gptQuotes
This model is a fine-tuned version of facebook/opt-350m on an Abirate's English Quotes dataset.
Intended uses & limitations
Generating quotes with AI
Online demo
A demo of this AI is availible in a Huggingface Space. Do not use the version attached to this model, as it doesn't work.
Sample code
from transformers import pipeline
ai = pipeline('text-generation',model='sr5434/gptQuotes', tokenizer='facebook/opt-350m', device=-1)#,config={'max_length':45})
while True:
result = ai(input("Prompt>>>"))[0]['generated_text']
print(result)
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 15
Framework versions
- Transformers 4.25.1
- Pytorch 1.13.1+cu116
- Tokenizers 0.13.2