Text-to-Image
Diffusers
PyTorch
How to use from the
Use from the
Diffusers library
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline

# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("JingyeChen22/textdiffuser2-lora-ft", dtype=torch.bfloat16, device_map="cuda")

prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
image = pipe(prompt).images[0]

Model

This repo contains the LoRa tuned model of the paper TextDiffuser-2: Unleashing the Power of Language Models for Text Rendering.

Usage

The script here can be used to perform inference with the model.

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Paper for JingyeChen22/textdiffuser2-lora-ft