TokenBender/starCoder2_7B_codeFeedback

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starcoder215Bcodefeedback

This model is a fine-tuned version of bigcode/starcoder2-7b on the generator dataset.

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
• —trainbatchsize: 16
• —evalbatchsize: 8
• —seed: 42
• —gradientaccumulationsteps: 2
• —totaltrainbatch_size: 32
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: cosine
• —lrschedulerwarmup_ratio: 0.03
• —num_epochs: 1

Training results

Framework versions

• —PEFT 0.7.1
• —Transformers 4.39.0.dev0
• —Pytorch 2.2.0
• —Datasets 2.16.1
• —Tokenizers 0.15.2