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End of training

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  1. README.md +63 -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: mrm8488/bert-mini2bert-mini-finetuned-cnn_daily_mail-summarization
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+ tags:
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+ - generated_from_trainer
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+ model-index:
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+ - name: bert2bert
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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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+ # bert2bert
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+
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+ This model is a fine-tuned version of [mrm8488/bert-mini2bert-mini-finetuned-cnn_daily_mail-summarization](https://huggingface.co/mrm8488/bert-mini2bert-mini-finetuned-cnn_daily_mail-summarization) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.1196
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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: 2e-05
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+ - train_batch_size: 4
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+ - eval_batch_size: 4
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+ - seed: 42
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+ - gradient_accumulation_steps: 2
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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: 5
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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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+ | 0.1386 | 1.0 | 3677 | 0.1256 |
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+ | 0.1294 | 2.0 | 7355 | 0.1227 |
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+ | 0.1233 | 3.0 | 11032 | 0.1210 |
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+ | 0.1204 | 4.0 | 14710 | 0.1200 |
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+ | 0.1191 | 5.0 | 18385 | 0.1196 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.38.2
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+ - Pytorch 2.2.1+cu121
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+ - Tokenizers 0.15.2
generation_config.json ADDED
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+ {
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+ "_from_model_config": true,
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+ "decoder_start_token_id": 101,
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+ "early_stopping": true,
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+ "eos_token_id": 102,
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+ "length_penalty": 2.0,
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+ "max_length": 142,
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+ "min_length": 56,
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+ "no_repeat_ngram_size": 3,
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+ "num_beams": 4,
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+ "pad_token_id": 0,
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+ "transformers_version": "4.38.2"
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+ }