WizardLM, a series of advanced language models developed by Microsoft, excels in executing complex instructions and performing diverse tasks across various domains. Leveraging the Evol-Instruct system, WizardLM was fine-tuned on a vast dataset of instructions that span a wide range of difficulty levels. This innovative approach allows WizardLM to adeptly handle multi-step instructions in areas such as writing, coding, mathematics, and reasoning.
The WizardLM family comprises models with different parameter sizes, including 8x22B, 70B, and 7B. Comparative evaluations have demonstrated that WizardLM surpasses existing open-source models like Alpaca and Vicuna, and competes favorably with advanced proprietary models such as GPT-4 on numerous benchmarks. Particularly, the 8x22B version stands out for its exceptional performance capabilities.
Overall, WizardLM represents a significant advancement in the realm of language models, offering robust capabilities for real-world applications. Its ability to effectively interpret and execute complex instructions positions it as a promising open-source alternative for developers seeking powerful and versatile language models.
