README.md

---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- nft
widget:
- output:
    url: images/1.png
  text: >-
    nft 3d, a 3D rendering of a chimpanzees face, adorned with a pair of white
    sunglasses. The chimpanzee is wearing a black collared button-down shirt
    with a white collar and an orange patch on the left side of the shirt. Its
    mouth is open, revealing white teeth. Its ears are sticking out, adding a
    pop of color to the scene. The background is a solid black, creating a stark
    contrast to the chimpanzee.
- output:
    url: images/2.png
  text: >-
    nft 3d, Captured in a 3D perspective, a medium-sized monkey is depicted
    wearing a black suit, a white shirt, and a black bow tie. The monkeys face
    is adorned with a pair of black sunglasses, adding a pop of color to the
    otherwise monochromatic scene. The backdrop is a dark green, creating a
    stark contrast to the monkeys outfit. 
- output:
    url: images/3.png
  text: >-
    nft 3d, A 3D rendering of a falcon, angled from above, highlights its sleek
    brown and white feathers. The falcon dons a metallic gold flight jacket and
    a pair of tinted aviator goggles perched on its head. Its sharp beak is
    slightly parted, and its piercing black eyes stare ahead. A silver chain
    hangs around its neck, and its talons are tipped with gold caps. The
    background is a vibrant sky blue, with white clouds swirling in dynamic
    patterns. 
- output:
    url: images/4.png
  text: >-
    nft 3d, Create a high-quality 3D rendering of an NFT avatar featuring a
    chimpanzees face as the focal point. The chimpanzee should have a rugged yet
    stylish appearance, with detailed fur texture and expressive facial
    features. Adorn the chimpanzee with sleek, black sunglasses that have a
    slight reflective sheen, giving a cool and modern vibe. Around its neck,
    place a chunky gold chain necklace, intricately designed with visible links
    that catch the light, adding a touch of luxury. 
- output:
    url: images/5.png
  text: >-
    nft 3d, Captured at eye-level, a 3D rendering of a fierce wolf with gray and
    white fur stands proudly. It’s dressed in a black denim vest with silver
    spikes and a red bandana tied around its neck. Its intense yellow eyes glow,
    and its mouth is slightly open, revealing sharp fangs. Black leather cuffs
    wrap around its front legs, and it wears rugged black boots. The background
    is a stormy gray, with faint white lightning bolts streaking across it
- output:
    url: images/6.png
  text: >-
    nft 3d, 3D avatar NFT of a majestic cartoon lion standing upright like a
    humanoid figure, styled with royal swagger. The lion wears a velvet purple
    bomber jacket with golden embroidery, black leather pants, and gold-toe
    boots. Around his neck is a massive, glittering dollar sign ($) chain. He
    has a thick, golden mane flowing like a crown, and his eyes are covered with
    sleek black crypto-themed sunglasses. His expression is powerful and wise.
    The background is pure white with subtle shadows to enhance depth.
- output:
    url: images/7.png
  text: >-
    nft 3d, 3D avatar NFT of a cyber monkey in a glossy digital trench coat with
    Binance yellow-gold accents. He wears a chunky gold $ dollar chain, Binance
    coin logo earrings, and a high-powered AR headset scanning market
    volatility. His fur is embedded with nanotech patterns, and he clutches a
    glowing briefcase full of digital assets. He stands confidently on a white
    surface with a soft circular reflection beneath.
- output:
    url: images/8.png
  text: >-
    nft 3d, 3D avatar NFT of a cyber monkey in a glossy digital trench coat with
    Binance yellow-gold accents. He wears a chunky gold $ dollar chain, Binance
    coin logo earrings, and a high-powered AR headset scanning market
    volatility. His fur is embedded with nanotech patterns, and he clutches a
    glowing briefcase full of digital assets. He stands confidently on a white
    surface with a soft circular reflection beneath.
- output:
    url: images/9.png
  text: >-
    nft 3d, 3D avatar NFT of a battle-ready cyber monkey clad in matte-black
    nano-armor with sharp polygonal edges and illuminated red accents. A heavy
    gold $ dollar chain is strapped like a bandolier across its chest. The face
    is half organic, half metal, with an augmented-reality visor scrolling DeFi
    market data. On its back is a hoverboard embossed with Solana and Ethereum
    symbols. Its stance is wide and aggressive, fists clenched. White studio
    background with crisp shadows
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: nft 3d
license: other
---

![x.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/vOI8-4ZLS3WCBr9-qYvy-.png)

<pre align="center">
  
 ______  ______   __       __  __   ______   ______   __  __   ______       __   ______    
/\  == \/\  __ \ /\ \     /\ \_\ \ /\  ___\ /\  == \ /\ \/\ \ /\___  \     /\ \ /\  __ \   
\ \  _-/\ \ \/\ \\ \ \____\ \____ \\ \ \____\ \  __< \ \ \_\ \\/_/  /__    \ \ \\ \ \/\ \  
 \ \_\   \ \_____\\ \_____\\/\_____\\ \_____\\ \_\ \_\\ \_____\ /\_____\    \ \_\\ \_____\ 
  \/_/    \/_____/ \/_____/ \/_____/ \/_____/ \/_/ /_/ \/_____/ \/_____/     \/_/ \/_____/ 
                                                                                                                                                                                                  
</pre>

# nft-experimental-beta2

<Gallery />

---

# Model description for nft-experimental-beta2

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           | 33 & 5560 |
| Epoch                     | 35  | Save Every N Epochs       | 1  |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 600

## Best Dimensions & Inference

| **Dimensions** | **Aspect Ratio** | **Recommendation**       |
|-----------------|------------------|---------------------------|
| 1280 x 832      | 3:1              | 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 = "Polycruz9/nft-experimental-beta2"
trigger_word = "nft 3d"  
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)
```

## Trigger words

You should use `nft 3d` to trigger the image generation.

## Download model


[Download](/strangerzonehf/nft-beta2-x/tree/main) them in the Files & versions tab.