2024 Conference Programme

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Large Language Models Operations, Fast and Slow - Rapid Development and Deployment, Slow (Long-term) Improvement and Operation

10 Oct 2024
Big Data & AI World Keynote Theatre
Large Language Models Operations, Fast and Slow - Rapid Development and Deployment, Slow (Long-term) Improvement and Operation

This session explores two critical aspects of Large Language Model (LLM) development:

1. the demand for agile deployment with practical outcomes, and
2. the continuous process of model performance enhancement.

The Transwarp Sophon LLMOps Platform addresses both these needs as an enterprise-grade solution for managing the entire LLM lifecycle. It empowers businesses to deploy LLMs in production and operational contexts with agility, efficiency, and closed-loop feedback.

The platform streamlines the complete process chain, encompassing:

  • Data ingestion and development
  • Prompt engineering
  • Large model training and fine-tuning
  • Knowledge extraction and integration
  • Model management
  • Application and intelligent agent construction
  • Deployment, operations, and monitoring
  • Business effect alignment and improvement.

Transwarp Sophon LLMOps transcends being merely a model operation tool; it serves as a robust bridge guiding enterprises toward an intelligent future. Whether the goal is to boost production efficiency or drive business innovation, this platform stands as an indispensable ally in your AI journey.

Speakers
Yan Bing Zhuo, Senior AI Engineer - Transwarp

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