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cs_mT5-large2_2e-5_50_v0.3
kmok1/cs_mT5-large2_2e-5_50_v0.3
cs_mT5-large2_2e-5_50_v0.3 is a machine learning model from kmok1. 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
- Mar 10, 2024
- Updated
- Mar 10, 2024
- SHA
- 5a099574
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. -->
cs_mT5-large2_2e-5_50_v0.3
This model is a fine-tuned version of google/mt5-large on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 10.7179
- Bleu: 8.2299
- Gen Len: 19.0
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 50
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 22.4209 | 1.0 | 6 | 14.7377 | 5.6697 | 19.0 |
| 20.671 | 2.0 | 12 | 14.9637 | 6.7619 | 19.0 |
| 17.7208 | 3.0 | 18 | 14.6564 | 5.3777 | 19.0 |
| 22.9549 | 4.0 | 24 | 15.1568 | 6.7736 | 19.0 |
| 16.6185 | 5.0 | 30 | 14.1533 | 7.0263 | 19.0 |
| 22.1158 | 6.0 | 36 | 15.0667 | 7.1851 | 19.0 |
| 24.587 | 7.0 | 42 | 15.5166 | 7.6752 | 19.0 |
| 16.4955 | 8.0 | 48 | 14.5515 | 7.5521 | 19.0 |
| 21.0521 | 9.0 | 54 | 13.0890 | 7.7939 | 19.0 |
| 16.1149 | 10.0 | 60 | 11.8305 | 7.7866 | 19.0 |
| 12.8454 | 11.0 | 66 | 11.8727 | 7.7197 | 19.0 |
| 18.482 | 12.0 | 72 | 11.6011 | 7.5761 | 19.0 |
| 18.6175 | 13.0 | 78 | 11.8911 | 7.7925 | 19.0 |
| 12.6805 | 14.0 | 84 | 11.8462 | 7.3764 | 19.0 |
| 14.3151 | 15.0 | 90 | 11.4554 | 7.6604 | 19.0 |
| 17.2287 | 16.0 | 96 | 11.1727 | 8.0204 | 19.0 |
| 16.3546 | 17.0 | 102 | 10.7514 | 8.0859 | 19.0 |
| 16.3339 | 18.0 | 108 | 11.1960 | 8.1381 | 19.0 |
| 16.6065 | 19.0 | 114 | 11.3321 | 8.126 | 19.0 |
| 14.3851 | 20.0 | 120 | 10.9074 | 6.3032 | 19.0 |
| 15.8189 | 21.0 | 126 | 10.5179 | 6.3626 | 19.0 |
| 8.4543 | 22.0 | 132 | 10.6037 | 6.3223 | 19.0 |
| 18.0304 | 23.0 | 138 | 10.3665 | 6.236 | 19.0 |
| 13.1475 | 24.0 | 144 | 10.3107 | 7.4434 | 19.0 |
| 21.3407 | 25.0 | 150 | 10.2976 | 7.4596 | 19.0 |
| 15.8901 | 26.0 | 156 | 10.4723 | 7.2047 | 19.0 |
| 13.3029 | 27.0 | 162 | 10.7863 | 7.2047 | 19.0 |
| 9.6205 | 28.0 | 168 | 11.2429 | 7.2047 | 19.0 |
| 15.4244 | 29.0 | 174 | 11.5663 | 7.1797 | 19.0 |
| 10.8496 | 30.0 | 180 | 11.9665 | 7.1839 | 19.0 |
| 16.4213 | 31.0 | 186 | 12.3102 | 7.1002 | 19.0 |
| 19.9358 | 32.0 | 192 | 12.3951 | 7.1693 | 19.0 |
| 13.9974 | 33.0 | 198 | 12.6037 | 7.1693 | 19.0 |
| 18.1208 | 34.0 | 204 | 12.4725 | 7.0996 | 19.0 |
| 10.2059 | 35.0 | 210 | 12.1561 | 7.286 | 19.0 |
| 15.9016 | 36.0 | 216 | 11.9896 | 7.286 | 19.0 |
| 16.7008 | 37.0 | 222 | 11.4571 | 8.4159 | 19.0 |
| 14.4533 | 38.0 | 228 | 11.1535 | 8.4159 | 19.0 |
| 15.1107 | 39.0 | 234 | 11.1553 | 8.4159 | 19.0 |
| 13.2587 | 40.0 | 240 | 11.0539 | 7.2709 | 19.0 |
| 14.9836 | 41.0 | 246 | 11.3945 | 7.1574 | 19.0 |
| 13.083 | 42.0 | 252 | 11.3690 | 7.1948 | 19.0 |
| 24.9864 | 43.0 | 258 | 11.2586 | 8.2299 | 19.0 |
| 22.1657 | 44.0 | 264 | 11.1126 | 8.2299 | 19.0 |
| 15.6887 | 45.0 | 270 | 11.0112 | 8.2299 | 19.0 |
| 8.581 | 46.0 | 276 | 10.8892 | 8.2299 | 19.0 |
| 14.0141 | 47.0 | 282 | 10.8514 | 8.2299 | 19.0 |
| 11.8402 | 48.0 | 288 | 10.8129 | 8.2299 | 19.0 |
| 14.7845 | 49.0 | 294 | 10.7252 | 8.2299 | 19.0 |
| 18.8443 | 50.0 | 300 | 10.7179 | 8.2299 | 19.0 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.1.0+cu121
- Datasets 2.18.0
- Tokenizers 0.15.2
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- Mar 10, 2024
- Updated
- Mar 10, 2024