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README.md ADDED
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+ ---
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+ library_name: transformers
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+ base_model: microsoft/codebert-base
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+ tags:
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+ - generated_from_trainer
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+ metrics:
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+ - accuracy
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+ model-index:
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+ - name: gpad-v1-entropy-taskA-sample
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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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+ # gpad-v1-entropy-taskA-sample
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+
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+ This model is a fine-tuned version of [microsoft/codebert-base](https://huggingface.co/microsoft/codebert-base) on the None dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.5335
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+ - Accuracy: 0.805
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+ - F1 Macro: 0.0
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+ - F1 Weighted: 0.7180
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+ - Precision Macro: 0.0
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+ - Recall Macro: 0.0
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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: 2e-05
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+ - train_batch_size: 16
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+ - eval_batch_size: 16
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+ - seed: 42
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+ - optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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+ - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_steps: 500
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+ - num_epochs: 3
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 Macro | F1 Weighted | Precision Macro | Recall Macro |
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+ |:-------------:|:-----:|:----:|:---------------:|:--------:|:--------:|:-----------:|:---------------:|:------------:|
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+ | No log | 1.0 | 13 | 0.6164 | 0.805 | 0.0488 | 0.7271 | 0.5 | 0.0256 |
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+ | No log | 2.0 | 26 | 0.5781 | 0.805 | 0.0 | 0.7180 | 0.0 | 0.0 |
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+ | No log | 3.0 | 39 | 0.5335 | 0.805 | 0.0 | 0.7180 | 0.0 | 0.0 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.53.3
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+ - Pytorch 2.6.0+cu124
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+ - Datasets 4.0.0
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+ - Tokenizers 0.21.2
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