Sponsored by
APIMart
huggingtweets / rterdogan
Model's Last Updated: June 12 2022
text-generation
Introduction of rterdogan
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 Recep Tayyip Erdoğan.
| Data | Recep Tayyip Erdoğan |
|---|---|
| Tweets downloaded | 3250 |
| Retweets | 418 |
| Short tweets | 54 |
| Tweets kept | 2778 |
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 @rterdogan'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/rterdogan')
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 rterdogan on huggingface.co
22
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
-10
30-day runs
More Information About rterdogan huggingface.co Model
Url of rterdogan
rterdogan huggingface.co Url
Provider of rterdogan huggingface.co
Other API from huggingtweets
Total runs:
305
Run Growth:
-1.3K
Growth Rate:
-438.36%
Total runs:
171
Run Growth:
-281
Growth Rate:
-164.33%
Total runs:
163
Run Growth:
-115
Growth Rate:
-70.55%
Total runs:
158
Run Growth:
-11
Growth Rate:
-6.96%
Total runs:
122
Run Growth:
-201
Growth Rate:
-164.75%
Total runs:
117
Run Growth:
-43
Growth Rate:
-36.75%
Total runs:
116
Run Growth:
-51
Growth Rate:
-43.97%
Total runs:
106
Run Growth:
-19
Growth Rate:
-17.92%
Total runs:
105
Run Growth:
-54
Growth Rate:
-51.43%
Total runs:
90
Run Growth:
-97
Growth Rate:
-107.78%
Total runs:
81
Run Growth:
-91
Growth Rate:
-112.35%
Total runs:
76
Run Growth:
-67
Growth Rate:
-88.16%
Total runs:
75
Run Growth:
-105
Growth Rate:
-140.00%
Total runs:
75
Run Growth:
-44
Growth Rate:
-57.89%
Total runs:
60
Run Growth:
-43
Growth Rate:
-68.25%
Total runs:
57
Run Growth:
-18
Growth Rate:
-31.58%
Total runs:
52
Run Growth:
-61
Growth Rate:
-117.31%
Total runs:
46
Run Growth:
36
Growth Rate:
78.26%
Total runs:
43
Run Growth:
30
Growth Rate:
73.17%
Total runs:
42
Run Growth:
34
Growth Rate:
80.95%
Total runs:
41
Run Growth:
-73
Growth Rate:
-178.05%
Total runs:
40
Run Growth:
27
Growth Rate:
67.50%
Total runs:
40
Run Growth:
30
Growth Rate:
75.00%
Total runs:
39
Run Growth:
25
Growth Rate:
67.57%
Total runs:
38
Run Growth:
29
Growth Rate:
76.32%
Total runs:
38
Run Growth:
26
Growth Rate:
68.42%