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fine_tuned_copa_croslo
lenatr99/fine_tuned_copa_croslo
fine_tuned_copa_croslo is a multiple choice model from lenatr99. Use it for the multiple choice task on the model card, and read the license before you ship it in a product. 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
- multiple choice
- Library
- transformers
- License
- cc-by-4.0
- Model type
- bert
- Access
- Public
- Created
- May 3, 2024
- Updated
- May 23, 2024
- SHA
- e3271604
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. -->
fine_tuned_copa_croslo
This model is a fine-tuned version of EMBEDDIA/crosloengual-bert on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.6931
- Accuracy: 0.55
- F1: 0.3903
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: 0.003
- 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
- training_steps: 400
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
|---|---|---|---|---|---|
| 0.7051 | 1.0 | 50 | 0.6931 | 0.53 | 0.5281 |
| 0.715 | 2.0 | 100 | 0.6931 | 0.55 | 0.3903 |
| 0.726 | 3.0 | 150 | 0.6931 | 0.55 | 0.3903 |
| 0.6975 | 4.0 | 200 | 0.6931 | 0.55 | 0.3903 |
| 0.7389 | 5.0 | 250 | 0.6931 | 0.6 | 0.5347 |
| 0.7271 | 6.0 | 300 | 0.6931 | 0.55 | 0.3903 |
| 0.7325 | 7.0 | 350 | 0.6931 | 0.55 | 0.3903 |
| 0.706 | 8.0 | 400 | 0.6931 | 0.55 | 0.3903 |
Framework versions
- Transformers 4.41.0
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- multiple choice
- Library
- transformers
- Type
- bert
- License
- cc-by-4.0
- Created
- May 3, 2024
- Updated
- May 23, 2024