samaxr/codellma-7b

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codeLlma-7b

This model is a fine-tuned version of codellama/CodeLlama-7b-hf on the xfordanita/code-summary-java 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: 0.0001
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —lrschedulerwarmup_steps: 50
• —training_steps: 50
• —mixedprecisiontraining: Native AMP

Training results

Framework versions

• —PEFT 0.9.1.dev0
• —Transformers 4.39.0.dev0
• —Pytorch 2.1.2
• —Datasets 2.18.0
• —Tokenizers 0.15.2