---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: '3DXL Tactical Gun, a black and silver CANTIC brand handgun is positioned on a dark wooden table. The gun has a black handle and a silver body. The text "TPSSEX" is printed on the side of the gun. The background is a solid black. At the bottom of the image, there is a silver bullet casing with a gold bullet casing on it.'
  output:
    url: images/1.png
- text: '3DXL Tactical Gun, a black and silver rifle is soaring in the air against a dark backdrop. The rifle has a silver body with a black stripe running down the middle of it. The barrel of the rifle is made of metal and has a red, yellow, and blue stripe running along the side of the barrel. The gun has a black lever on the side with a silver arrow pointing to the right.'
  output:
    url: images/2.png
- text: '3DXL Tactical Gun, a black and yellow rifle is positioned on a black surface. The rifle has a black body with a yellow stripe running down the middle of the body, and a black stripe running along the side of the gun. The gun is adorned with a gold design, adding a pop of color to the scene. The background is a solid black, creating a stark contrast to the rifle.'
  output:
    url: images/3.png
- text: '3DXL Tactical Gun, Captured at eye-level on a low-angle shot, a gray and black handgun, positioned against a rock wall. The gun has a black handle and a silver body. The text "Springfield ARMORY U.S.A" is printed on the side of the gun, along with a red, white, and blue flag. To the right of the handgun, there is a black box with a white arrow painted on it. The box is placed on a moss-covered rock, adding a touch of nature to the scene.'
  output:
    url: images/4.png
- text: '3DXL Tactical Gun, a futuristic silver and black shotgun, is leaning against a rugged wooden crate with metallic edges. The shotgun features a carbon-fiber handle and a long silver barrel with illuminated blue accents running along its length. The text "Quantum Strike" glows faintly in neon blue on the side. Resting near the base of the crate are a few scattered glowing blue shells. The backdrop is a dim industrial warehouse, with shadows and faint beams of light adding a cinematic effect'
  output:
    url: images/5.png
- text: '3DXL Tactical Gun, a polished chrome and black handgun, is displayed upright on a reflective glass surface. The gun has a glossy chrome slide with engraved tribal patterns and a matte black handle with rubberized grips. The text "Alpha Precision Series" is subtly etched along the side of the slide. Below the gun, a black and chrome magazine is partially loaded, and a pair of empty shell casings rest nearby. The background is a soft gradient of dark blue, highlighting the sleek and professional design.'
  output:
    url: images/6.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: 3DXL Tactical Gun
license: creativeml-openrail-m
---
![dfzbdfbzdfb.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/ZrAxNf8Erc6b0T_jF0CYz.png)

<Gallery />

# Model description for Flux-3DXL-TacGun-LoRA

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           | 25 & 2600 |
| Epoch                     | 13   | Save Every N Epochs       | 1     |

    Labeling: florence2-en(natural language & English)
    
    Total Images Used for Training : 16
    
## 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-3DXL-TacGun-LoRA"
trigger_word = "3DXL Tactical Gun"  
pipe.load_lora_weights(lora_repo)

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

You should use `3DXL Tactical Gun` to trigger the image generation.

## Download model

Weights for this model are available in Safetensors format.

[Download](/strangerzonehf/Flux-3DXL-TacGun-LoRA/tree/main) them in the Files & versions tab.