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sd_aiconos-model-v1-2_400

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metadata
license: creativeml-openrail-m
base_model: CompVis/stable-diffusion-v1-2
datasets:
  - Ali-fb/ios_icons
tags:
  - stable-diffusion
  - stable-diffusion-diffusers
  - text-to-image
  - diffusers
inference: true

Text-to-image finetuning - navjot26/sd_aiconos-model-v1-2_400

This pipeline was finetuned from CompVis/stable-diffusion-v1-2 on the Ali-fb/ios_icons dataset. Below are some example images generated with the finetuned pipeline using the following prompts: ['Generate a green matcha coffee icon']:

val_imgs_grid

Pipeline usage

You can use the pipeline like so:

from diffusers import DiffusionPipeline
import torch

pipeline = DiffusionPipeline.from_pretrained("navjot26/sd_aiconos-model-v1-2_400", torch_dtype=torch.float16)
prompt = "Generate a green matcha coffee icon"
image = pipeline(prompt).images[0]
image.save("my_image.png")

Training info

These are the key hyperparameters used during training:

  • Epochs: 134
  • Learning rate: 1e-05
  • Batch size: 1
  • Gradient accumulation steps: 4
  • Image resolution: 512
  • Mixed-precision: fp16