pszemraj / tiny-gpt2-magicprompt

huggingface.co
Total runs: 49
24-hour runs: 0
7-day runs: 4
30-day runs: 12
Model's Last Updated: December 29 2025
text-generation

Introduction of tiny-gpt2-magicprompt

Model Details of tiny-gpt2-magicprompt

tiny-gpt2-magicprompt

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

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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

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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.

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