Sponsored by
APIMart
huggingtweets / janiedied
Model's Last Updated: February 17 2022
text-generation
Introduction of janiedied
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 Poolgirl Janie Diamond.
| Data | Poolgirl Janie Diamond |
|---|---|
| Tweets downloaded | 1505 |
| Retweets | 552 |
| Short tweets | 283 |
| Tweets kept | 670 |
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 @janiedied'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/janiedied')
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 janiedied on huggingface.co
153
Total runs
0
24-hour runs
0
3-day runs
19
7-day runs
142
30-day runs
More Information About janiedied huggingface.co Model
Url of janiedied
janiedied huggingface.co Url
Provider of janiedied huggingface.co
Other API from huggingtweets
Total runs:
433
Run Growth:
424
Growth Rate:
97.92%
Total runs:
312
Run Growth:
303
Growth Rate:
97.12%
Total runs:
279
Run Growth:
-2
Growth Rate:
-0.72%
Total runs:
181
Run Growth:
172
Growth Rate:
95.03%
Total runs:
174
Run Growth:
165
Growth Rate:
94.83%
Total runs:
164
Run Growth:
-72
Growth Rate:
-43.90%
Total runs:
162
Run Growth:
13
Growth Rate:
8.02%
Total runs:
152
Run Growth:
142
Growth Rate:
93.42%
Total runs:
138
Run Growth:
126
Growth Rate:
91.30%
Total runs:
117
Run Growth:
106
Growth Rate:
90.60%
Total runs:
113
Run Growth:
96
Growth Rate:
86.49%
Total runs:
110
Run Growth:
100
Growth Rate:
90.91%
Total runs:
109
Run Growth:
100
Growth Rate:
91.74%
Total runs:
102
Run Growth:
-4
Growth Rate:
-3.92%
Total runs:
74
Run Growth:
65
Growth Rate:
87.84%
Total runs:
71
Run Growth:
58
Growth Rate:
81.69%
Total runs:
55
Run Growth:
46
Growth Rate:
83.64%
Total runs:
47
Run Growth:
37
Growth Rate:
78.72%
Total runs:
46
Run Growth:
34
Growth Rate:
73.91%
Total runs:
46
Run Growth:
37
Growth Rate:
80.43%
Total runs:
39
Run Growth:
29
Growth Rate:
74.36%
Total runs:
37
Run Growth:
26
Growth Rate:
70.27%
Total runs:
37
Run Growth:
25
Growth Rate:
67.57%
Total runs:
36
Run Growth:
22
Growth Rate:
61.11%
Total runs:
36
Run Growth:
23
Growth Rate:
63.89%
Total runs:
35
Run Growth:
24
Growth Rate:
68.57%
Total runs:
35
Run Growth:
25
Growth Rate:
71.43%
Total runs:
34
Run Growth:
24
Growth Rate:
70.59%
Total runs:
32
Run Growth:
22
Growth Rate:
68.75%
Total runs:
32
Run Growth:
23
Growth Rate:
71.88%
Total runs:
30
Run Growth:
18
Growth Rate:
60.00%