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End of training
Browse files- README.md +80 -0
- generation_config.json +11 -0
README.md
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---
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license: apache-2.0
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base_model: emilstabil/DanSumT5-base-finetuned-test_6887-finetuned-test_1006
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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: DanSumT5-base-finetuned-test_6887-finetuned-test_1006-finetuned-test_11009
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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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# DanSumT5-base-finetuned-test_6887-finetuned-test_1006-finetuned-test_11009
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This model is a fine-tuned version of [emilstabil/DanSumT5-base-finetuned-test_6887-finetuned-test_1006](https://huggingface.co/emilstabil/DanSumT5-base-finetuned-test_6887-finetuned-test_1006) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.3782
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- Rouge1: 32.39
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- Rouge2: 8.6259
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- Rougel: 18.9711
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- Rougelsum: 29.8246
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- Gen Len: 126.34
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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: 5e-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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- gradient_accumulation_steps: 4
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- total_train_batch_size: 8
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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: 15
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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 | 100 | 2.3679 | 32.1169 | 8.3429 | 18.77 | 29.6623 | 126.64 |
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| No log | 2.0 | 200 | 2.3731 | 32.3698 | 8.6912 | 18.9051 | 29.7509 | 126.33 |
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| No log | 3.0 | 300 | 2.3613 | 31.6641 | 8.1301 | 18.0445 | 29.15 | 126.93 |
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| No log | 4.0 | 400 | 2.3572 | 32.2198 | 8.4769 | 18.4906 | 29.7567 | 126.98 |
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| 2.0202 | 5.0 | 500 | 2.3665 | 32.3042 | 8.3662 | 18.508 | 29.4379 | 126.47 |
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| 2.0202 | 6.0 | 600 | 2.3637 | 32.1451 | 8.7682 | 18.8803 | 29.6716 | 126.0 |
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| 2.0202 | 7.0 | 700 | 2.3640 | 32.1651 | 8.509 | 18.7387 | 29.588 | 125.97 |
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| 2.0202 | 8.0 | 800 | 2.3667 | 32.0836 | 8.5881 | 18.7982 | 29.7275 | 126.21 |
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| 2.0202 | 9.0 | 900 | 2.3733 | 32.0533 | 8.4997 | 18.6971 | 29.4086 | 125.88 |
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| 1.864 | 10.0 | 1000 | 2.3741 | 31.7214 | 8.226 | 18.3299 | 29.3011 | 125.79 |
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| 1.864 | 11.0 | 1100 | 2.3723 | 32.1068 | 8.5369 | 18.7853 | 29.4877 | 126.67 |
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| 1.864 | 12.0 | 1200 | 2.3784 | 32.6049 | 8.8493 | 19.2296 | 30.1329 | 126.99 |
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| 1.864 | 13.0 | 1300 | 2.3745 | 32.3626 | 8.6869 | 19.0018 | 29.7956 | 126.42 |
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| 1.864 | 14.0 | 1400 | 2.3771 | 32.8879 | 8.8559 | 18.9569 | 30.255 | 126.02 |
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| 1.7909 | 15.0 | 1500 | 2.3782 | 32.39 | 8.6259 | 18.9711 | 29.8246 | 126.34 |
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### Framework versions
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- Transformers 4.32.1
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- Pytorch 2.1.0
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- Datasets 2.12.0
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- Tokenizers 0.13.3
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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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"length_penalty": 5.0,
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"max_length": 128,
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"min_length": 9,
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"no_repeat_ngram_size": 3,
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"num_beams": 2,
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"pad_token_id": 0,
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"transformers_version": "4.32.1"
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}
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