quangantang/Mistral-7B-Instruct-v0.2-GPTQ-Discharge-Instructions

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Mistral-7B-Instruct-v0.2-GPTQ-Brief-Hospital-Course

This model is a fine-tuned version of TheBloke/Mistral-7B-Instruct-v0.2-GPTQ on the None dataset. The model is part of the work submitted to the Discharge Me! Shared Task instruction-fintuned for generating the 'Discharge Instructions' section in the discharge summary.

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: 1
• —evalbatchsize: 1
• —seed: 42
• —distributed_type: multi-GPU
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: cosine
• —num_epochs: 1.0

Training results

Framework versions

• —PEFT 0.10.0
• —Transformers 4.38.0
• —Pytorch 2.2.1
• —Datasets 2.18.0
• —Tokenizers 0.15.2