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CS245-fine-tunedSD0_100_14122
kerianheYi/CS245-fine-tunedSD0_100_14122
CS245-fine-tunedSD0_100_14122 is a text-to-image model from kerianheYi. 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 stabilityai/stable-diffusion-2-base on the jytjyt05/ttom6 dataset. Below are some example images generated with the finetuned pipeline using the following prompts: ['A melSpectrogram f…
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At a glance
- Task
- Text-to-Image
- Library
- diffusers
- License
- creativeml-openrail-m
- Access
- Public
- Created
- Dec 1, 2023
- Updated
- Dec 1, 2023
- SHA
- 620c2069
Base models
Datasets
Model card
From the Hugging Face model README
Text-to-image finetuning - kerianheYi/CS245-fine-tunedSD0_100_14122
This pipeline was finetuned from stabilityai/stable-diffusion-2-base on the jytjyt05/t_to_m6 dataset. Below are some example images generated with the finetuned pipeline using the following prompts: ['A melSpectrogram for a C-Major piano solo']:
Pipeline usage
You can use the pipeline like so:
from diffusers import DiffusionPipeline
import torch
pipeline = DiffusionPipeline.from_pretrained("kerianheYi/CS245-fine-tunedSD0_100_14122", torch_dtype=torch.float16)
prompt = "A melSpectrogram for a C-Major piano solo"
image = pipeline(prompt).images[0]
image.save("my_image.png")
Training info
These are the key hyperparameters used during training:
- Epochs: 1
- 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 1, 2023
- Updated
- Dec 1, 2023