Sponsored by
Agentkit
huggingtweets / titaniamcgrath
Model's Last Updated: August 20 2021
text-generation
Introduction of titaniamcgrath
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 Titania McGrath.
| Data | Titania McGrath |
|---|---|
| Tweets downloaded | 2759 |
| Retweets | 218 |
| Short tweets | 98 |
| Tweets kept | 2443 |
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 @titaniamcgrath'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/titaniamcgrath')
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 titaniamcgrath on huggingface.co
10
Total runs
0
24-hour runs
1
3-day runs
1
7-day runs
-3
30-day runs
More Information About titaniamcgrath huggingface.co Model
Url of titaniamcgrath
titaniamcgrath huggingface.co Url
Provider of titaniamcgrath huggingface.co
Other API from huggingtweets
Total runs:
465
Run Growth:
453
Growth Rate:
98.48%
Total runs:
332
Run Growth:
319
Growth Rate:
97.26%
Total runs:
262
Run Growth:
-12
Growth Rate:
-4.38%
Total runs:
195
Run Growth:
185
Growth Rate:
95.85%
Total runs:
186
Run Growth:
175
Growth Rate:
95.11%
Total runs:
172
Run Growth:
23
Growth Rate:
13.45%
Total runs:
170
Run Growth:
156
Growth Rate:
94.55%
Total runs:
166
Run Growth:
153
Growth Rate:
93.87%
Total runs:
159
Run Growth:
-67
Growth Rate:
-39.18%
Total runs:
151
Run Growth:
137
Growth Rate:
92.57%
Total runs:
135
Run Growth:
120
Growth Rate:
92.31%
Total runs:
130
Run Growth:
114
Growth Rate:
89.06%
Total runs:
118
Run Growth:
107
Growth Rate:
91.45%
Total runs:
118
Run Growth:
107
Growth Rate:
91.45%
Total runs:
77
Run Growth:
69
Growth Rate:
89.61%
Total runs:
73
Run Growth:
60
Growth Rate:
82.19%
Total runs:
59
Run Growth:
50
Growth Rate:
84.75%
Total runs:
49
Run Growth:
37
Growth Rate:
75.51%
Total runs:
48
Run Growth:
39
Growth Rate:
81.25%
Total runs:
48
Run Growth:
37
Growth Rate:
77.08%
Total runs:
39
Run Growth:
27
Growth Rate:
69.23%
Total runs:
38
Run Growth:
28
Growth Rate:
73.68%
Total runs:
38
Run Growth:
25
Growth Rate:
65.79%
Total runs:
37
Run Growth:
24
Growth Rate:
64.86%
Total runs:
36
Run Growth:
27
Growth Rate:
75.00%
Total runs:
36
Run Growth:
27
Growth Rate:
75.00%
Total runs:
35
Run Growth:
26
Growth Rate:
74.29%
Total runs:
33
Run Growth:
24
Growth Rate:
72.73%
Total runs:
32
Run Growth:
21
Growth Rate:
65.63%
Total runs:
31
Run Growth:
19
Growth Rate:
61.29%
Total runs:
31
Run Growth:
20
Growth Rate:
64.52%