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ConcPurcBERT-Katch-0329-v2
MSParkDev/ConcPurcBERT-Katch-0329-v2
ConcPurcBERT-Katch-0329-v2 is a machine learning model from MSParkDev. Use it for the machine learning 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
- Library
- transformers
- License
- apache-2.0
- Model type
- bert
- Access
- Public
- Created
- Mar 29, 2024
- Updated
- Mar 29, 2024
- SHA
- 4627845b
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. -->
ConcPurcBERT-Katch-0329-v2
This model is a fine-tuned version of google-bert/bert-base-multilingual-cased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.4808
- Accuracy: 0.7855
- F1: 0.7854
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 | Accuracy | F1 |
|---|---|---|---|---|---|
| 0.4707 | 1.0 | 2522 | 0.5220 | 0.7553 | 0.7517 |
| 0.4152 | 2.0 | 5044 | 0.4808 | 0.7855 | 0.7854 |
| 0.385 | 3.0 | 7566 | 0.5768 | 0.7846 | 0.7834 |
| 0.3495 | 4.0 | 10088 | 0.7314 | 0.7945 | 0.7945 |
| 0.3282 | 5.0 | 12610 | 0.8054 | 0.7893 | 0.7890 |
| 0.3214 | 6.0 | 15132 | 0.9016 | 0.7898 | 0.7895 |
| 0.3038 | 7.0 | 17654 | 1.0931 | 0.7890 | 0.7890 |
| 0.235 | 8.0 | 20176 | 1.1521 | 0.7749 | 0.7741 |
| 0.1705 | 9.0 | 22698 | 1.3791 | 0.7758 | 0.7756 |
| 0.1252 | 10.0 | 25220 | 1.4324 | 0.7742 | 0.7739 |
Framework versions
- Transformers 4.36.0.dev0
- Pytorch 2.0.0
- Datasets 2.14.5
- Tokenizers 0.14.1
- Library
- transformers
- Type
- bert
- License
- apache-2.0
- Created
- Mar 29, 2024
- Updated
- Mar 29, 2024