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huggingtweets / gingerbreadfork
Model's Last Updated: May 22 2021
text-generation
Introduction of gingerbreadfork
Model Details of gingerbreadfork
Gingerbreadfork 🤖 AI Bot
@gingerbreadfork bot
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 @gingerbreadfork's tweets .
| Data | Quantity |
|---|---|
| Tweets downloaded | 2680 |
| Retweets | 607 |
| Short tweets | 441 |
| Tweets kept | 1632 |
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 @gingerbreadfork'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/gingerbreadfork')
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 gingerbreadfork on huggingface.co
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More Information About gingerbreadfork huggingface.co Model
Url of gingerbreadfork
gingerbreadfork huggingface.co Url
Provider of gingerbreadfork huggingface.co
Other API from huggingtweets
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