I was made with huggingtweets.
Create your own bot based on your favorite user with the demo!
The model uses the following pipeline.
To understand how the model was developed, check the W&B report.
The model was trained on tweets from SA | Glitchre & glitchre & cosmic gangster.
| Data | SA | Glitchre | glitchre | cosmic gangster | | --- | --- | --- | --- | | Tweets downloaded | 2920 | 2891 | 2960 | | Retweets | 347 | 808 | 1410 | | Short tweets | 872 | 600 | 359 | | Tweets kept | 1701 | 1483 | 1191 |
The model is based on a pre-trained GPT-2 which is fine-tuned on @cosm1cgrandma-glitchre-glitchre8'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.
You can use this model directly with a pipeline for text generation:
from transformers import pipeline generator = pipeline('text-generation', model='huggingtweets/cosm1cgrandma-glitchre-glitchre8') generator("My dream is", num_return_sequences=5)
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.
Built by Boris Dayma
For more details, visit the project repository.
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