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End of training

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  1. README.md +63 -0
  2. generation_config.json +11 -0
README.md ADDED
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+ ---
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+ base_model: google/pegasus-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: thesis-pegasus-finetuned
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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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+ # thesis-pegasus-finetuned
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+
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+ This model is a fine-tuned version of [google/pegasus-large](https://huggingface.co/google/pegasus-large) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 2.2276
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+ - Rouge1: 37.319
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+ - Rouge2: 11.685
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+ - Rougel: 19.9229
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+ - Rougelsum: 32.5
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+ - Gen Len: 213.6412
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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: 2
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+ - eval_batch_size: 2
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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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+ - num_epochs: 1
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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 | Gen Len |
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+ |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:-------:|:---------:|:--------:|
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+ | 2.5552 | 1.0 | 500 | 2.2276 | 37.319 | 11.685 | 19.9229 | 32.5 | 213.6412 |
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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": 0,
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+ "eos_token_id": 1,
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+ "forced_eos_token_id": 1,
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+ "length_penalty": 0.8,
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+ "max_length": 256,
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+ "num_beams": 8,
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+ "pad_token_id": 0,
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+ "transformers_version": "4.39.3"
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+ }