Sponsored by
APIMart
huggingtweets / imogenloisfox
Model's Last Updated: May 22 2021
text-generation
Introduction of imogenloisfox
Model Details of imogenloisfox
imo !!! 🤖 AI Bot
@imogenloisfox 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 @imogenloisfox's tweets .
| Data | Quantity |
|---|---|
| Tweets downloaded | 2473 |
| Retweets | 883 |
| Short tweets | 219 |
| Tweets kept | 1371 |
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 @imogenloisfox'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.
Intended uses & limitations
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/imogenloisfox')
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
Runs of huggingtweets imogenloisfox on huggingface.co
19
Total runs
0
24-hour runs
-1
3-day runs
0
7-day runs
8
30-day runs
More Information About imogenloisfox huggingface.co Model
Url of imogenloisfox
imogenloisfox huggingface.co Url
Provider of imogenloisfox huggingface.co
Other API from huggingtweets
Total runs:
292
Run Growth:
-1.3K
Growth Rate:
-459.93%
Total runs:
171
Run Growth:
-272
Growth Rate:
-159.06%
Total runs:
163
Run Growth:
-115
Growth Rate:
-70.55%
Total runs:
158
Run Growth:
-8
Growth Rate:
-5.06%
Total runs:
122
Run Growth:
-197
Growth Rate:
-161.48%
Total runs:
118
Run Growth:
-44
Growth Rate:
-37.29%
Total runs:
117
Run Growth:
-40
Growth Rate:
-34.19%
Total runs:
106
Run Growth:
-17
Growth Rate:
-16.04%
Total runs:
105
Run Growth:
-52
Growth Rate:
-49.52%
Total runs:
90
Run Growth:
-95
Growth Rate:
-105.56%
Total runs:
82
Run Growth:
-88
Growth Rate:
-107.32%
Total runs:
77
Run Growth:
-64
Growth Rate:
-83.12%
Total runs:
76
Run Growth:
-41
Growth Rate:
-53.95%
Total runs:
75
Run Growth:
-103
Growth Rate:
-137.33%
Total runs:
63
Run Growth:
-46
Growth Rate:
-74.19%
Total runs:
57
Run Growth:
-18
Growth Rate:
-31.58%
Total runs:
52
Run Growth:
-59
Growth Rate:
-113.46%
Total runs:
46
Run Growth:
36
Growth Rate:
78.26%
Total runs:
43
Run Growth:
-69
Growth Rate:
-160.47%
Total runs:
42
Run Growth:
34
Growth Rate:
80.95%
Total runs:
41
Run Growth:
30
Growth Rate:
73.17%
Total runs:
40
Run Growth:
27
Growth Rate:
67.50%
Total runs:
39
Run Growth:
29
Growth Rate:
74.36%
Total runs:
38
Run Growth:
30
Growth Rate:
78.95%
Total runs:
38
Run Growth:
-19
Growth Rate:
-50.00%
Total runs:
38
Run Growth:
26
Growth Rate:
68.42%