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README.md
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---
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library_name: transformers
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base_model: microsoft/codebert-base-mlm
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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: codebert_base_code_uml_c
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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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# codebert_base_code_uml_c
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This model is a fine-tuned version of [microsoft/codebert-base-mlm](https://huggingface.co/microsoft/codebert-base-mlm) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.4521
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- Accuracy: 0.9053
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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: 0.0001
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- train_batch_size: 96
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- eval_batch_size: 96
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- seed: 10
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- optimizer: Use 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: 10000
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- num_epochs: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:------:|:-----:|:---------------:|:--------:|
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| 0.5254 | 4.3592 | 10000 | 0.4521 | 0.9053 |
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### Framework versions
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- Transformers 4.51.2
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- Pytorch 2.6.0+cu126
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- Datasets 3.5.0
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- Tokenizers 0.21.1
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