KaQyn/peft-lora-starcoder2-15b-unity-copilot

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peft-lora-starcoder2-15b-unity-copilot

This model is a fine-tuned version of bigcode/starcoder2-15b on an unknown dataset. It achieves the following results on the evaluation set:

• —Loss: 0.2024

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: 0.0003
• —trainbatchsize: 4
• —evalbatchsize: 4
• —seed: 42
• —gradientaccumulationsteps: 4
• —totaltrainbatch_size: 16
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: cosine
• —lrschedulerwarmup_ratio: 0.1
• —training_steps: 2000

Training results

Framework versions

• —PEFT 0.9.1.dev0
• —Transformers 4.39.0.dev0
• —Pytorch 2.2.1
• —Datasets 2.18.0
• —Tokenizers 0.15.2