Model Description
Magic wand 🪄 is a prompt completion model fine-tuned on text generation models, used for text2img models such as Dalle, Midjourney, and Stable Diffusion. It is a smaller version of https://huggingface.co/therealcyberlord/magicwand-gptneo-1.3b
Uses
Type something that you want to generate and magic wand will complete it for you. Think about it as a friendly guide when you don't have any ideas about what to generate.
Input: Chocolate milk
Completion: Chocolate milk glowing and floating in a barber shop, realistic
Limitations
Currently the model produces repetitions with longer sequences
How to Get Started with the Model
from peft import PeftModel, PeftConfig
from transformers import AutoModelForCausalLM
config = PeftConfig.from_pretrained("therealcyberlord/magicwand-opt-125m")
model = AutoModelForCausalLM.from_pretrained("facebook/opt-125m")
model = PeftModel.from_pretrained(model, "therealcyberlord/magicwand-opt-125m")
Training Details
Trained for 2000 steps on rubend18/DALL-E-Prompts-OpenAI-ChatGPT
Framework versions
- PEFT 0.7.2.dev0
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Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).
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Framework versions
- PEFT 0.7.2.dev0
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