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mega-base-increased-bs
TheNewPing/mega-base-increased-bs
mega-base-increased-bs is a multiple choice model from TheNewPing. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- multiple choice
- Library
- transformers
- License
- apache-2.0
- Model type
- mega
- Access
- Public
- Created
- Jan 18, 2024
- Updated
- Jan 18, 2024
- SHA
- 1766ee06
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. -->
mega-base-increased-bs
This model is a fine-tuned version of mnaylor/mega-base-wikitext on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.6932
- Accuracy: 0.4957
- Precision: 0.4961
- Recall: 0.5469
- F1: 0.5203
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: 1024
- eval_batch_size: 1024
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
|---|---|---|---|---|---|---|---|
| No log | 1.0 | 34 | 0.6932 | 0.4990 | 0.4991 | 0.5469 | 0.5219 |
| No log | 2.0 | 68 | 0.6932 | 0.4959 | 0.4962 | 0.5455 | 0.5197 |
| No log | 3.0 | 102 | 0.6932 | 0.4957 | 0.4961 | 0.5469 | 0.5203 |
Framework versions
- Transformers 4.36.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0
- Task
- multiple choice
- Library
- transformers
- Type
- mega
- License
- apache-2.0
- Created
- Jan 18, 2024
- Updated
- Jan 18, 2024