Model save
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README.md
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---
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base_model: google/pegasus-xsum
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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: pegasus-xsum-finetuned-cnn_dailymail
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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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# pegasus-xsum-finetuned-cnn_dailymail
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This model is a fine-tuned version of [google/pegasus-xsum](https://huggingface.co/google/pegasus-xsum) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.8958
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- Rouge1: 45.7795
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- Rouge2: 23.3182
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- Rougel: 32.9241
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- Rougelsum: 42.3126
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- Bleu 1: 35.4715
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- Bleu 2: 24.0726
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- Bleu 3: 17.9591
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- Meteor: 32.8897
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- Lungime rezumat: 43.3773
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- Lungime original: 48.6937
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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: 5.6e-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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- 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: 4
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Bleu 1 | Bleu 2 | Bleu 3 | Meteor | Lungime rezumat | Lungime original |
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|:-------------:|:-----:|:-----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:-------:|:-------:|:-------:|:-------:|:---------------:|:----------------:|
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| 1.1281 | 1.0 | 14330 | 0.9373 | 44.64 | 22.2111 | 32.0228 | 41.1223 | 34.4946 | 23.079 | 17.0673 | 31.8685 | 43.543 | 48.6937 |
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| 0.9091 | 2.0 | 28660 | 0.9095 | 45.0713 | 22.7428 | 32.4247 | 41.554 | 34.9397 | 23.5631 | 17.5094 | 32.1814 | 43.3467 | 48.6937 |
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| 0.8455 | 3.0 | 42990 | 0.8982 | 45.5457 | 23.1315 | 32.7153 | 42.0349 | 35.2659 | 23.8773 | 17.8174 | 32.7185 | 43.5743 | 48.6937 |
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| 0.8076 | 4.0 | 57320 | 0.8958 | 45.7795 | 23.3182 | 32.9241 | 42.3126 | 35.4715 | 24.0726 | 17.9591 | 32.8897 | 43.3773 | 48.6937 |
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### Framework versions
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- Transformers 4.40.0
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- Pytorch 2.2.2+cu118
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- Datasets 2.19.0
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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": 0,
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"eos_token_id": 1,
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"forced_eos_token_id": 1,
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"length_penalty": 0.6,
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"max_length": 64,
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"num_beams": 8,
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"pad_token_id": 0,
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"transformers_version": "4.40.0"
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}
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model.safetensors
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runs/May08_01-12-29_DESKTOP-I570M0U/events.out.tfevents.1715119951.DESKTOP-I570M0U.76844.0
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size 10081
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