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keras-emotions-classificator
nickprock/keras-emotions-classificator
keras-emotions-classificator is a text classification model from nickprock. Use it when you need a label for a piece of text. It is set up for tf-keras. The card lists the license as mit.
Model created using NLP with Tranformers tutorials for teaching purposes.
All-time downloads
420
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Repo size
272 MB
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0
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Repo makeup
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.data-00000-of-00001268 MB · 99%
At a glance
- Task
- Text Classification
- Library
- tf-keras
- License
- mit
- Access
- Public
- Created
- Sep 25, 2023
- Updated
- Jul 29, 2024
- SHA
- d52a7b7b
Try a prompt
Datasets
Model card
From the Hugging Face model README
Model description
Model created using NLP with Tranformers tutorials for teaching purposes.
Training and evaluation data
Il dataset usato è "emotion" the 20K version.
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
| Hyperparameters | Value |
|---|---|
| name | Adam |
| weight_decay | None |
| clipnorm | None |
| global_clipnorm | None |
| clipvalue | None |
| use_ema | False |
| ema_momentum | 0.99 |
| ema_overwrite_frequency | None |
| jit_compile | True |
| is_legacy_optimizer | False |
| learning_rate | 4.999999873689376e-05 |
| beta_1 | 0.9 |
| beta_2 | 0.999 |
| epsilon | 1e-07 |
| amsgrad | False |
| training_precision | float32 |
Model Plot
<details> <summary>View Model Plot</summary>
- Task
- Text Classification
- Library
- tf-keras
- License
- mit
- Languages
- en
- Created
- Sep 25, 2023
- Updated
- Jul 29, 2024