willystumblr/ehrsql-2024-sft-text2sql-Llama-2-7b-hf

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ehrsql-2024-sft-text2sql-Llama-2-7b-hf

This model is a fine-tuned version of meta-llama/Llama-2-7b-hf on the generator dataset. It achieves the following results on the evaluation set:

• —Loss: 0.0805

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: 0.001
• —trainbatchsize: 8
• —evalbatchsize: 8
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: cosine
• —num_epochs: 5

Training results

Framework versions

• —PEFT 0.9.0
• —Transformers 4.38.2
• —Pytorch 2.2.1
• —Datasets 2.19.0
• —Tokenizers 0.15.2