Practical Approach To Self-Hosted Large Language Model Usage in Corporate Environments
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IEEE ComSoc Sister Chapters Program 2025 (SCP2025) is inviting you to a scheduled ComSoc Joint Technical Webinar Between Ghana & Madras Chapter
Topic: Practical Approach To Self-Hosted Large Language Model Usage in Corporate Environments
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Speakers
Ing. Isaac Kweku Boakye SPE-GhIE, SMIEEE of Ghana Civil Aviation Authority
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Address:Ghana Civil Aviation Authority, , Accra, Ghana, Ghana, +233
Engr. Nana Baffoe Abbam of Ghana Civil Aviation Authority
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Practical Approach To Self-Hosted Large Language Model Usage in Corporate Environments
Self-hosted Large Language Models (LLMs) in corporate environments refer to the deployment and management of LLMs on an organization's own infrastructure, rather than relying on third-party cloud-based API services. This approach offers several advantages and considerations:
Benefits:
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Enhanced Data Privacy and Security:Self-hosting ensures sensitive corporate data used for training or inference remains within the organization's control, addressing concerns about data leakage and compliance with regulations like GDPR or HIPAA.
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Greater Control and Customization:Companies have full control over the model, its environment, and data, enabling fine-tuning for specific business needs, integration with existing systems, and custom security configurations.
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Reduced Long-Term Costs (at scale):While initial setup requires investment in hardware and expertise, self-hosting can be more cost-effective in the long run for high-volume usage compared to recurring API fees.
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Lower Latency and Improved Performance:Running LLMs locally can reduce latency as data does not need to travel to external servers, potentially leading to faster response times for internal applications.Self-hosted LLMs are particularly suitable for organizations with:High-security and privacy requirements: Industries like finance, healthcare, or government.Extensive custom AI needs: Businesses requiring highly specialized models tailored to unique workflows or data.Existing robust IT infrastructure and technical expertise: Organizations with the resources to manage complex AI deployments.#Examples of corporate use cases include internal knowledge management, code generation and analysis, customer service automation with sensitive data, and advanced analytics on proprietary datasets.
Biography:
Email:
Address:Ghana Civil Aviation Authority, , Accra, Ghana, Ghana, +233
Agenda
Presentation on Practical Approach To Self-Hosted Large Language Model Usage in Corporate Environments
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