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electricidad-sentiment-model
karina-aquino/electricidad-sentiment-model
electricidad-sentiment-model is a text classification model from karina-aquino. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- electra
- Access
- Public
- Created
- Jun 21, 2023
- Updated
- Jun 22, 2023
- SHA
- 86efc16b
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Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
electricidad-sentiment-model
This model is a fine-tuned version of mrm8488/electricidad-base-finetuned-muchocine on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2046
- Accuracy: 0.9440
- F1: 0.9420
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|---|---|---|---|---|---|
| 0.2578 | 1.0 | 1316 | 0.2057 | 0.9324 | 0.9329 |
| 0.1586 | 2.0 | 2632 | 0.2046 | 0.9440 | 0.9420 |
Framework versions
- Transformers 4.30.1
- Pytorch 2.0.1+cu117
- Datasets 2.12.0
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- electra
- Created
- Jun 21, 2023
- Updated
- Jun 22, 2023