đ terminus-xl-velocity-v2
This is a full - rank finetuned model that addresses the need for high - quality text - to - image generation. It is derived from ptx0/terminus-xl-velocity-v1, offering enhanced performance and capabilities in generating images from text prompts.
đ Quick Start
This section provides a high - level overview of the model. The main validation prompt used during training was:
a cute anime character named toast
⨠Features
- Full - rank finetuning: Derived from ptx0/terminus-xl-velocity-v1, it offers a high - quality text - to - image generation solution.
- Specific validation settings: Ensures consistent and reliable results during validation.
- Reusable text encoder: The text encoder was not trained, allowing for the reuse of the base model text encoder for inference.
đ Documentation
Validation settings
Property |
Details |
CFG |
7.5 |
CFG Rescale |
0.7 |
Steps |
30 |
Sampler |
euler |
Seed |
420420420 |
Resolutions |
1024x1024,1152x960,896x1152 |
â ī¸ Important Note
The validation settings are not necessarily the same as the training settings.
Training settings
Property |
Details |
Training epochs |
0 |
Training steps |
5400 |
Learning rate |
1e - 06 |
Effective batch size |
32 (Micro - batch size: 8, Gradient accumulation steps: 4) |
Prediction type |
v_prediction |
Rescaled betas zero SNR |
True |
Optimizer |
AdamW, stochastic bf16 |
Precision |
Pure BF16 |
Xformers |
Enabled |
Datasets
celebrities
Property |
Details |
Repeats |
4 |
Total number of images |
1184 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
movieposters
Property |
Details |
Repeats |
5 |
Total number of images |
1728 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
normalnudes
Property |
Details |
Repeats |
5 |
Total number of images |
1056 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
propagandaposters
Property |
Details |
Repeats |
0 |
Total number of images |
608 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
guys
Property |
Details |
Repeats |
5 |
Total number of images |
352 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
pixel - art
Property |
Details |
Repeats |
0 |
Total number of images |
1024 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
signs
Property |
Details |
Repeats |
5 |
Total number of images |
352 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
moviecollection
Property |
Details |
Repeats |
0 |
Total number of images |
1888 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
bookcovers
Property |
Details |
Repeats |
0 |
Total number of images |
736 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
nijijourney
Property |
Details |
Repeats |
0 |
Total number of images |
608 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
experimental
Property |
Details |
Repeats |
0 |
Total number of images |
3040 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
ethnic
Property |
Details |
Repeats |
0 |
Total number of images |
3072 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
sports
Property |
Details |
Repeats |
0 |
Total number of images |
736 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
gay
Property |
Details |
Repeats |
0 |
Total number of images |
1056 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
architecture
Property |
Details |
Repeats |
0 |
Total number of images |
4320 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
shutterstock
Property |
Details |
Repeats |
0 |
Total number of images |
21059 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
cinemamix - 1mp
Property |
Details |
Repeats |
0 |
Total number of images |
8992 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
nsfw - 1024
Property |
Details |
Repeats |
0 |
Total number of images |
10761 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
anatomy
Property |
Details |
Repeats |
5 |
Total number of images |
16385 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
bg20k - 1024
Property |
Details |
Repeats |
0 |
Total number of images |
89250 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
yoga
Property |
Details |
Repeats |
0 |
Total number of images |
3584 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
photo - aesthetics
Property |
Details |
Repeats |
0 |
Total number of images |
33121 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
text - 1mp
Property |
Details |
Repeats |
5 |
Total number of images |
13123 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
photo - concept - bucket
Property |
Details |
Repeats |
0 |
Total number of images |
567521 |
Total number of aspect buckets |
3 |
Resolution |
1.0 megapixels |
Cropped |
True |
Crop style |
random |
Crop aspect |
random |
đ License
The model is licensed under the creativeml - openrail - m license.