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MLM_FinetunedModel

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metadata
base_model: microsoft/codebert-base-mlm
tags:
  - generated_from_trainer
datasets:
  - code_search_net
model-index:
  - name: MLM_FinetunedModel
    results: []

MLM_FinetunedModel

This model is a fine-tuned version of microsoft/codebert-base-mlm on the code_search_net dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4474

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 2e-05
  • train_batch_size: 128
  • eval_batch_size: 128
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 3.0
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss
No log 1.0 157 0.4651
0.5482 2.0 314 0.4569
0.5482 3.0 471 0.4488

Framework versions

  • Transformers 4.36.2
  • Pytorch 2.1.2+cu118
  • Datasets 2.16.1
  • Tokenizers 0.15.0