---
license: apache-2.0
library_name: peft
tags:
- trl
- sft
- generated_from_trainer
base_model: TheBloke/Mistral-7B-Instruct-v0.2-GPTQ
model-index:
- name: brief_hospital_course_mistral_gptq_1_epoch_r128_64a_new_pertinent_2
  results: []
language:
- en
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# brief_hospital_course_mistral_gptq_1_epoch_r128_64a_new_pertinent_2

This model is a fine-tuned version of [TheBloke/Mistral-7B-Instruct-v0.2-GPTQ](https://huggingface.co/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 'Brief Hospital Course' 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
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- distributed_type: multi-GPU
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: 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