aiXplain SDK: A High-Level and Standardized Toolkit for AI Assets
Shreyas Sharma, Lucas Pavanelli, Thiago Castro Ferreira, Mohamed A. S. A. A. Al-Badrashiny, Hassan Sawaf · 2024
The aiXplain SDK 1 is an open-source Python toolkit which aims to simplify the wide and complex ecosystem of AI resources.The toolkit enables access to a wide selection of AI assets, including datasets, models, and metrics, from both academic and commercial sources, which can be selected, executed and evaluated in one place through different services in a standardized format with consistent documentation provided.The study showcases the potential of the proposed toolkit with different code examples and by using it on a user journey where state-of-the-art Large Language Models are fine-tuned on instruction prompt datasets, outperforming their base versions.