Sponsored by
Vmake Labs Video Enhancer
huggingtweets / drilbot_neo
Model's Last Updated: June 10 2022
text-generation
Introduction of drilbot_neo
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 wintbot_neo.
| Data | wintbot_neo |
|---|---|
| Tweets downloaded | 3243 |
| Retweets | 373 |
| Short tweets | 468 |
| Tweets kept | 2402 |
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 @drilbot_neo'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/drilbot_neo')
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 drilbot_neo on huggingface.co
29
Total runs
0
24-hour runs
-1
3-day runs
-1
7-day runs
-14
30-day runs
More Information About drilbot_neo huggingface.co Model
Url of drilbot_neo
drilbot_neo huggingface.co Url
Provider of drilbot_neo huggingface.co
Other API from huggingtweets
Total runs:
293
Run Growth:
-1.4K
Growth Rate:
-467.24%
Total runs:
172
Run Growth:
-107
Growth Rate:
-62.21%
Total runs:
161
Run Growth:
-304
Growth Rate:
-188.82%
Total runs:
160
Run Growth:
-102
Growth Rate:
-63.75%
Total runs:
155
Run Growth:
-4
Growth Rate:
-2.58%
Total runs:
116
Run Growth:
-50
Growth Rate:
-43.10%
Total runs:
114
Run Growth:
-218
Growth Rate:
-191.23%
Total runs:
111
Run Growth:
-60
Growth Rate:
-54.05%
Total runs:
101
Run Growth:
-34
Growth Rate:
-33.66%
Total runs:
99
Run Growth:
-71
Growth Rate:
-71.72%
Total runs:
84
Run Growth:
-111
Growth Rate:
-132.14%
Total runs:
75
Run Growth:
-105
Growth Rate:
-140.00%
Total runs:
71
Run Growth:
-115
Growth Rate:
-161.97%
Total runs:
70
Run Growth:
-81
Growth Rate:
-115.71%
Total runs:
67
Run Growth:
-63
Growth Rate:
-94.03%
Total runs:
60
Run Growth:
-52
Growth Rate:
-86.67%
Total runs:
57
Run Growth:
-20
Growth Rate:
-35.09%
Total runs:
48
Run Growth:
37
Growth Rate:
77.08%
Total runs:
47
Run Growth:
-71
Growth Rate:
-151.06%
Total runs:
43
Run Growth:
31
Growth Rate:
72.09%
Total runs:
42
Run Growth:
28
Growth Rate:
66.67%
Total runs:
41
Run Growth:
32
Growth Rate:
78.05%
Total runs:
41
Run Growth:
25
Growth Rate:
64.10%
Total runs:
40
Run Growth:
26
Growth Rate:
65.00%
Total runs:
40
Run Growth:
26
Growth Rate:
65.00%
Total runs:
40
Run Growth:
27
Growth Rate:
67.50%
Total runs:
39
Run Growth:
28
Growth Rate:
71.79%
Total runs:
39
Run Growth:
23
Growth Rate:
57.50%
Total runs:
38
Run Growth:
19
Growth Rate:
50.00%