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Leeroodedicated Math 7b

Developed by leeroo
This model is constructed through expert collaboration methods, specializing in mathematical problem solving, capable of autonomously generating solutions or invoking GPT-4 level large models when necessary.
Downloads 63
Release Time : 4/2/2024

Model Overview

The Leeroo Dedicated Math Expert model combines a base expert model (MetaMath7b) with a coordinator to solve mathematical problems, autonomously generating answers for simple problems and invoking GPT-4 level large models for complex ones.

Model Features

Expert Collaboration Method
Combines a base expert model with a coordinator to dynamically assess problem difficulty and decide whether to invoke GPT-4 level large models.
High-Performance Mathematical Solving
Achieves 84.77% accuracy on the GSM8k dataset, significantly surpassing the performance of the base model.
Intelligent GPT-4 Invocation
For problems beyond the base model's capability, automatically generates <GPT4> tags and invokes GPT-4 level large models for solutions.

Model Capabilities

Mathematical Problem Solving
Dynamic Large Model Invocation
Multi-step Reasoning

Use Cases

Education
Mathematical Problem Solving
Solves various mathematical problems, including basic arithmetic and word problems.
Achieves 84.77% accuracy on the GSM8k dataset.
Research
Mathematical Reasoning Research
Used to study the capabilities of large language models in mathematical reasoning.
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