Sponsored by
APIMart
huggingtweets / nolanatlas
Model's Last Updated: May 23 2021
text-generation
Introduction of nolanatlas
Model Details of nolanatlas
nolan 🤖 AI Bot
@nolanatlas 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 @nolanatlas's tweets .
| Data | Quantity |
|---|---|
| Tweets downloaded | 537 |
| Retweets | 252 |
| Short tweets | 80 |
| Tweets kept | 205 |
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 @nolanatlas'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/nolanatlas')
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 nolanatlas on huggingface.co
32
Total runs
0
24-hour runs
-5
3-day runs
-5
7-day runs
10
30-day runs
More Information About nolanatlas huggingface.co Model
Url of nolanatlas
nolanatlas huggingface.co Url
Provider of nolanatlas huggingface.co
Other API from huggingtweets
Total runs:
283
Run Growth:
-1.4K
Growth Rate:
-489.15%
Total runs:
204
Run Growth:
-108
Growth Rate:
-53.47%
Total runs:
186
Run Growth:
-57
Growth Rate:
-31.32%
Total runs:
178
Run Growth:
10
Growth Rate:
5.71%
Total runs:
155
Run Growth:
-103
Growth Rate:
-67.32%
Total runs:
130
Run Growth:
-8
Growth Rate:
-6.15%
Total runs:
121
Run Growth:
-63
Growth Rate:
-53.85%
Total runs:
111
Run Growth:
-110
Growth Rate:
-100.92%
Total runs:
108
Run Growth:
-79
Growth Rate:
-75.24%
Total runs:
102
Run Growth:
-137
Growth Rate:
-137.00%
Total runs:
100
Run Growth:
-130
Growth Rate:
-128.71%
Total runs:
96
Run Growth:
-123
Growth Rate:
-128.13%
Total runs:
95
Run Growth:
11
Growth Rate:
11.96%
Total runs:
91
Run Growth:
-115
Growth Rate:
-127.78%
Total runs:
89
Run Growth:
-97
Growth Rate:
-112.79%
Total runs:
86
Run Growth:
-89
Growth Rate:
-102.30%
Total runs:
84
Run Growth:
-43
Growth Rate:
-51.19%
Total runs:
81
Run Growth:
-29
Growth Rate:
-35.37%
Total runs:
78
Run Growth:
-93
Growth Rate:
-119.23%
Total runs:
77
Run Growth:
-23
Growth Rate:
-29.87%
Total runs:
72
Run Growth:
36
Growth Rate:
54.55%
Total runs:
37
Run Growth:
26
Growth Rate:
70.27%
Total runs:
36
Run Growth:
19
Growth Rate:
52.78%
Total runs:
34
Run Growth:
-90
Growth Rate:
-250.00%
Total runs:
33
Run Growth:
8
Growth Rate:
23.53%
Total runs:
33
Run Growth:
20
Growth Rate:
57.14%
Total runs:
33
Run Growth:
3
Growth Rate:
9.38%
Total runs:
33
Run Growth:
-7
Growth Rate:
-21.21%
Total runs:
33
Run Growth:
12
Growth Rate:
36.36%
Total runs:
32
Run Growth:
7
Growth Rate:
21.21%
Total runs:
32
Run Growth:
6
Growth Rate:
18.18%
Total runs:
32
Run Growth:
21
Growth Rate:
65.63%
Total runs:
32
Run Growth:
16
Growth Rate:
47.06%