README.md

---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- flux
- nft
- art
widget:
- text: >-
    NFT ++, An eye-level view of a glass milk carton with the words "prithivml"
    written on it in black letters. The carton is filled with a few dark gray
    clouds, and there is a white barcode on the left side of the carton. The
    background is a light blue color.
  output:
    url: images/4.png
- text: >-
    NFT++, A quirky cartoon depiction of a glass cube labeled "prithivmods" in
    bold white letters. The container is filled with tiny, glowing Polaroid
    photos floating in a transparent blue liquid. Each photo features a
    different miniature scene, such as sunsets and faces. A barcode wraps around
    the bottom left corner of the cube. The background is a gradient of pink and
    orange, evoking nostalgia.
  output:
    url: images/5.png
- text: >-
    NFT++, A detailed cartoon drawing of glass cube labeled "hf.co" in bold
    white letters. Inside, a shimmering liquid with hues of blue, purple, and
    silver flows, dotted with tiny glowing particles resembling stars. A barcode
    is seamlessly integrated into the container’s sleek design on the back. The
    background is a midnight blue gradient, adding a celestial feel
  output:
    url: images/6.png
- text: >-
    NFT ++, Captured on a light pink background, a cartoon drawing of a glass
    container with the word "prithiv-hf" written on it in black letters. The
    container is filled with a clear liquid, and there are brown bandages inside
    of the container. There is a barcode on the left side of the box, and a
    white bar code on the right side. The background is a solid pink.
  output:
    url: images/1.png
- text: >-
    NFT ++, a black and white drawing of a black swan in a glass container. The
    container is shaped like a hexagon, with a black handle on the right side.
    The swan is swimming in the water, its head facing towards the left side of
    the container, its beak slightly open. The water in the container is a dark
    blue, with white splashes on it. Above the swan, the words "prithiv-hf" are
    written in bold black letters. The background is a light blue, and the text
    "prithiv-hf" is written in a bold black font.
  output:
    url: images/2.png
- text: >-
    NFT ++, a cartoon drawing of a cats face is seen in a clear glass container.
    The container is filled with a variety of brown objects, including a barcode
    and the word "prithiv" written in black letters. The background is a stark
    white, with a light brown border. The cats head is adorned with a red
    ribbon, adding a pop of color to the scene. The word "imo" is written on the
    top right corner of the container.
  output:
    url: images/3.png
instance_prompt: NFT ++
license: creativeml-openrail-m
datasets:
- shuxunoo/NFT-Net
- mrcuddle/axolittle-nft
- bghira/free-to-use-graffiti
---
![sdsdsdsd.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/7i8IvME-kTC2VsA9HMPP4.png)

<Gallery />

# Model description for NFT-Plus-InsideOut-Perspective

Image Processing Parameters 

| Parameter                 | Value  | Parameter                 | Value  |
|---------------------------|--------|---------------------------|--------|
| LR Scheduler              | constant | Noise Offset              | 0.03   |
| Optimizer                 | AdamW  | Multires Noise Discount   | 0.1    |
| Network Dim               | 64     | Multires Noise Iterations | 10     |
| Network Alpha             | 32     | Repeat & Steps           | 12 & 2100 |
| Epoch                     | 11   | Save Every N Epochs       | 1     |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 12

## Best Dimensions & Inference

| **Dimensions** | **Aspect Ratio** | **Recommendation**       |
|-----------------|------------------|---------------------------|
| 1280 x 832      | 3:2              | Best                     |
| 1024 x 1024     | 1:1              | Default                  |

### Inference Range

- **Recommended Inference Steps:** 30–35

## Setting Up
```python
import torch
from pipelines import DiffusionPipeline

base_model = "black-forest-labs/FLUX.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)

lora_repo = "strangerzonehf/Flux-Microworld-NFT-LoRA"
trigger_word = "Microworld NFT"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)
```
## Trigger words

You should use `NFT ++` to trigger the image generation.

## Data Source

    quaphadoodle

## Download model

Weights for this model are available in Safetensors format.

[Download](/strangerzonehf/NFT-Plus-InsideOut-Perspective/tree/main) them in the Files & versions tab.