metadata

license: mit
tags:
  - generated_from_trainer
model-index:
  - name: ArtPrompter
    results: []

ArtPrompter

A gpt2 powered predictive keyboard for making descriptive text prompts for A.I. image generators (e.g. MidJourney, Stable Diffusion, ArtBot, etc). The model was trained on a database of over 268K MidJourney images corresponding to 113K unique prompts.

from transformers import pipeline

ai = pipeline('text-generation',model='pearsonkyle/ArtPrompter', tokenizer='gpt2')

texts = ai('The', max_length=30, num_return_sequences=5)

for i in range(5):
    print(texts[i]['generated_text']+'\n')

Intended uses & limitations

Build prompts and generate images on Discord!

Training procedure

~1 hour of finetuneing on RTX2080 with 113K unique prompts

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-05
train_batch_size: 16
eval_batch_size: 4
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 50

Framework versions

Transformers 4.25.1
Pytorch 1.13.1
Tokenizers 0.13.2