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README.md ADDED
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+ ---
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+ library_name: transformers
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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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+ - generated_from_trainer
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+ metrics:
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+ - rouge
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+ model-index:
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+ - name: bart-large-aeslc-10-cnt-supervised-basic
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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-large-aeslc-10-cnt-supervised-basic
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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 an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 5.5122
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+ - Rouge1: 0.2421
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+ - Rouge2: 0.1162
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+ - Rougel: 0.23
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+ - Rougelsum: 0.2305
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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: 8
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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+ - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_ratio: 0.06
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+ - num_epochs: 20
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum |
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+ |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|
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+ | 4.8115 | 2.5 | 5 | 5.6510 | 0.1512 | 0.0659 | 0.1397 | 0.1397 |
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+ | 2.9123 | 5.0 | 10 | 4.9927 | 0.232 | 0.1171 | 0.2223 | 0.2229 |
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+ | 1.4885 | 7.5 | 15 | 5.0836 | 0.2577 | 0.1312 | 0.2487 | 0.2493 |
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+ | 1.2593 | 10.0 | 20 | 5.1864 | 0.2555 | 0.1244 | 0.2435 | 0.244 |
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+ | 0.9244 | 12.5 | 25 | 5.3341 | 0.2493 | 0.1196 | 0.2361 | 0.2364 |
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+ | 0.8451 | 15.0 | 30 | 5.4642 | 0.2438 | 0.1175 | 0.2315 | 0.2318 |
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+ | 0.9148 | 17.5 | 35 | 5.5031 | 0.2433 | 0.1167 | 0.2313 | 0.2316 |
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+ | 0.6394 | 20.0 | 40 | 5.5122 | 0.2421 | 0.1162 | 0.23 | 0.2305 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.53.3
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+ - Pytorch 2.6.0+cu124
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+ - Datasets 3.6.0
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+ - Tokenizers 0.21.2
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+ "transformers_version": "4.53.3"
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+ }
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tokenizer.json ADDED
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vocab.json ADDED
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