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Greek_Emotions_v02
gsar78/Greek_Emotions_v02
Greek_Emotions_v02 is a text classification model from gsar78. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as cc-by-4.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- cc-by-4.0
- Model type
- xlm-roberta
- Access
- Public
- Created
- Jul 22, 2024
- Updated
- Jul 22, 2024
- SHA
- 4a8ea61a
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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. -->
Greek_Emotions_v02
This model is a fine-tuned version of gsar78/HellenicSentimentAI on a custom emotions dataset. It achieves the following results on the evaluation set:
- Loss: 0.1866
- F1: 0.6305
- Precision: 0.6569
- Recall: 0.6155
- Roc Auc: 0.8750
- Hamming: 0.0586
- Lrap: 0.7413
- Lrloss: 0.2037
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: 1e-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
Framework versions
- Transformers 4.42.4
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- xlm-roberta
- License
- cc-by-4.0
- Created
- Jul 22, 2024
- Updated
- Jul 22, 2024