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sd_aiconos-model-v1-2_400
navjot26/sd_aiconos-model-v1-2_400
sd_aiconos-model-v1-2_400 is a text-to-image model from navjot26. Use it when you need an image from a text prompt. It is set up for diffusers. The card lists the license as creativeml-openrail-m.
This pipeline was finetuned from CompVis/stable-diffusion-v1-2 on the Ali-fb/iosicons dataset. Below are some example images generated with the finetuned pipeline using the following prompts: ['Generate a green matcha…
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At a glance
- Task
- Text-to-Image
- Library
- diffusers
- License
- creativeml-openrail-m
- Access
- Public
- Created
- Dec 12, 2023
- Updated
- Dec 13, 2023
- SHA
- 7997cb63
Base models
Datasets
Model card
From the Hugging Face model README
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']:
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
- Task
- Text-to-Image
- Library
- diffusers
- License
- creativeml-openrail-m
- Created
- Dec 12, 2023
- Updated
- Dec 13, 2023