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(Enterprise Language Model ARchitecture)

A suite of task specific on-prem LLMs for enterprises,
with guardrails including hallucination checking

Key Features and Benefits


Secure by design

ELMAR can be fine tuned for tasks to produce task-specific custom models. These models can  then be deployed on commodity hardware within your enterprise's security envelope.



Large Language Models often hallucinate and are thus cannot be trusted for mission critical applications. ELMAR surrounds core LLM model with pre and post processors to minimize the impact of LLM unpredictability.



If you wish to leverage the power of ChatGPT, but cannot rely on third party APIs, ELMAR is your solution. You get an LLM that has comparable performance to industry leading LLMs like ChatGPT.

ELMAR, short for Enterprise Language Model Architecture, is an enterprise-ready Language Model that enables businesses to create sophisticated chatbots that can communicate with customers or internal stakeholders in a natural and engaging way. Unlike larger models like GPT-3 and GPT-4, ELMAR is designed to be cost-effective, efficient, and easier to fine-tune for specific use cases.

One of the most significant benefits of ELMAR is its ability to run on-premise using commodity hardware, which means that sensitive data need not leave the company's premises or VPC. This provides businesses with a sense of control and safety around the use of generative AI models and ensures data privacy and security.


Another critical advantage of ELMAR is its TruthChecker feature, which minimizes the likelihood of hallucinations and ensures the accuracy of the responses generated by an LLM application like the ArticleBot. This feature helps to enhance the reliability of chatbot interactions with customers or internal stakeholders and improve overall customer experience.

Overall, ELMAR offers a unique value proposition for businesses looking to leverage the power of AI and chatbots while maintaining data privacy and security. With its ability to run on commodity hardware and TruthChecker feature, ELMAR is a cost-effective and reliable solution that can help organizations streamline their operations and drive growth.


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