previews/pattern_10_0.png) | ![pattern_10_1](4186/previews/pattern_10_1.png) | ![pattern_11](4186/previews/pattern_11.png) | ![pattern_12_0](4186/previews/pattern_12_0.png) | ![pattern_12_1](4186/previews/pattern_12_1.png) | ![pattern_13_0](4186/previews/pattern_13_0.png) | ![pattern_13_1](4186/previews/pattern_13_1.png) | ![pattern_14_0](4186/previews/pattern_14_0.png) | ![pattern_14_1](4186/previews/pattern_14_1.png) | ![pattern_14_2](4186/previews/pattern_14_2.png) | ![pattern_15_0](4186/previews/pattern_15_0.png) | ![pattern_15_1](4186/previews/pattern_15_1.png) | ![pattern_15_2](4186/previews/pattern_15_2.png) | ![portrait_0](4186/previews/portrait_0.png) | ![portrait_1](4186/previews/portrait_1.png) | ![portrait_2](4186/previews/portrait_2.png) | ![full_body_0](4186/previews/full_body_0.png) | ![full_body_1](4186/previews/full_body_1.png) | ![profile_0](4186/previews/profile_0.png) | ![profile_1](4186/previews/profile_1.png) | ![free_0](4186/previews/free_0.png) | ![free_1](4186/previews/free_1.png) | ![shorts](4186/previews/shorts.png) | ![maid_0](4186/previews/maid_0.png) | ![maid_1](4186/previews/maid_1.png) | ![miko](4186/previews/miko.png) | ![yukata](4186/previews/yukata.png) | ![suit](4186/previews/suit.png) | ![china](4186/previews/china.png) | ![bikini_0](4186/previews/bikini_0.png) | ![bikini_1](4186/previews/bikini_1.png) | ![bikini_2](4186/previews/bikini_2.png) | ![sit](4186/previews/sit.png) | ![squat](4186/previews/squat.png) | ![kneel](4186/previews/kneel.png) | ![jump](4186/previews/jump.png) | ![crossed_arms](4186/previews/crossed_arms.png) | ![angry](4186/previews/angry.png) | ![smile](4186/previews/smile.png) | ![cry](4186/previews/cry.png) | ![grin](4186/previews/grin.png) | ![n_lie_0](4186/previews/n_lie_0.png) | ![n_lie_1](4186/previews/n_lie_1.png) | ![n_stand_0](4186/previews/n_stand_0.png) | ![n_stand_1](4186/previews/n_stand_1.png) | ![n_stand_2](4186/previews/n_stand_2.png) | ![n_sex_0](4186/previews/n_sex_0.png) | ![n_sex_1](4186/previews/n_sex_1.png) |
|   4508 |      14 | 0.941     | 0.984        | 0.810         | 0.738     | [Download](https://huggingface.co/CyberHarem/marie_antoinette_fgo/resolve/main/4508/marie_antoinette_fgo.zip) | ![pattern_0_0](4508/previews/pattern_0_0.png) | ![pattern_0_1](4508/previews/pattern_0_1.png) | ![pattern_1_0](4508/previews/pattern_1_0.png) | ![pattern_1_1](4508/previews/pattern_1_1.png) | ![pattern_2](4508/previews/pattern_2.png) | ![pattern_3_0](4508/previews/pattern_3_0.png) | ![pattern_3_1](4508/previews/pattern_3_1.png) | ![pattern_4](4508/previews/pattern_4.png) | ![pattern_5](4508/previews/pattern_5.png) | ![pattern_6](4508/previews/pattern_6.png) | ![pattern_7](4508/previews/pattern_7.png) | ![pattern_8_0](4508/previews/pattern_8_0.png) | ![pattern_8_1](4508/previews/pattern_8_1.png) | ![pattern_9_0](4508/previews/pattern_9_0.png) | ![pattern_9_1](4508/previews/pattern_9_1.png) | ![pattern_10_0](4508/previews/pattern_10_0.png) | ![pattern_10_1](4508/previews/pattern_10_1.png) | ![pattern_11](4508/previews/pattern_11.png) | ![pattern_12_0](4508/previews/pattern_12_0.png) | ![pattern_12_1](4508/previews/pattern_12_1.png) | ![pattern_13_0](4508/previews/pattern_13_0.png) | ![pattern_13_1](4508/previews/pattern_13_1.png) | ![pattern_14_0](4508/previews/pattern_14_0.png) | ![pattern_14_1](4508/previews/pattern_14_1.png) | ![pattern_14_2](4508/previews/pattern_14_2.png) | ![pattern_15_0](4508/previews/pattern_15_0.png) | ![pattern_15_1](4508/previews/pattern_15_1.png) | ![pattern_15_2](4508/previews/pattern_15_2.png) | ![portrait_0](4508/previews/portrait_0.png) | ![portrait_1](4508/previews/portrait_1.png) | ![portrait_2](4508/previews/portrait_2.png) | ![full_body_0](4508/previews/full_body_0.png) | ![full_body_1](4508/previews/full_body_1.png) | ![profile_0](4508/previews/profile_0.png) | ![profile_1](4508/previews/profile_1.png) | ![free_0](4508/previews/free_0.png) | ![free_1](4508/previews/free_1.png) | ![shorts](4508/previews/shorts.png) | ![maid_0](4508/previews/maid_0.png) | ![maid_1](4508/previews/maid_1.png) | ![miko](4508/previews/miko.png) | ![yukata](4508/previews/yukata.png) | ![suit](4508/previews/suit.png) | ![china](4508/previews/china.png) | ![bikini_0](4508/previews/bikini_0.png) | ![bikini_1](4508/previews/bikini_1.png) | ![bikini_2](4508/previews/bikini_2.png) | ![sit](4508/previews/sit.png) | ![squat](4508/previews/squat.png) | ![kneel](4508/previews/kneel.png) | ![jump](4508/previews/jump.png) | ![crossed_arms](4508/previews/crossed_arms.png) | ![angry](4508/previews/angry.png) | ![smile](4508/previews/smile.png) | ![cry](4508/previews/cry.png) | ![grin](4508/previews/grin.png) | ![n_lie_0](4508/previews/n_lie_0.png) | ![n_lie_1](4508/previews/n_lie_1.png) | ![n_stand_0](4508/previews/n_stand_0.png) | ![n_stand_1](4508/previews/n_stand_1.png) | ![n_stand_2](4508/previews/n_stand_2.png) | ![n_sex_0](4508/previews/n_sex_0.png) | ![n_sex_1](4508/previews/n_sex_1.png) |
|   5474 |      17 | 0.940     | 0.985        | **0.811**     | 0.731     | [Download](https://huggingface.co/CyberHarem/marie_antoinette_fgo/resolve/main/5474/marie_antoinette_fgo.zip) | ![pattern_0_0](5474/previews/pattern_0_0.png) | ![pattern_0_1](5474/previews/pattern_0_1.png) | ![pattern_1_0](5474/previews/pattern_1_0.png) | ![pattern_1_1](5474/previews/pattern_1_1.png) | ![pattern_2](5474/previews/pattern_2.png) | ![pattern_3_0](5474/previews/pattern_3_0.png) | ![pattern_3_1](5474/previews/pattern_3_1.png) | ![pattern_4](5474/previews/pattern_4.png) | ![pattern_5](5474/previews/pattern_5.png) | ![pattern_6](5474/previews/pattern_6.png) | ![pattern_7](5474/previews/pattern_7.png) | ![pattern_8_0](5474/previews/pattern_8_0.png) | ![pattern_8_1](5474/previews/pattern_8_1.png) | ![pattern_9_0](5474/previews/pattern_9_0.png) | ![pattern_9_1](5474/previews/pattern_9_1.png) | ![pattern_10_0](5474/previews/pattern_10_0.png) | ![pattern_10_1](5474/previews/pattern_10_1.png) | ![pattern_11](5474/previews/pattern_11.png) | ![pattern_12_0](5474/previews/pattern_12_0.png) | ![pattern_12_1](5474/previews/pattern_12_1.png) | ![pattern_13_0](5474/previews/pattern_13_0.png) | ![pattern_13_1](5474/previews/pattern_13_1.png) | ![pattern_14_0](5474/previews/pattern_14_0.png) | ![pattern_14_1](5474/previews/pattern_14_1.png) | ![pattern_14_2](5474/previews/pattern_14_2.png) | ![pattern_15_0](5474/previews/pattern_15_0.png) | ![pattern_15_1](5474/previews/pattern_15_1.png) | ![pattern_15_2](5474/previews/pattern_15_2.png) | ![portrait_0](5474/previews/portrait_0.png) | ![portrait_1](5474/previews/portrait_1.png) | ![portrait_2](5474/previews/portrait_2.png) | ![full_body_0](5474/previews/full_body_0.png) | ![full_body_1](5474/previews/full_body_1.png) | ![profile_0](5474/previews/profile_0.png) | ![profile_1](5474/previews/profile_1.png) | ![free_0](5474/previews/free_0.png) | ![free_1](5474/previews/free_1.png) | ![shorts](5474/previews/shorts.png) | ![maid_0](5474/previews/maid_0.png) | ![maid_1](5474/previews/maid_1.png) | ![miko](5474/previews/miko.png) | ![yukata](5474/previews/yukata.png) | ![suit](5474/previews/suit.png) | ![china](5474/previews/china.png) | ![bikini_0](5474/previews/bikini_0.png) | ![bikini_1](5474/previews/bikini_1.png) | ![bikini_2](5474/previews/bikini_2.png) | ![sit](5474/previews/sit.png) | ![squat](5474/previews/squat.png) | ![kneel](5474/previews/kneel.png) | ![jump](5474/previews/jump.png) | ![crossed_arms](5474/previews/crossed_arms.png) | ![angry](5474/previews/angry.png) | ![smile](5474/previews/smile.png) | ![cry](5474/previews/cry.png) | ![grin](5474/previews/grin.png) | ![n_lie_0](5474/previews/n_lie_0.png) | ![n_lie_1](5474/previews/n_lie_1.png) | ![n_stand_0](5474/previews/n_stand_0.png) | ![n_stand_1](5474/previews/n_stand_1.png) | ![n_stand_2](5474/previews/n_stand_2.png) | ![n_sex_0](5474/previews/n_sex_0.png) | ![n_sex_1](5474/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 3542 to 6440](all/0.md)
* [Steps From 322 to 3220](all/1.md)
