fine-tuned-ministral-8b-custom-data

Fine-tuned Ministral-8B for Medical Diagnosis

This model was fine-tuned on a custom medical diagnosis dataset using LoRA (Low-Rank Adaptation) with MLX.

Model Description

• Base Model: mlx-community/Ministral-8B-Instruct-2410-4bit
• Fine-tuning Method: LoRA
• Domain: Medical diagnosis based on patient symptoms
• Training Data: Custom dataset of symptoms and medical diagnoses
• Intended Use: Assisting in preliminary medical diagnosis based on patient symptoms

Usage Example

from mlx_lm import generate, load

model, tokenizer = load("path_to_model")
prompt = "Symptoms: I have been experiencing memory loss, stiffness and difficulty walking. Question: What could be the diagnosis I have?"
response = generate(model, tokenizer, prompt=prompt, max_tokens=500)
print(response)

Limitations
This model is intended for educational purposes only and should not replace professional medical advice, diagnosis, or treatment.

Other Details

base_model: mlx-community/Ministral-8B-Instruct-2410-4bit
language:
- en
- fr
- de
- es
- it
- pt
- zh
- ja
- ru
- ko
library_name: mlx
license: other
license_name: mrl
license_link: https://mistral.ai/licenses/MRL-0.1.md
tags:
- mlx
inference: false
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pipeline_tag: text-generation
---