MUMBAI, India, Feb. 27 -- Intellectual Property India has published a patent application (202641017984 A) filed by Easwari Engineering College; and Srm Institute Of Science And Technology, Chennai, Tamil Nadu, on Feb. 18, for 'purpose driven local llm evaluator.'
Inventor(s) include Shivakumar Balaji; Mohammed Huzaifa J; Niveditha C; Lavanya M; and Indumathy P.
The application for the patent was published on Feb. 27, under issue no. 09/2026.
According to the abstract released by the Intellectual Property India: "The present invention discloses a Purpose Driven Local Large Language Model (LLM) Evaluator designed to automate discovery, benchmarking, and comparative assessment of locally deployed LLMs. The system comprises a task-driven model discovery engine that maps user-defined task descriptions to suitable models using structured metadata and semantic tag matching. An integrated inference engine executes quantized LLMs on consumer hardware under configurable parameters. A standardized evaluation module runs structured test sets across multiple models under uniform conditions and performs automated validation using predefined criteria. A performance analytics module computes accuracy metrics, latency, token usage, pass/fail ratios, and normalized rating scores to enable objective comparison. The invention provides a reproducible, modular, and user-accessible framework for task-specific model selection without reliance on cloud infrastructure."
Disclaimer: Curated by HT Syndication.
