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README.md
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---
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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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- text2text-generation
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- generated_from_trainer
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metrics:
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- sacrebleu
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model-index:
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- name: model_v5_v2
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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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# model_v5_v2
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This model is a fine-tuned version of [facebook/bart-large](https://huggingface.co/facebook/bart-large) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.5446
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- Sacrebleu: 66.8833
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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: 1e-05
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- train_batch_size: 32
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- eval_batch_size: 32
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- seed: 42
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- gradient_accumulation_steps: 4
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- total_train_batch_size: 128
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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: 20
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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 | Sacrebleu |
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|:-------------:|:-----:|:----:|:---------------:|:---------:|
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| No log | 1.0 | 109 | 0.5768 | 65.2132 |
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| No log | 2.0 | 219 | 0.5885 | 66.1069 |
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| No log | 3.0 | 328 | 0.5681 | 66.6363 |
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| No log | 4.0 | 438 | 0.5766 | 66.7355 |
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| No log | 5.0 | 547 | 0.5446 | 66.8833 |
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| No log | 6.0 | 657 | 0.5664 | 66.9772 |
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| No log | 7.0 | 766 | 0.5890 | 67.0638 |
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| No log | 8.0 | 876 | 0.6305 | 67.0642 |
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| No log | 9.0 | 985 | 0.6091 | 67.0855 |
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| No log | 10.0 | 1095 | 0.5990 | 67.1479 |
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| No log | 11.0 | 1204 | 0.6375 | 67.0056 |
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| No log | 12.0 | 1314 | 0.6182 | 67.0154 |
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| No log | 13.0 | 1423 | 0.6216 | 66.9095 |
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| No log | 14.0 | 1533 | 0.6204 | 67.1035 |
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| No log | 15.0 | 1642 | 0.6623 | 66.8847 |
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| No log | 16.0 | 1752 | 0.6614 | 67.0027 |
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| No log | 17.0 | 1861 | 0.6801 | 66.9272 |
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| No log | 18.0 | 1971 | 0.6500 | 66.9428 |
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| No log | 19.0 | 2080 | 0.6529 | 66.8661 |
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| No log | 19.91 | 2180 | 0.6514 | 66.8420 |
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### Framework versions
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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
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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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"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": "4.39.3"
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}
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model.safetensors
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runs/May26_20-53-03_45cc668ae7cd/events.out.tfevents.1716756934.45cc668ae7cd.24.0
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