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End of training

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  1. README.md +86 -0
  2. generation_config.json +13 -0
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: facebook/bart-base
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: bart-noised-with-gcd-dist-0.3
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+ results: []
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+ ---
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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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+
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+ # bart-noised-with-gcd-dist-0.3
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+
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+ This model is a fine-tuned version of [facebook/bart-base](https://huggingface.co/facebook/bart-base) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 1.0832
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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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: 16
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+ - eval_batch_size: 16
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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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+ - lr_scheduler_warmup_steps: 10
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+ - num_epochs: 3
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+ - mixed_precision_training: Native AMP
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss |
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+ |:-------------:|:-----:|:-----:|:---------------:|
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+ | 1.4395 | 0.11 | 500 | 1.3691 |
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+ | 1.4568 | 0.21 | 1000 | 1.3068 |
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+ | 1.3702 | 0.32 | 1500 | 1.2510 |
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+ | 1.2945 | 0.43 | 2000 | 1.2319 |
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+ | 1.3022 | 0.54 | 2500 | 1.2092 |
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+ | 1.1775 | 0.64 | 3000 | 1.2022 |
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+ | 1.1657 | 0.75 | 3500 | 1.1822 |
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+ | 1.1756 | 0.86 | 4000 | 1.1823 |
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+ | 1.2103 | 0.96 | 4500 | 1.1521 |
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+ | 1.1467 | 1.07 | 5000 | 1.1535 |
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+ | 1.0617 | 1.18 | 5500 | 1.1443 |
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+ | 1.0667 | 1.28 | 6000 | 1.1339 |
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+ | 1.0906 | 1.39 | 6500 | 1.1369 |
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+ | 1.0492 | 1.5 | 7000 | 1.1213 |
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+ | 1.0203 | 1.61 | 7500 | 1.1207 |
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+ | 0.9431 | 1.71 | 8000 | 1.1183 |
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+ | 1.0522 | 1.82 | 8500 | 1.1052 |
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+ | 1.0673 | 1.93 | 9000 | 1.0996 |
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+ | 0.9521 | 2.03 | 9500 | 1.1079 |
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+ | 0.9615 | 2.14 | 10000 | 1.0990 |
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+ | 0.996 | 2.25 | 10500 | 1.0976 |
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+ | 0.9458 | 2.35 | 11000 | 1.0997 |
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+ | 0.9375 | 2.46 | 11500 | 1.0939 |
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+ | 0.8869 | 2.57 | 12000 | 1.0896 |
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+ | 0.8934 | 2.68 | 12500 | 1.0895 |
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+ | 0.8561 | 2.78 | 13000 | 1.0839 |
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+ | 0.9795 | 2.89 | 13500 | 1.0834 |
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+ | 0.8886 | 3.0 | 14000 | 1.0832 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.37.2
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+ - Pytorch 2.1.2+cu121
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+ - Datasets 2.16.1
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+ - Tokenizers 0.15.1
generation_config.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "bos_token_id": 0,
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+ "decoder_start_token_id": 2,
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+ "early_stopping": true,
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+ "eos_token_id": 2,
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+ "forced_bos_token_id": 0,
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+ "forced_eos_token_id": 2,
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+ "no_repeat_ngram_size": 3,
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+ "num_beams": 4,
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+ "pad_token_id": 1,
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+ "transformers_version": "4.37.2"
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+ }