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utku-model-part1_latest
mutkuaydogdu/utku-model-part1_latest
utku-model-part1_latest is a feature extraction model from mutkuaydogdu. Use it when you need embeddings to search or compare 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
- Feature Extraction
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Apr 30, 2023
- Updated
- Apr 30, 2023
- SHA
- 6ab4a685
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. -->
utku-model-part1_latest
This model is a fine-tuned version of bert-base-uncased on the glue dataset. It achieves the following results on the evaluation set:
Validation Loss: 0.988973 Matthews Correlation: 0.568543
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: 8.80887270242613e-06
- train_batch_size: 4
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
Training results
| Epoch | Training Loss | Validation Loss | Mcc |
|---|---|---|---|
| 1 | 0.272100 | 0.702248 | 0.516378 |
| 2 | 0.451200 | 0.745428 | 0.580507 |
| 3 | 0.244100 | 0.859209 | 0.580807 |
| 4 | 0.160700 | 0.988973 | 0.568543 |
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3
- Task
- Feature Extraction
- Library
- transformers
- Type
- bert
- Created
- Apr 30, 2023
- Updated
- Apr 30, 2023