Sponsored by
Tripo AI
huggingtweets / petermolydeux
Model's Last Updated: May 23 2021
text-generation
Introduction of petermolydeux
Model Details of petermolydeux
petermolydeux 🤖 AI Bot
@petermolydeux 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 @petermolydeux's tweets .
| Data | Quantity |
|---|---|
| Tweets downloaded | 1437 |
| Retweets | 12 |
| Short tweets | 21 |
| Tweets kept | 1404 |
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 @petermolydeux'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/petermolydeux')
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 petermolydeux on huggingface.co
12
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
-3
30-day runs
More Information About petermolydeux huggingface.co Model
Url of petermolydeux
petermolydeux huggingface.co Url
Provider of petermolydeux huggingface.co
Other API from huggingtweets
Total runs:
295
Run Growth:
284
Growth Rate:
96.27%
Total runs:
242
Run Growth:
26
Growth Rate:
10.74%
Total runs:
208
Run Growth:
199
Growth Rate:
95.67%
Total runs:
196
Run Growth:
-37
Growth Rate:
-18.88%
Total runs:
172
Run Growth:
-15
Growth Rate:
-8.72%
Total runs:
120
Run Growth:
111
Growth Rate:
92.50%
Total runs:
97
Run Growth:
-40
Growth Rate:
-39.22%
Total runs:
66
Run Growth:
54
Growth Rate:
81.82%
Total runs:
45
Run Growth:
36
Growth Rate:
80.00%
Total runs:
40
Run Growth:
33
Growth Rate:
82.50%
Total runs:
36
Run Growth:
29
Growth Rate:
80.56%
Total runs:
34
Run Growth:
24
Growth Rate:
70.59%
Total runs:
34
Run Growth:
13
Growth Rate:
40.63%
Total runs:
24
Run Growth:
14
Growth Rate:
58.33%
Total runs:
23
Run Growth:
13
Growth Rate:
56.52%
Total runs:
23
Run Growth:
13
Growth Rate:
56.52%
Total runs:
23
Run Growth:
14
Growth Rate:
60.87%
Total runs:
22
Run Growth:
14
Growth Rate:
63.64%
Total runs:
20
Run Growth:
11
Growth Rate:
55.00%
Total runs:
20
Run Growth:
12
Growth Rate:
60.00%
Total runs:
20
Run Growth:
13
Growth Rate:
65.00%
Total runs:
19
Run Growth:
6
Growth Rate:
31.58%
Total runs:
19
Run Growth:
5
Growth Rate:
26.32%
Total runs:
19
Run Growth:
6
Growth Rate:
37.50%
Total runs:
19
Run Growth:
4
Growth Rate:
28.57%
Total runs:
19
Run Growth:
9
Growth Rate:
47.37%
Total runs:
18
Run Growth:
6
Growth Rate:
33.33%