---
tags:
- text-to-image
- flux
- lora
- diffusers
- template:sd-lora
- fluxgym
widget:
-   output:
        url: sample/cboyardee-dilbert-video-style_005100_00_20240917161546.png
    text: cboyardee_dilbert a cartoon of a man drinking coffee in an office
-   output:
        url: sample/cboyardee-dilbert-video-style_005100_01_20240917161556.png
    text: cboyardee_dilbert a cartoon of a happy dog
-   output:
        url: sample/cboyardee-dilbert-video-style_005100_02_20240917161606.png
    text: cboyardee_dilbert a cartoon of a mcdonalds restaurant exterior
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: cboyardee_dilbert
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
---

# cboyardee-dilbert-video-style

A Flux LoRA trained on an NVIDIA 4070 Ti Super with [Fluxgym](https://github.com/cocktailpeanut/fluxgym). This is a **style transfer LoRA** designed to replicate the unique MSPaint style of cboyardee's artwork.

Dataset is a collection of 32 frames extracted and cropped from [this video](https://www.youtube.com/watch?v=a6rGUlVvVJ4), tagged with [Florence-2](https://huggingface.co/microsoft/Florence-2-large) with some manual changes. 16 epochs were used with 10 repeat trains per image, resulting in a total step count of 5120.

<Gallery />

## Trigger words

You should use `cboyardee_dilbert` to trigger the image generation.

All tags began with "a cartoon of" but it seems like omitting that prefix still results in good outputs. In the future I want to retag with "MSPaint drawing" as it more accurately describes the style.

**Note that "Dilbert" (or other characters) were not used in tagging, and so the LoRA will not be able to reproduce the character.**

## Download model and use it with ComfyUI, AUTOMATIC1111, SD.Next, Invoke AI, Forge, etc.

Weights for this model are available in Safetensors format.

The [main safetensors file](https://huggingface.co/simpolism/cboyardee-dilbert-video-style/blob/main/cboyardee-dilbert-video-style.safetensors) achieves good outputs, but partial saves are also included with the number of epochs: 4, 8, 12. These files can be ignored unless you want to experiment with fewer-step models.