Seldon’s LLM Module, built on top of Core+, represents a significant advancement in AI evolution, designed to facilitate the seamless deployment of the most popular Generative AI models into production environments. This solution provides access to a wide range of capabilities engineered to optimize and transform business operations. It addresses common LLMOps hurdles such as latency, drift, cost control, and governance, offering a comprehensive, easy-to-manage guide. The module empowers organizations to unlock the transformative power of GenAI, leading to improved efficiency, enhanced creativity, and more informed decision-making across all facets of an organization. It helps reduce operational costs by optimizing resource usage through features like multi-GPU serving and quantization support. Response times are significantly improved, with lower latency and higher throughput achieved via continuous batching, K-V Caching, and attention optimizations. The module also supports sophisticated and personalized applications by enabling the storage and retrieval of conversation history for contextual interactions. Deployment is streamlined, allowing quick setup on-premise or in the cloud through a simple interface. It boasts key integrations with leading model frameworks such as Gemini, vLLM, DeepSpeed, and HuggingFace, while allowing users to retain control by integrating with existing workflows and offering robust model management, logging, and monitoring features.

Features & Benefits

• Cost Reduction
  • Optimizes resource usage with multi-GPU serving and quantization support.
• Faster Response Time
  • Improves latency and throughput through continuous batching, K-V Caching, and attention optimizations.
• Contextual Interactions
  • Enables the storage and retrieval of conversation history for sophisticated and personalized applications.
• Streamlined Deployment
  • Facilitates quick deployment on-premise or in the cloud via a simple interface.
• Key Integrations
  • Connects with leading model frameworks including Gemini, vLLM, DeepSpeed, and HuggingFace.
• Retain Control
  • Supports existing workflows with features like model management, logging, and monitoring.
• Sales Support
  • Generates personalized outreach, provides quicker purchase trend reporting with summaries, and identifies potential leads.
• Research & Development
  • Creates simulations and models to test hypotheses in virtual environments, accelerating research and development cycles.
• Optimize Operations
  • Utilizes historical data and trends to predict supply chain disruptions, refine routes, and dynamically adjust inventory levels.
• Chatbot Development
  • Enables the creation of chatbots or digital assistants with proprietary data for improved customer service or internal education.
• Content Creation
  • Empowers content teams to generate collateral quickly and easily, capitalizing on market trends faster.
• Talent Nurturing
  • Enhances talent development with tailored onboarding and continuous training, and accelerates the hiring process through faster resume analysis.