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huggingtweets / kc_lyricbot
Model's Last Updated: April 14 2022
text-generation
Introduction of kc_lyricbot
I was made with huggingtweets .
Create your own bot based on your favorite user with the demo !
How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the W&B report .
Training data
The model was trained on tweets from King Crimson Lyric Bot.
| Data | King Crimson Lyric Bot |
|---|---|
| Tweets downloaded | 3250 |
| Retweets | 0 |
| Short tweets | 231 |
| Tweets kept | 3019 |
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 @kc_lyricbot's tweets.
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='huggingtweets/kc_lyricbot')
generator("My dream is", num_return_sequences=5)
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 Boris Dayma
For more details, visit the project repository.
Runs of huggingtweets kc_lyricbot on huggingface.co
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More Information About kc_lyricbot huggingface.co Model
Url of kc_lyricbot
kc_lyricbot huggingface.co Url
Provider of kc_lyricbot huggingface.co
Other API from huggingtweets
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