---
tags:
- text-to-image
- flux
- lora
- diffusers
- template:sd-lora
widget:
- text: amul girl - M. Karunanidhi eminant DMK leader, writer and Amul Butter.
  output:
    url: samples/1724439147535__000000500_0.jpg
- text: amul girl - When helmets were made compulsory in Bombay
  output:
    url: samples/1724439166070__000000500_1.jpg
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: amul girl
license: other
license_name: flux-1-dev-non-commercial-license
license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
pipeline_tag: text-to-image
---
# Description 

This is Text-to-Image Model Finetuned on top of [Flux-Dev Model](https://huggingface.co/black-forest-labs/FLUX.1-dev) on a Dataset of Amul mascot girl Images 

# Amul Mascot girl - Lora-fp16-v2
Model trained with [AI Toolkit by Ostris](https://github.com/ostris/ai-toolkit)
<Gallery />

## Trigger words

You should use `amul girl` to trigger the image generation.

## Download model

Weights for this model are available in Safetensors format.

[Download](/None/tree/main) them in the Files & versions tab.

Scripts for preprocessing , inferencing and finetuning the most popular [amul mascot girl](https://en.wikipedia.org/wiki/Amul_girl)  
- Used flux 1.1 dev model with lora (low rank adaption) for finetuning text to image generation

  
### preprocessing
https://github.com/sanjay7178/amul-mascot-girl-flux-t2i/blob/main/amul_mascot_girl_preprocess.ipynb

### dataset

Find the dataset here [amul-mascot-girl](https://huggingface.co/datasets/sanjay7178/amul-mascot-girl)

### finetuning

Find the Fine-fine script and notebook example in the official [Ostris Repo](https://github.com/ostris/ai-toolkit/blob/main/README.md#ai-toolkit-by-ostris)

### results
#### Loss Plot
<a href="url"><img src="https://github.com/user-attachments/assets/59177225-78cc-4963-9698-798aa5fdadfc" align="left" height="100" width="490" ></a>