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feel_it_finetuned_base_model
lupobricco/feel_it_finetuned_base_model
feel_it_finetuned_base_model is a text classification model from lupobricco. 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
- camembert
- Access
- Public
- Created
- May 6, 2024
- Updated
- May 20, 2024
- SHA
- 973e3105
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Base models
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. -->
feel_it_finetuned_pro_emit_correlations
This model is a fine-tuned version of MilaNLProc/feel-it-italian-emotion on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.3170
- F1: 0.4564
- Roc Auc: 0.6868
- Accuracy: 0.3162
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: 2e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | F1 | Roc Auc | Accuracy |
|---|---|---|---|---|---|---|
| 0.309 | 1.0 | 1037 | 0.2952 | 0.1169 | 0.5394 | 0.2079 |
| 0.2586 | 2.0 | 2074 | 0.2731 | 0.2947 | 0.6109 | 0.2766 |
| 0.2142 | 3.0 | 3111 | 0.2721 | 0.4023 | 0.6552 | 0.3024 |
| 0.1829 | 4.0 | 4148 | 0.2731 | 0.4274 | 0.6637 | 0.3076 |
| 0.1564 | 5.0 | 5185 | 0.2862 | 0.4288 | 0.6700 | 0.3110 |
| 0.1341 | 6.0 | 6222 | 0.3004 | 0.4502 | 0.6826 | 0.3024 |
| 0.1187 | 7.0 | 7259 | 0.3126 | 0.4548 | 0.6892 | 0.3230 |
| 0.1024 | 8.0 | 8296 | 0.3170 | 0.4564 | 0.6868 | 0.3162 |
| 0.0939 | 9.0 | 9333 | 0.3280 | 0.4516 | 0.6874 | 0.3110 |
| 0.0864 | 10.0 | 10370 | 0.3316 | 0.4501 | 0.6873 | 0.3076 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.3.0+cu118
- Datasets 2.19.0
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- camembert
- Created
- May 6, 2024
- Updated
- May 20, 2024