license: apache-2.0
language:
- en
tags:
- Mathematical Reasoning
Model Card for Model ID
This model is instruction-tuned Mistral-7B model using QLoRA on single RTX 4090 GPU. Model is tuned to reason and answer mathematical problems. Model is also capable of writing a Python program that upon compilation prints answer to the question. To generate python program, you can ask model to write a Python program (as part of prompt) along with question. Refer to Results section for examples.
Model Details
It is a Instruction-tuned Mistral-7B and performs mathematical reasoning and optionally write a Python program. Expect updates to model files for improved output quality.
Model Description
- Developed by: Ashvini Kumar Jindal
- Funded by: self-work
- Model type: Instruction-tuned
- Language(s) (NLP): English
- Finetuned from model: mistralai/Mistral-7B-v0.1
Uses
Arithmo-Mistral-7B is trained with the following format:
Question: <question>
Answer:
It will perform best if queried in this way.
How to Get Started with the Model
Model is compatibale with Huggingface. I will publish a generation/inference script soon. Model inference on CPU also works; I have tested it on Macbook M1 Pro. GPU inference is much faster than CPU inference.
Results
Here are sample screenshots of model output for few questions :)
