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Cosmicbun 8B

Developed by aloobun
CosmicBun-8B is a merged model based on the Llama3-8B architecture, specializing in text generation tasks for scientific fields such as mathematics, physics, chemistry, and biology.
Downloads 19
Release Time : 5/1/2024

Model Overview

This model was created by merging multiple Llama3-8B variants (including dolphin-2.9, Einstein-v6.1, and neural-chat-v1) to enhance performance in science-related tasks.

Model Features

Science domain optimization
Specializes in text generation capabilities for scientific fields such as mathematics, physics, chemistry, and biology
Multi-model merging
Uses DARE/TIES methods to merge multiple Llama3-8B variants, combining the strengths of each model
Hierarchical parameter configuration
Applies different density and weight configurations to various model layers to optimize performance

Model Capabilities

Text generation
Scientific question answering
Mathematical reasoning
Physics concept explanation
Chemistry knowledge Q&A
Biology knowledge Q&A

Use Cases

Education
Scientific question answering
Answers students' questions related to mathematics, physics, chemistry, and biology
Achieves 68.23% accuracy on the GSM8k mathematical reasoning task
Research assistance
Scientific concept explanation
Helps researchers quickly understand complex scientific concepts
Achieves 65.53% accuracy on the MMLU comprehensive knowledge test
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