Sponsored by
APIMart
huggingtweets / isaac_a_arthur
Model's Last Updated: May 27 2022
text-generation
Introduction of isaac_a_arthur
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 Isaac Arthur.
| Data | Isaac Arthur |
|---|---|
| Tweets downloaded | 2697 |
| Retweets | 212 |
| Short tweets | 26 |
| Tweets kept | 2459 |
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 @isaac_a_arthur'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/isaac_a_arthur')
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 isaac_a_arthur on huggingface.co
28
Total runs
0
24-hour runs
0
3-day runs
3
7-day runs
16
30-day runs
More Information About isaac_a_arthur huggingface.co Model
Url of isaac_a_arthur
isaac_a_arthur huggingface.co Url
Provider of isaac_a_arthur huggingface.co
Other API from huggingtweets
Total runs:
452
Run Growth:
434
Growth Rate:
97.97%
Total runs:
323
Run Growth:
310
Growth Rate:
97.18%
Total runs:
278
Run Growth:
-5
Growth Rate:
-1.80%
Total runs:
187
Run Growth:
176
Growth Rate:
95.14%
Total runs:
180
Run Growth:
169
Growth Rate:
94.94%
Total runs:
169
Run Growth:
-75
Growth Rate:
-45.18%
Total runs:
167
Run Growth:
18
Growth Rate:
10.78%
Total runs:
160
Run Growth:
146
Growth Rate:
92.99%
Total runs:
159
Run Growth:
147
Growth Rate:
93.63%
Total runs:
143
Run Growth:
129
Growth Rate:
91.49%
Total runs:
125
Run Growth:
112
Growth Rate:
91.06%
Total runs:
120
Run Growth:
102
Growth Rate:
87.18%
Total runs:
114
Run Growth:
102
Growth Rate:
91.07%
Total runs:
113
Run Growth:
102
Growth Rate:
91.89%
Total runs:
75
Run Growth:
66
Growth Rate:
88.00%
Total runs:
71
Run Growth:
58
Growth Rate:
81.69%
Total runs:
57
Run Growth:
48
Growth Rate:
84.21%
Total runs:
47
Run Growth:
36
Growth Rate:
76.60%
Total runs:
46
Run Growth:
34
Growth Rate:
73.91%
Total runs:
46
Run Growth:
37
Growth Rate:
80.43%
Total runs:
38
Run Growth:
28
Growth Rate:
73.68%
Total runs:
37
Run Growth:
26
Growth Rate:
70.27%
Total runs:
37
Run Growth:
25
Growth Rate:
67.57%
Total runs:
36
Run Growth:
22
Growth Rate:
61.11%
Total runs:
36
Run Growth:
23
Growth Rate:
63.89%
Total runs:
35
Run Growth:
24
Growth Rate:
68.57%
Total runs:
35
Run Growth:
25
Growth Rate:
71.43%
Total runs:
34
Run Growth:
24
Growth Rate:
70.59%
Total runs:
32
Run Growth:
23
Growth Rate:
71.88%
Total runs:
31
Run Growth:
20
Growth Rate:
64.52%
Total runs:
30
Run Growth:
18
Growth Rate:
60.00%