Commit
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3b435e0
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Parent(s):
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Model save
Browse files- README.md +91 -0
- generation_config.json +6 -0
- pytorch_model.bin +1 -1
README.md
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---
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tags:
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- generated_from_trainer
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metrics:
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- rouge
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model-index:
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- name: ptt5-wikilingua-temario
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# ptt5-wikilingua-temario
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This model was trained from scratch on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.4417
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- Rouge1: 8.787
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- Rouge2: 5.5133
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- Rougel: 7.7732
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- Rougelsum: 8.5033
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- Gen Len: 19.0
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 2
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- eval_batch_size: 2
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 30
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:-------:|
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| No log | 1.0 | 88 | 2.7066 | 7.5069 | 3.1524 | 6.0693 | 7.1909 | 19.0 |
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| No log | 2.0 | 176 | 2.6314 | 7.663 | 3.5887 | 6.1987 | 7.3444 | 19.0 |
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| 2.9286 | 3.0 | 264 | 2.5823 | 8.4012 | 4.3812 | 7.0272 | 8.0549 | 19.0 |
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| 2.9286 | 4.0 | 352 | 2.5548 | 8.6227 | 4.8271 | 7.1687 | 8.2419 | 19.0 |
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| 2.6522 | 5.0 | 440 | 2.5300 | 8.6178 | 4.7726 | 7.2234 | 8.2637 | 19.0 |
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| 2.6522 | 6.0 | 528 | 2.5124 | 8.7431 | 4.8169 | 7.4449 | 8.3875 | 19.0 |
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| 2.5237 | 7.0 | 616 | 2.4978 | 8.8796 | 5.0694 | 7.5619 | 8.5038 | 19.0 |
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| 2.5237 | 8.0 | 704 | 2.4917 | 8.7714 | 5.1832 | 7.643 | 8.4577 | 19.0 |
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| 2.5237 | 9.0 | 792 | 2.4801 | 8.7998 | 5.2361 | 7.6774 | 8.4935 | 19.0 |
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| 2.4402 | 10.0 | 880 | 2.4716 | 8.9029 | 5.254 | 7.7002 | 8.5854 | 19.0 |
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| 2.4402 | 11.0 | 968 | 2.4668 | 8.949 | 5.3352 | 7.7535 | 8.6621 | 19.0 |
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| 2.3925 | 12.0 | 1056 | 2.4640 | 8.8126 | 5.1864 | 7.5918 | 8.4955 | 19.0 |
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| 2.3925 | 13.0 | 1144 | 2.4581 | 8.8663 | 5.293 | 7.6271 | 8.537 | 19.0 |
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| 2.3189 | 14.0 | 1232 | 2.4516 | 8.9118 | 5.3828 | 7.6637 | 8.581 | 19.0 |
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| 2.3189 | 15.0 | 1320 | 2.4500 | 8.9342 | 5.4024 | 7.7154 | 8.5934 | 19.0 |
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| 2.2561 | 16.0 | 1408 | 2.4502 | 8.8847 | 5.5391 | 7.8322 | 8.611 | 19.0 |
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| 2.2561 | 17.0 | 1496 | 2.4485 | 8.8129 | 5.4839 | 7.7874 | 8.5371 | 19.0 |
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| 2.2561 | 18.0 | 1584 | 2.4448 | 8.8058 | 5.4796 | 7.7881 | 8.5264 | 19.0 |
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| 2.231 | 19.0 | 1672 | 2.4435 | 8.7837 | 5.4104 | 7.7718 | 8.5261 | 19.0 |
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| 2.231 | 20.0 | 1760 | 2.4437 | 8.7946 | 5.4966 | 7.7942 | 8.5357 | 19.0 |
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| 2.2094 | 21.0 | 1848 | 2.4432 | 8.7801 | 5.4826 | 7.7942 | 8.5156 | 19.0 |
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| 2.2094 | 22.0 | 1936 | 2.4452 | 8.7801 | 5.4826 | 7.7942 | 8.5156 | 19.0 |
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| 2.1987 | 23.0 | 2024 | 2.4424 | 8.8398 | 5.5067 | 7.8209 | 8.5856 | 19.0 |
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| 2.1987 | 24.0 | 2112 | 2.4440 | 8.8398 | 5.5067 | 7.8209 | 8.5856 | 19.0 |
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| 2.1643 | 25.0 | 2200 | 2.4397 | 8.8398 | 5.5067 | 7.8209 | 8.5856 | 19.0 |
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| 2.1643 | 26.0 | 2288 | 2.4411 | 8.8072 | 5.5271 | 7.7949 | 8.5449 | 19.0 |
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| 2.1643 | 27.0 | 2376 | 2.4424 | 8.8192 | 5.4877 | 7.7992 | 8.5387 | 19.0 |
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| 2.1376 | 28.0 | 2464 | 2.4423 | 8.787 | 5.5133 | 7.7732 | 8.5033 | 19.0 |
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| 2.1376 | 29.0 | 2552 | 2.4423 | 8.787 | 5.5133 | 7.7732 | 8.5033 | 19.0 |
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| 2.1601 | 30.0 | 2640 | 2.4417 | 8.787 | 5.5133 | 7.7732 | 8.5033 | 19.0 |
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### Framework versions
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- Transformers 4.34.0
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- Pytorch 2.0.1+cu117
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- Datasets 2.14.5
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- Tokenizers 0.14.1
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generation_config.json
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{
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"decoder_start_token_id": 0,
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"eos_token_id": 1,
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"pad_token_id": 0,
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"transformers_version": "4.34.0"
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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size 891702929
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version https://git-lfs.github.com/spec/v1
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oid sha256:17a741ba06f01198d01097b244f2ceb4caa04c38a527cb6ef671291b9b5d5001
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size 891702929
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