WasibMehmood
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End of training
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README.md
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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: sshleifer/distilbart-cnn-12-6
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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: cleaned_ds
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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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# cleaned_ds
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This model is a fine-tuned version of [sshleifer/distilbart-cnn-12-6](https://huggingface.co/sshleifer/distilbart-cnn-12-6) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.6837
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- Rouge1: 0.421
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- Rouge2: 0.1462
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- Rougel: 0.248
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- Rougelsum: 0.3488
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- Generated Length: 120.0345
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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: 2e-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: 2
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- total_train_batch_size: 4
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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: 3
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Generated Length |
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|:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:------:|:---------:|:----------------:|
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| 3.0367 | 1.0 | 609 | 2.7608 | 0.4091 | 0.1389 | 0.2423 | 0.3401 | 122.0861 |
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| 2.6396 | 2.0 | 1218 | 2.6925 | 0.4206 | 0.1468 | 0.2485 | 0.3508 | 124.4791 |
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| 2.4229 | 3.0 | 1827 | 2.6837 | 0.421 | 0.1462 | 0.248 | 0.3488 | 120.0345 |
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### Framework versions
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- Transformers 4.44.2
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- Pytorch 2.4.1+cu121
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- Datasets 3.0.1
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- Tokenizers 0.19.1
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generation_config.json
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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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"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": 1,
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"transformers_version": "4.44.2"
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}
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runs/Sep28_11-55-48_4607a33daba0/events.out.tfevents.1727524550.4607a33daba0.240.0
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size
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size 8831
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