codegen-350M-mono-custom-functions-dataset-python_v2

This model is a fine-tuned version of Salesforce/codegen-350M-mono on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.2820

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: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 5

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	36	0.3738
No log	2.0	72	0.2897
No log	3.0	108	0.2621
No log	4.0	144	0.2754
No log	5.0	180	0.2820

Framework versions

• Transformers 4.28.1
• Pytorch 2.0.0+cu118
• Datasets 2.12.0
• Tokenizers 0.13.3