---
license: other
license_name: bespoke-lora-trained-license
license_link: https://multimodal.art/civitai-licenses?allowNoCredit=True&allowCommercialUse=Image&allowDerivatives=True&allowDifferentLicense=True
tags:
- text-to-image
- stable-diffusion
- lora
- diffusers
- template:sd-lora
- migrated
- concept
- marijuana
- weed
- fat
- flower
- nugs
- purz
- flux1.d
- buds

base_model: black-forest-labs/FLUX.1-dev
instance_prompt: f4t_nug5
widget:
- text: 'f4t_nug5, the words "Fat Nugs" made of large marijuana buds, sitting on a coffee table'
  
  output:
    url: >-
      33968722.jpeg
- text: 'f4t_nug5, the word "Fat Nugs" made out of marijuana buds, sitting in a ziploc bag, on a coffee table
'
  
  output:
    url: >-
      33968733.jpeg
- text: 'f4t_nug5, large marijuana buds, sitting in a ziploc bag, on a coffee table
'
  
  output:
    url: >-
      33968769.jpeg
- text: 'f4t_nug5, the word "Purz" made out of marijuana buds

'
  
  output:
    url: >-
      33968830.jpeg
- text: 'f4t_nug5, the word "Civitai" made out of marijuana buds

'
  
  output:
    url: >-
      33968866.jpeg

---

# Fat Nugs 

<Gallery />





## Model description

<p>Fat Nugs - LoRA (Flux.1 D)</p><p></p><p>Trained on macro photography of large flower buds.</p><p></p><p>"f4t_nug5, the words "Fat Nugs" made of large buds, sitting on a coffee table"</p><p></p><p>Purz</p><p>Website: <a target="_blank" rel="ugc" href="https://www.purz.xyz/">https://www.purz.xyz/</a></p><p>Creative Exploration /w Purz: <a target="_blank" rel="ugc" href="https://www.youtube.com/@PurzBeats">https://www.youtube.com/@PurzBeats</a></p><p>Patreon: <a target="_blank" rel="ugc" href="https://www.patreon.com/Purz">https://www.patreon.com/Purz</a></p><p>Twitter/X: <a target="_blank" rel="ugc" href="https://x.com/PurzBeats">https://x.com/PurzBeats</a></p><p>Instagram: <a target="_blank" rel="ugc" href="https://www.instagram.com/purzbeats/">https://www.instagram.com/purzbeats/</a></p>

## Trigger words
You should use `f4t_nug5` to trigger the image generation.
    

## Download model

Weights for this model are available in Safetensors format.

[Download](/Purz/fat-nugs/tree/main) them in the Files & versions tab.

## Use it with the [🧨 diffusers library](https://github.com/huggingface/diffusers)

```py
from diffusers import AutoPipelineForText2Image
import torch

device = "cuda" if torch.cuda.is_available() else "cpu"

pipeline = AutoPipelineForText2Image.from_pretrained('black-forest-labs/FLUX.1-dev', torch_dtype=torch.bfloat16).to(device)
pipeline.load_lora_weights('Purz/fat-nugs', weight_name='purz-f4t_nug5.safetensors')
image = pipeline('f4t_nug5, the word "Civitai" made out of marijuana buds

').images[0]
```

For more details, including weighting, merging and fusing LoRAs, check the [documentation on loading LoRAs in diffusers](https://huggingface.co/docs/diffusers/main/en/using-diffusers/loading_adapters)