This model is just the first dreambooth iteration for concept-sheet/old-books style. Based on SD 2.1
Installation:
As it is model based on 2.1 to make it work you need to use .yaml file with name of a model (vector-art.yaml). The yaml file is included here as well to download. Simply copy paste to the same folder as selected model file. Usually this is the models/Stable-diffusion
one.
License and support:
If you like what I am doing and you want to support my current and upcoming projects: here is my coffee jar
You can use this model as you like. I love open source so have fun with it. :) If you like it I appreciate your support ^^
Cheers!
Black images issue:
2.1 models need to have a web-ui config modified - if you are getting black images - go to your config file and add to COMMANDLINE_ARGS= --no-half
- potentially it could work with --xformers
instead (if supported). This line might slow your generations a bit but will not affect negatively your output.
You will find example props on the images.
Embeddings:
This model works really well with various embeddings. I would recommend you especially these two:
concept-sheet is a highly specialized Image generation AI Model of type Safetensors / Checkpoint AI Model created by AI community user pmejna. Derived from the powerful Stable Diffusion (SD 2.1 768) model, concept-sheet has undergone an extensive fine-tuning process, leveraging the power of a dataset consisting of images generated by other AI models or user-contributed data. This fine-tuning process ensures that concept-sheet is capable of generating images that are highly relevant to the specific use-cases it was designed for, such as concept, concept art, character sheet.
With a rating of 5 and over 3 ratings, concept-sheet is a popular choice among users for generating high-quality images from text prompts.
Yes! You can download the latest version of concept-sheet from here.
To use concept-sheet, download the model checkpoint file and set up an UI for running Stable Diffusion models (for example, AUTOMATIC1111). Then, provide the model with a detailed text prompt to generate an image. Experiment with different prompts and settings to achieve the desired results. If this sounds a bit complicated, check out our initial guide to Stable Diffusion – it might be of help. And if you really want to dive deep into AI image generation and understand how set up AUTOMATIC1111 to use Safetensors / Checkpoint AI Models like concept-sheet, check out our crash course in AI image generation.
This version is doing what is intended but is still far from what I want to achieve. You can try using the keyword concept-art
to strengthen the effect.
In the future version, I would like to add more variety to a character concept. Currently, this seems overfitted. Waiting for dream booth collab fix supporting session to resume. I will be probably training on a few hundred selected images.