Sponsored by
ThumbnailCreator.com
huggingtweets / anime
Model's Last Updated: August 11 2022
text-generation
Introduction of anime
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 Anime News Network.
| Data | Anime News Network |
|---|---|
| Tweets downloaded | 3252 |
| Retweets | 49 |
| Short tweets | 43 |
| Tweets kept | 3160 |
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 @anime'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/anime')
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 anime on huggingface.co
25
Total runs
0
24-hour runs
3
3-day runs
2
7-day runs
-2
30-day runs
More Information About anime huggingface.co Model
Url of anime
anime huggingface.co Url
Provider of anime huggingface.co
Other API from huggingtweets
Total runs:
298
Run Growth:
-1.4K
Growth Rate:
-493.13%
Total runs:
186
Run Growth:
-128
Growth Rate:
-72.32%
Total runs:
167
Run Growth:
-72
Growth Rate:
-44.72%
Total runs:
166
Run Growth:
-4
Growth Rate:
-2.50%
Total runs:
142
Run Growth:
-373
Growth Rate:
-266.43%
Total runs:
117
Run Growth:
-60
Growth Rate:
-51.28%
Total runs:
103
Run Growth:
-95
Growth Rate:
-95.00%
Total runs:
99
Run Growth:
-274
Growth Rate:
-297.83%
Total runs:
94
Run Growth:
-74
Growth Rate:
-84.09%
Total runs:
89
Run Growth:
-113
Growth Rate:
-136.14%
Total runs:
87
Run Growth:
-11
Growth Rate:
-13.58%
Total runs:
86
Run Growth:
-135
Growth Rate:
-168.75%
Total runs:
76
Run Growth:
-51
Growth Rate:
-78.46%
Total runs:
75
Run Growth:
-131
Growth Rate:
-187.14%
Total runs:
75
Run Growth:
-99
Growth Rate:
-143.48%
Total runs:
71
Run Growth:
-143
Growth Rate:
-216.67%
Total runs:
71
Run Growth:
-104
Growth Rate:
-157.58%
Total runs:
69
Run Growth:
-88
Growth Rate:
-135.38%
Total runs:
65
Run Growth:
-95
Growth Rate:
-163.79%
Total runs:
61
Run Growth:
-37
Growth Rate:
-68.52%
Total runs:
56
Run Growth:
38
Growth Rate:
71.70%
Total runs:
44
Run Growth:
25
Growth Rate:
58.14%
Total runs:
43
Run Growth:
31
Growth Rate:
67.39%
Total runs:
42
Run Growth:
28
Growth Rate:
63.64%
Total runs:
42
Run Growth:
28
Growth Rate:
62.22%
Total runs:
42
Run Growth:
28
Growth Rate:
63.64%
Total runs:
41
Run Growth:
-86
Growth Rate:
-209.76%
Total runs:
41
Run Growth:
27
Growth Rate:
65.85%
Total runs:
41
Run Growth:
26
Growth Rate:
60.47%
Total runs:
39
Run Growth:
25
Growth Rate:
64.10%
Total runs:
39
Run Growth:
18
Growth Rate:
46.15%
Total runs:
39
Run Growth:
20
Growth Rate:
50.00%