v2 is out! https://huggingface.co/recoilme/insomnia_v2
Project by https://aiartlab.org/ A GPT2 model to generate prompts for SDXL or similar models. Trained from the GPT2 small model. Attach a Style to affect the render further. Trained on Syntetic prompts generated with Mistral7b. Dataset: https://huggingface.co/datasets/recoilme/SyntheticPrompts
from transformers import pipeline, GPT2Tokenizer,GPT2LMHeadModel
checkpoint_path = "recoilme/insomnia_v2"
model = GPT2LMHeadModel.from_pretrained(checkpoint_path)
tokenizer = GPT2Tokenizer.from_pretrained('gpt2')
text_generator = pipeline('text-generation', model=model, tokenizer=tokenizer)
texts = [
"Frog in a Harry Potter costume",
"Cat, art by ",
"a photo of woman underwater",
"thunderstorms on the alien planet, very shocking",
"Standing on the land of a new planet, the Female astronaut dances",
"The face of the cat woman, a face beautiful, young. The head is adorned with the Egyptian crown of Bastet.",
]
for text in texts:
print(f"Input: {text}:")
out = text_generator(text, max_length=150, num_return_sequences=2,temperature=1.0,)
print(f"Output 1: {out[0]['generated_text']}\n\n")
print(f"Output 2: {out[1]['generated_text']}")
print("\n")
Input: Frog in a Harry Potter costume:
Output 1: Frog in a Harry Potter costume, detailed with a touch of magical realism, highlight bulging eyes, slick skin, webbed feet, add atmospheric detail misty breath, dawns first light at lilycovered pond, end with a nod to Gabriel Garca Mrquezs wizarding world.
Output 2: Frog in a Harry Potter costume, detailed and exact, persona reminiscent of a dragon or wizard duel, setting for a graveyard, atmosphere charged with suspense and anticipation, mystical creatures looming, cinematic style emphasizing amphibious grace.```