Generate/augment your prompt, stable diffusion style.
Enter a new dimension of creativity
This model is a fine-tuned version of
sshleifer/tiny-gpt2
on the Gustavosta/Stable-Diffusion-Prompts dataset.
It achieves the following results on the evaluation set:
Loss: 10.7918
perplexity: 48618.8756
Intended uses & limitations
???
Training and evaluation data
refer to the
Gustavosta/Stable-Diffusion-Prompts
dataset.
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 0.0001
train_batch_size: 8
eval_batch_size: 2
seed: 42
distributed_type: multi-GPU
num_devices: 2
gradient_accumulation_steps: 32
total_train_batch_size: 512
total_eval_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.05
num_epochs: 10.0
Training results
Training Loss
Epoch
Step
Validation Loss
10.8201
0.96
16
10.8191
10.8167
1.96
32
10.8145
10.8117
2.96
48
10.8095
10.8058
3.96
64
10.8025
10.7997
4.96
80
10.7989
10.7959
5.96
96
10.7947
10.7934
6.96
112
10.7925
10.7924
7.96
128
10.7919
10.7921
8.96
144
10.7918
10.792
9.96
160
10.7918
Framework versions
Transformers 4.25.0.dev0
Pytorch 1.13.0+cu117
Datasets 2.6.1
Tokenizers 0.13.1
Runs of pszemraj tiny-gpt2-magicprompt on huggingface.co
49
Total runs
0
24-hour runs
8
3-day runs
4
7-day runs
12
30-day runs
More Information About tiny-gpt2-magicprompt huggingface.co Model
tiny-gpt2-magicprompt huggingface.co
tiny-gpt2-magicprompt huggingface.co is an AI model on huggingface.co that provides tiny-gpt2-magicprompt's model effect (), which can be used instantly with this pszemraj tiny-gpt2-magicprompt model. huggingface.co supports a free trial of the tiny-gpt2-magicprompt model, and also provides paid use of the tiny-gpt2-magicprompt. Support call tiny-gpt2-magicprompt model through api, including Node.js, Python, http.
tiny-gpt2-magicprompt huggingface.co is an online trial and call api platform, which integrates tiny-gpt2-magicprompt's modeling effects, including api services, and provides a free online trial of tiny-gpt2-magicprompt, you can try tiny-gpt2-magicprompt online for free by clicking the link below.
pszemraj tiny-gpt2-magicprompt online free url in huggingface.co:
tiny-gpt2-magicprompt is an open source model from GitHub that offers a free installation service, and any user can find tiny-gpt2-magicprompt on GitHub to install. At the same time, huggingface.co provides the effect of tiny-gpt2-magicprompt install, users can directly use tiny-gpt2-magicprompt installed effect in huggingface.co for debugging and trial. It also supports api for free installation.
tiny-gpt2-magicprompt install url in huggingface.co: