---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- nft
widget:
- text: >-
    NFT 3D Avatar, 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/1.png
- text: >-
    3d avatar nft Captured at eye-level, a 3D rendering of a chimpanzee wearing
    a yellow jacket and green pants. The chimpanzes head is adorned with a pair
    of yellow headphones that are positioned over his head. His eyes are open,
    and his mouth is slightly open, as if he is looking at something. His hands
    are clasped in front of him, and he is wearing a gold medal around his neck.
    The background is a solid purple, and the chimpanzee is standing on a gray
    surface. 
  output:
    url: images/2.png
- text: >-
    NFT 3D Avatar, Captured at eye-level, a 3D rendering of a chimpanzee is
    depicted in a stark contrast of blue and gray. The chimpanzees face is
    adorned with a black cap, a black leather jacket, and a gold chain around
    its neck, adding a pop of color to the scene. Its mouth is slightly open,
    revealing a pink tongue. Its eyes are a piercing, and its ears are perked
    up. Its hands are adorned with gold bracelets, and black leather gloves, and
    the shoes are adidas. The background is a muted gray, with a few white
    arrows pointing in the same direction. 
  output:
    url: images/3.png
- text: >-
    3d avatar nft, 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/4.png
- text: >-
    3d avatar nft, 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/5.png
instance_prompt: NFT 3D Avatar
license: other
library_name: diffusers
---

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

# nft-experimental-beta1

<Gallery />

---

# Model description for nft-experimental-beta1

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           | 28 & 3990 |
| Epoch                     | 22  | Save Every N Epochs       | 1  |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 140 [ Diffusion Generated ]

## 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 = "Polycruz9/nft-experimental-beta1"
trigger_word = "NFT 3D Avatar"  
pipe.load_lora_weights(lora_repo)

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

## Trigger words

You should use `NFT 3D Avatar` to trigger the image generation.

## Download model

Weights for this model are available in Safetensors format.

[Download](/Polycruz9/nft-experimental-beta1/tree/main) them in the Files & versions tab.