Wipro LLM Studio: Solutions, Services & Framework for Customized LLMs

Wipro Connected Services LLM Professional Service empowers organizations with deep domain‑specific insights tailored to their industries. For example, HealthGPT is a private LLM fine‑tuned on healthcare datasets such as clinical trial data and medical records.

The service captures industry‑specific vocabulary, terminology, and concepts while building LLMs based on Responsible AI principles, ensuring data privacy and security for sensitive information.

Wipro Connected Services leverages a proprietary LLM fine‑tuning framework and methodology to address challenges such as data availability, quality, privacy, security, and model performance. This enables responsible private LLM development while considering technical, ethical, and social aspects.

Domain‑specific LLM services support use cases including information extraction, document classification, question answering, and natural language generation. Services include end‑to‑end LLM fine‑tuning, robust data generation, automated LLM evaluation, and cost optimization.

Customized LLMs provide superior language understanding and contextual accuracy compared to general‑purpose models, helping organizations drive innovation and achieve better outcomes across industries.

LLM Studio Framework & AWS Architecture

The Wipro Connected Services LLM Studio framework is built on AWS Cloud and leverages AWS machine learning services including Amazon SageMaker and SageMaker JumpStart.

The fine‑tuning pipeline uses SageMaker JumpStart to train models on custom datasets, while Amazon SageMaker endpoints are used to deploy scalable inference workloads.

Assessments, Workshops & Implementation

Through structured assessments, workshops, and collaboration with client stakeholders, Wipro Connected Services AI experts, architects, SMEs, and data scientists identify high‑value use cases, toolchains, and best practices for deploying domain‑specific LLMs.

Implementation and deployment services use Wipro Connected Services’ proprietary LLM fine‑tuning framework to streamline development, deployment, and production management, ensuring scalability and model efficacy.