tiny_starcoder

This model is a fine-tuned version of bigcode/tiny_starcoder_py on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.8071

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: 5e-05
• train_batch_size: 2
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 30

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	12	1.1454
No log	2.0	24	0.8907
No log	3.0	36	0.7690
No log	4.0	48	0.7682
No log	5.0	60	0.7567
No log	6.0	72	0.7911
No log	7.0	84	0.7800
No log	8.0	96	0.8071

Framework versions

• Transformers 4.41.1
• Pytorch 2.3.0+cu121
• Datasets 2.19.1
• Tokenizers 0.19.1