Total runs:
322
Run Growth:
-1.2K
Growth Rate:
-385.40%
Sponsored by
APIMart
huggingtweets / opalresplendent
Model's Last Updated: May 23 2021
text-generation
Introduction of opalresplendent
Model Details of opalresplendent
Opal, Effortlessly 🤖 AI Bot
@opalresplendent 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 @opalresplendent's tweets .
| Data | Quantity |
|---|---|
| Tweets downloaded | 3237 |
| Retweets | 406 |
| Short tweets | 499 |
| Tweets kept | 2332 |
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 @opalresplendent'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/opalresplendent')
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 opalresplendent on huggingface.co
36
Total runs
0
24-hour runs
3
3-day runs
12
7-day runs
30
30-day runs
More Information About opalresplendent huggingface.co Model
Url of opalresplendent
opalresplendent huggingface.co Url
Provider of opalresplendent huggingface.co
Other API from huggingtweets
Updated:June 28 2022
Total runs:
210
Run Growth:
-159
Growth Rate:
-75.71%
Total runs:
191
Run Growth:
-111
Growth Rate:
-58.12%
Total runs:
161
Run Growth:
-97
Growth Rate:
-60.25%
Total runs:
153
Run Growth:
-49
Growth Rate:
-32.03%
Total runs:
137
Run Growth:
-17
Growth Rate:
-12.41%
Total runs:
119
Run Growth:
-11
Growth Rate:
-9.24%
Total runs:
108
Run Growth:
-49
Growth Rate:
-45.37%
Total runs:
97
Run Growth:
-11
Growth Rate:
-11.34%
Total runs:
87
Run Growth:
-10
Growth Rate:
-11.49%
Total runs:
87
Run Growth:
-64
Growth Rate:
-73.56%
Total runs:
72
Run Growth:
-17
Growth Rate:
-23.61%
Total runs:
66
Run Growth:
-23
Growth Rate:
-34.85%
Total runs:
60
Run Growth:
-5
Growth Rate:
-8.33%
Total runs:
60
Run Growth:
-30
Growth Rate:
-50.00%
Total runs:
37
Run Growth:
-38
Growth Rate:
-102.70%
Total runs:
37
Run Growth:
30
Growth Rate:
81.08%
Total runs:
36
Run Growth:
-25
Growth Rate:
-69.44%
Total runs:
35
Run Growth:
25
Growth Rate:
71.43%
Total runs:
35
Run Growth:
13
Growth Rate:
37.14%
Total runs:
35
Run Growth:
-27
Growth Rate:
-77.14%
Total runs:
34
Run Growth:
28
Growth Rate:
82.35%
Total runs:
34
Run Growth:
-7
Growth Rate:
-20.59%
Total runs:
33
Run Growth:
-15
Growth Rate:
-45.45%
Total runs:
32
Run Growth:
23
Growth Rate:
71.88%
Total runs:
32
Run Growth:
-2
Growth Rate:
-6.25%
Total runs:
32
Run Growth:
21
Growth Rate:
65.63%