transformers gguf llama text-generation-inference unsloth trl sft en base_model:unsloth/Meta-Llama-3.1-8B base_model:quantized:unsloth/Meta-Llama-3.1-8B license:apache-2.0 endpoints_compatible region:us
---
base_model: unsloth/Meta-Llama-3.1-8B
language:
- en
license: apache-2.0
tags:
- text-generation-inference
- transformers
- unsloth
- llama
- trl
- sft
---

# MedGPT-Llama3.1-8B-v.1-GGUF

- This model is a fine-tuned version of [unsloth/Meta-Llama-3.1-8B](https://huggingface.co/unsloth/Meta-Llama-3.1-8B) on an dataset created by [Valerio Job](https://huggingface.co/valeriojob) together with GPs based on real medical data.
- Version 1 (v.1) of MedGPT is the very first version of MedGPT and the training dataset has been kept simple and small with only 60 examples.
- This repo includes the quantized models in the GGUF format.  There is a separate repo called [valeriojob/MedGPT-Llama3.1-8B-BA-v.1](https://huggingface.co/valeriojob/MedGPT-Llama3.1-8B-BA-v.1) that includes the default 16bit format of the model as well as the LoRA adapters of the model.
- This model was quantized using [llama.cpp](https://github.com/ggerganov/llama.cpp).
- This model is available in the following quantization formats:
  - BF16
  - Q4_K_M
  - Q5_K_M
  - Q8_0

## Model description

This model acts as a supplementary assistance to GPs helping them in medical and admin tasks.

## Intended uses & limitations

The fine-tuned model should not be used in production! This model has been created as a initial prototype in the context of a bachelor thesis.

## Training and evaluation data

The dataset (train and test) used for fine-tuning this model can be found here: [datasets/valeriojob/BA-v.1](https://huggingface.co/datasets/valeriojob/BA-v.1)

## Licenses
- **License:** apache-2.0