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goemotions_bertspanish_finetunig_e
mrovejaxd/goemotions_bertspanish_finetunig_e
goemotions_bertspanish_finetunig_e is a text classification model from mrovejaxd. 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
- bert
- Access
- Public
- Created
- May 2, 2023
- Updated
- May 2, 2023
- SHA
- 1465d5c4
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Datasets
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. -->
goemotions_bertspanish_finetunig_e
This model is a fine-tuned version of dccuchile/bert-base-spanish-wwm-cased on the go_emotions dataset. It achieves the following results on the evaluation set:
- Loss: 3.3859
- Accuracy: 0.4
- F1: 0.2778
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-06
- 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: 16
Training results
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Created
- May 2, 2023
- Updated
- May 2, 2023