Mixtral 8x22B on Gaudi 2: A Comprehensive Setup Guide

Mixtral 8x22B, launched by the French Open Source company Mistral, is revolutionizing text generation with its mixture of expert models featuring 22 billion parameters [1]. This generative AI tool boasts advanced mathematical and coding capabilities and fluency in multiple languages, making it a formidable competitor in generative AI [2].

Optimized for performance on the cutting-edge Gaudi 2 hardware, Mixtral 8x22B offers a 41.5% improvement in efficiency over previous models. It showcases impressive results in benchmarks like GSM 8K and MBBP human evaluation. Its availability under the Apache 2.0 license on platforms like Hugging Face Model Hub ensures broad accessibility for fine-tuning, fostering innovation in the generative AI domain.

Understanding Mixtral 8x22B

Key Features and Capabilities

1. Multilingual Proficiency: Mixtral 8x22B excels in understanding and generating text in multiple languages, including English, French, Italian, German, and Spanish, making it a versatile tool for global applications [5][9][12].
2. Advanced Mathematical and Coding Skills: The model performs superiorly in math and coding tasks, significantly outperforming other models in benchmarks like GSM8K, HumanEval, and Math.