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README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: LazarusNLP/IndoNanoT5-base
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+ tags:
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+ - generated_from_trainer
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+ datasets:
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+ - id_liputan6
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+ metrics:
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+ - rouge
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+ model-index:
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+ - name: liputan6-seq_bn-rf16
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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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+ # liputan6-seq_bn-rf16
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+
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+ This model is a fine-tuned version of [LazarusNLP/IndoNanoT5-base](https://huggingface.co/LazarusNLP/IndoNanoT5-base) on the id_liputan6 dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 2.7479
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+ - Rouge1: 26.9743
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+ - Rouge2: 11.4843
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+ - Rougel: 22.9863
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+ - Rougelsum: 24.9284
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+ - Gen Len: 33.854
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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: 0.001
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+ - train_batch_size: 16
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+ - eval_batch_size: 32
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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: 5.0
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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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+ | 2.6241 | 1.0 | 63 | 2.7534 | 23.3287 | 9.5988 | 20.1923 | 21.2916 | 33.387 |
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+ | 2.228 | 2.0 | 126 | 2.7025 | 25.8033 | 10.8168 | 21.9451 | 23.4491 | 32.153 |
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+ | 2.0615 | 3.0 | 189 | 2.6749 | 25.8887 | 10.7586 | 22.113 | 23.8997 | 30.873 |
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+ | 1.9099 | 4.0 | 252 | 2.7197 | 26.5565 | 11.2255 | 22.6026 | 24.5495 | 31.524 |
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+ | 1.8007 | 5.0 | 315 | 2.7479 | 26.9743 | 11.4843 | 22.9863 | 24.9284 | 33.854 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.40.2
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+ - Pytorch 2.3.1+cu121
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+ - Datasets 2.20.0
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+ - Tokenizers 0.19.1
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