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md_mt5_0109_v2
Buseak/md_mt5_0109_v2
md_mt5_0109_v2 is a machine learning model from Buseak. 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
- mt5
- Access
- Public
- Created
- Jan 9, 2024
- Updated
- Jan 10, 2024
- SHA
- e16bbb03
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. -->
md_mt5_0109_v2
This model is a fine-tuned version of Buseak/md_mt5_0109 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.2368
- Bleu: 0.5272
- Gen Len: 18.9267
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: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 15
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 0.8133 | 1.0 | 975 | 0.4559 | 0.4502 | 18.9192 |
| 0.7386 | 2.0 | 1950 | 0.4087 | 0.4689 | 18.9203 |
| 0.6826 | 3.0 | 2925 | 0.3751 | 0.4854 | 18.9244 |
| 0.6321 | 4.0 | 3900 | 0.3450 | 0.4959 | 18.9221 |
| 0.6062 | 5.0 | 4875 | 0.3235 | 0.4977 | 18.9187 |
| 0.5634 | 6.0 | 5850 | 0.3027 | 0.5123 | 18.9172 |
| 0.5361 | 7.0 | 6825 | 0.2874 | 0.5146 | 18.9259 |
| 0.5152 | 8.0 | 7800 | 0.2719 | 0.5211 | 18.9295 |
| 0.503 | 9.0 | 8775 | 0.2661 | 0.5222 | 18.9292 |
| 0.4868 | 10.0 | 9750 | 0.2550 | 0.5258 | 18.9277 |
| 0.4691 | 11.0 | 10725 | 0.2485 | 0.5263 | 18.9251 |
| 0.4672 | 12.0 | 11700 | 0.2432 | 0.526 | 18.9238 |
| 0.4607 | 13.0 | 12675 | 0.2394 | 0.5268 | 18.9259 |
| 0.4536 | 14.0 | 13650 | 0.2369 | 0.5272 | 18.9267 |
| 0.4499 | 15.0 | 14625 | 0.2368 | 0.5272 | 18.9267 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- Jan 9, 2024
- Updated
- Jan 10, 2024