How a model catalog accelerates LLM development
Blog post from Portkey
As organizations increasingly adopt large language models (LLMs), managing access becomes complex due to numerous providers and varying capabilities, necessitating more than just API keys and documentation. A model catalog emerges as essential, serving as a centralized registry that offers a searchable directory of all accessible models, including their costs and features, thus facilitating governance, access control, and model discovery. This catalog allows for centralized governance, enabling organizations to enforce rate limits and budget caps, streamline access control and provisioning, and provide a consistent interface for model access, thereby aiding in cost and performance optimization. Portkey's model catalog exemplifies these benefits by offering unified model discovery, organizational governance, easy access control, and a platform for fast experimentation and API-level abstraction, making LLM deployment more efficient and organized.
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