Model save
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README.md
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---
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license: apache-2.0
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base_model: allenai/led-base-16384
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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: led-base-16384-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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# led-base-16384-finetuned-cnn_dailymail
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This model is a fine-tuned version of [allenai/led-base-16384](https://huggingface.co/allenai/led-base-16384) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.0670
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- Rouge1: 26.5966
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- Rouge2: 13.4937
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- Rougel: 22.1204
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- Rougelsum: 25.0057
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- Bleu 1: 4.81
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- Bleu 2: 3.2976
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- Bleu 3: 2.4273
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- Meteor: 13.4385
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- Lungime rezumat: 12.5033
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- Lungime original: 48.674
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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: 8
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- eval_batch_size: 8
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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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| 1.1488 | 1.0 | 7165 | 1.0638 | 26.6263 | 13.2802 | 22.0654 | 25.0416 | 4.7464 | 3.1681 | 2.2958 | 13.3027 | 12.5003 | 48.674 |
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| 0.9202 | 2.0 | 14330 | 1.0475 | 26.5843 | 13.4795 | 22.083 | 25.0206 | 4.7096 | 3.1931 | 2.3493 | 13.3342 | 12.4533 | 48.674 |
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| 0.7778 | 3.0 | 21495 | 1.0465 | 26.5754 | 13.4585 | 22.0522 | 24.9943 | 4.729 | 3.2152 | 2.3491 | 13.3759 | 12.455 | 48.674 |
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| 0.6729 | 4.0 | 28660 | 1.0670 | 26.5966 | 13.4937 | 22.1204 | 25.0057 | 4.81 | 3.2976 | 2.4273 | 13.4385 | 12.5033 | 48.674 |
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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": 2,
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"eos_token_id": 2,
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"pad_token_id": 1,
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"transformers_version": "4.40.0"
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}
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model.safetensors
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runs/May09_00-40-26_DESKTOP-I570M0U/events.out.tfevents.1715204441.DESKTOP-I570M0U.861.0
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