cy948/starcoder-peft-airscript

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starcoder-peft-airscript

This model is a fine-tuned version of bigcode/starcoderbase-1b on an unknown dataset. It achieves the following results on the evaluation set:

• —Loss: 0.7248

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: 0.0005
• —trainbatchsize: 10
• —evalbatchsize: 10
• —seed: 42
• —gradientaccumulationsteps: 2
• —totaltrainbatch_size: 20
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: cosine
• —lrschedulerwarmup_steps: 30
• —training_steps: 1600

Training results

Framework versions

• —PEFT 0.13.2
• —Transformers 4.45.2
• —Pytorch 2.5.0
• —Datasets 3.0.1
• —Tokenizers 0.20.1