kyryl-opens-ml/duckdb-text2sql-codellama

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duckdb-text2sql-codellama

This model is a fine-tuned version of codellama/CodeLlama-7b-hf 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: 0.0002
• —trainbatchsize: 2
• —evalbatchsize: 8
• —seed: 42
• —gradientaccumulationsteps: 4
• —totaltrainbatch_size: 8
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: constant
• —lrschedulerwarmup_ratio: 0.03
• —num_epochs: 0.01

Training results

Framework versions

• —PEFT 0.8.2
• —Transformers 4.38.2
• —Pytorch 2.1.0+cu118
• —Datasets 2.16.1
• —Tokenizers 0.15.2