Sponsored by
APIMart
huggingtweets / guyfieri
Model's Last Updated: September 14 2022
text-generation
Introduction of guyfieri
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 Mayor Guy Fieri.
| Data | Mayor Guy Fieri |
|---|---|
| Tweets downloaded | 3248 |
| Retweets | 978 |
| Short tweets | 132 |
| Tweets kept | 2138 |
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 @guyfieri'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/guyfieri')
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 guyfieri on huggingface.co
31
Total runs
0
24-hour runs
0
3-day runs
3
7-day runs
20
30-day runs
More Information About guyfieri huggingface.co Model
Url of guyfieri
guyfieri huggingface.co Url
Provider of guyfieri huggingface.co
Other API from huggingtweets
Total runs:
460
Run Growth:
445
Growth Rate:
98.45%
Total runs:
328
Run Growth:
314
Growth Rate:
97.21%
Total runs:
274
Run Growth:
-8
Growth Rate:
-2.88%
Total runs:
193
Run Growth:
179
Growth Rate:
95.72%
Total runs:
184
Run Growth:
171
Growth Rate:
95.00%
Total runs:
171
Run Growth:
-69
Growth Rate:
-40.83%
Total runs:
171
Run Growth:
18
Growth Rate:
10.59%
Total runs:
165
Run Growth:
150
Growth Rate:
94.34%
Total runs:
163
Run Growth:
150
Growth Rate:
93.75%
Total runs:
148
Run Growth:
132
Growth Rate:
92.31%
Total runs:
130
Run Growth:
115
Growth Rate:
92.00%
Total runs:
128
Run Growth:
106
Growth Rate:
88.33%
Total runs:
117
Run Growth:
103
Growth Rate:
91.15%
Total runs:
117
Run Growth:
104
Growth Rate:
91.23%
Total runs:
77
Run Growth:
67
Growth Rate:
89.33%
Total runs:
73
Run Growth:
58
Growth Rate:
81.69%
Total runs:
59
Run Growth:
48
Growth Rate:
84.21%
Total runs:
49
Run Growth:
35
Growth Rate:
74.47%
Total runs:
48
Run Growth:
37
Growth Rate:
80.43%
Total runs:
48
Run Growth:
36
Growth Rate:
76.60%
Total runs:
39
Run Growth:
28
Growth Rate:
73.68%
Total runs:
39
Run Growth:
25
Growth Rate:
67.57%
Total runs:
38
Run Growth:
27
Growth Rate:
72.97%
Total runs:
38
Run Growth:
23
Growth Rate:
63.89%
Total runs:
37
Run Growth:
23
Growth Rate:
63.89%
Total runs:
36
Run Growth:
26
Growth Rate:
74.29%
Total runs:
36
Run Growth:
26
Growth Rate:
74.29%
Total runs:
35
Run Growth:
25
Growth Rate:
73.53%
Total runs:
33
Run Growth:
23
Growth Rate:
71.88%
Total runs:
32
Run Growth:
20
Growth Rate:
64.52%
Total runs:
31
Run Growth:
18
Growth Rate:
60.00%