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End of training

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  1. README.md +67 -0
  2. model.safetensors +1 -1
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: Ariffiq99/KUCI_albert_base_Finetuned
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - f1
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+ model-index:
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+ - name: CRAB_KUCI_albert_base_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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+ # CRAB_KUCI_albert_base_Finetuned
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+
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+ This model is a fine-tuned version of [Ariffiq99/KUCI_albert_base_Finetuned](https://huggingface.co/Ariffiq99/KUCI_albert_base_Finetuned) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.9052
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+ - F1: 0.7694
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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: 1e-05
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+ - train_batch_size: 1
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+ - eval_batch_size: 1
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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: 8
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | F1 |
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+ |:-------------:|:-----:|:-----:|:---------------:|:------:|
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+ | 1.3143 | 1.0 | 2880 | 1.1031 | 0.7069 |
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+ | 1.1084 | 2.0 | 5760 | 1.0972 | 0.7250 |
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+ | 0.8323 | 3.0 | 8640 | 0.8907 | 0.7347 |
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+ | 0.8968 | 4.0 | 11520 | 0.9758 | 0.7542 |
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+ | 0.8236 | 5.0 | 14400 | 0.8947 | 0.7722 |
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+ | 0.7557 | 6.0 | 17280 | 0.8777 | 0.7653 |
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+ | 0.8497 | 7.0 | 20160 | 0.9217 | 0.7694 |
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+ | 0.7007 | 8.0 | 23040 | 0.9052 | 0.7694 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.41.2
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+ - Pytorch 2.3.0+cu121
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+ - Datasets 2.20.0
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+ - Tokenizers 0.19.1
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