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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: facebook/bart-large
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+ tags:
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+ - text2text-generation
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+ - generated_from_trainer
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+ metrics:
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+ - sacrebleu
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+ model-index:
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+ - name: model_v5_v2
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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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+ # model_v5_v2
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+
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+ This model is a fine-tuned version of [facebook/bart-large](https://huggingface.co/facebook/bart-large) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.5446
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+ - Sacrebleu: 66.8833
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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: 1e-05
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+ - train_batch_size: 32
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+ - eval_batch_size: 32
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+ - seed: 42
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+ - gradient_accumulation_steps: 4
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+ - total_train_batch_size: 128
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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: 20
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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 | Sacrebleu |
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+ |:-------------:|:-----:|:----:|:---------------:|:---------:|
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+ | No log | 1.0 | 109 | 0.5768 | 65.2132 |
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+ | No log | 2.0 | 219 | 0.5885 | 66.1069 |
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+ | No log | 3.0 | 328 | 0.5681 | 66.6363 |
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+ | No log | 4.0 | 438 | 0.5766 | 66.7355 |
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+ | No log | 5.0 | 547 | 0.5446 | 66.8833 |
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+ | No log | 6.0 | 657 | 0.5664 | 66.9772 |
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+ | No log | 7.0 | 766 | 0.5890 | 67.0638 |
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+ | No log | 8.0 | 876 | 0.6305 | 67.0642 |
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+ | No log | 9.0 | 985 | 0.6091 | 67.0855 |
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+ | No log | 10.0 | 1095 | 0.5990 | 67.1479 |
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+ | No log | 11.0 | 1204 | 0.6375 | 67.0056 |
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+ | No log | 12.0 | 1314 | 0.6182 | 67.0154 |
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+ | No log | 13.0 | 1423 | 0.6216 | 66.9095 |
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+ | No log | 14.0 | 1533 | 0.6204 | 67.1035 |
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+ | No log | 15.0 | 1642 | 0.6623 | 66.8847 |
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+ | No log | 16.0 | 1752 | 0.6614 | 67.0027 |
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+ | No log | 17.0 | 1861 | 0.6801 | 66.9272 |
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+ | No log | 18.0 | 1971 | 0.6500 | 66.9428 |
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+ | No log | 19.0 | 2080 | 0.6529 | 66.8661 |
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+ | No log | 19.91 | 2180 | 0.6514 | 66.8420 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.39.3
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+ - Pytorch 2.1.2
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+ - Datasets 2.18.0
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+ - Tokenizers 0.15.2
generation_config.json ADDED
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+ {
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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": "4.39.3"
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+ }
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