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huggingartists / lady-gaga
Model's Last Updated: March 09 2022
text-generation
Introduction of lady-gaga
Model Details of lady-gaga
I was made with huggingartists .
Create your own bot based on your favorite artist with the demo !
How does it work?
To understand how the model was developed, check the W&B report .
Training data
The model was trained on lyrics from Lady Gaga.
Dataset is available here . And can be used with:
from datasets import load_dataset
dataset = load_dataset("huggingartists/lady-gaga")
Explore the data , which is tracked with W&B artifacts at every step of the pipeline.
Training procedure
The model is based on a pre-trained GPT-2 which is fine-tuned on Lady Gaga's lyrics.
Hyperparameters and metrics are recorded in the W&B training run for full transparency and reproducibility.
At the end of training, the final model is logged and versioned.
How to use
You can use this model directly with a pipeline for text generation:
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingartists/lady-gaga')
generator("I am", num_return_sequences=5)
Or with Transformers library:
from transformers import AutoTokenizer, AutoModelWithLMHead
tokenizer = AutoTokenizer.from_pretrained("huggingartists/lady-gaga")
model = AutoModelWithLMHead.from_pretrained("huggingartists/lady-gaga")
Limitations and bias
The model suffers from the same limitations and bias as GPT-2 .
In addition, the data present in the user's tweets further affects the text generated by the model.
About
Built by Aleksey Korshuk
For more details, visit the project repository.
Runs of huggingartists lady-gaga on huggingface.co
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More Information About lady-gaga huggingface.co Model
Url of lady-gaga
lady-gaga huggingface.co Url
Provider of lady-gaga huggingface.co
Other API from huggingartists
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