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mlm-20230405-002-4
intanm/mlm-20230405-002-4
mlm-20230405-002-4 is a fill-mask model from intanm. Use it when you need the model to fill a missing word. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- License
- mit
- Model type
- bert
- Access
- Public
- Created
- Apr 5, 2023
- Updated
- Nov 17, 2023
- SHA
- 2ba52214
Try a prompt
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. -->
mlm-20230405-002-4
This model is a fine-tuned version of indobenchmark/indobert-base-p1 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.9203
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: 20
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 284 | 4.0646 |
| 4.7247 | 2.0 | 568 | 3.3108 |
| 4.7247 | 3.0 | 852 | 3.0008 |
| 3.1652 | 4.0 | 1136 | 2.7421 |
| 3.1652 | 5.0 | 1420 | 2.5398 |
| 2.6664 | 6.0 | 1704 | 2.4601 |
| 2.6664 | 7.0 | 1988 | 2.3281 |
| 2.4079 | 8.0 | 2272 | 2.2595 |
| 2.235 | 9.0 | 2556 | 2.2096 |
| 2.235 | 10.0 | 2840 | 2.1656 |
| 2.1012 | 11.0 | 3124 | 2.1208 |
| 2.1012 | 12.0 | 3408 | 2.0601 |
| 1.9958 | 13.0 | 3692 | 2.0032 |
| 1.9958 | 14.0 | 3976 | 2.0479 |
| 1.9279 | 15.0 | 4260 | 1.9541 |
| 1.8739 | 16.0 | 4544 | 1.9563 |
| 1.8739 | 17.0 | 4828 | 1.9444 |
| 1.8358 | 18.0 | 5112 | 1.9108 |
| 1.8358 | 19.0 | 5396 | 1.9408 |
| 1.8018 | 20.0 | 5680 | 1.9278 |
Framework versions
- Transformers 4.27.4
- Pytorch 2.0.0+cu118
- Datasets 2.11.0
- Tokenizers 0.13.3
- Task
- Fill-Mask
- Library
- transformers
- Type
- bert
- License
- mit
- Created
- Apr 5, 2023
- Updated
- Nov 17, 2023