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: 1.0229

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	79	1.0892
1.2429	2.0	158	1.0337
1.2429	3.0	237	1.0251

Framework versions

Transformers 4.36.2
Pytorch 2.1.2+cu118
Datasets 2.16.1
Tokenizers 0.15.0

shradha01/MLM_FinetunedModel

MLM_FinetunedModel

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

shradha01/
MLM_FinetunedModel