In some very specific cases, we will also see some very specialized LLMs emerge – e.g. financeLLM or LegalLLM. These domain-specific LLMs that may require a lot of custom training, RLHF, and fine-tuning. /16
ENTERPRISE AI
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LLMOps Platforms Enable Flexible LLM Selection for Enterprises
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Companies will use LLMOps platforms such as Abacus to automate an end-to-end workflow. These platforms will offer a combination of open-source LLMs and closed-sourced APIs. Companies should be free to pick and choose an LLM based on cost, performance, and time to market. /15
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Specialized Large-Scale Enterprise Use Cases with Custom Knowledge Bases
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Specialized large-scale use cases on custom knowledge bases This is the category of custom enterprise use-cases, where you may have several thousands of calls per day and the LLM needs to have an understanding of a custom knowledgebase or task. /13
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Price-Competitive API Calls for General-Purpose LLM Use Cases
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General-purpose use-case embedded in a product or service For these, a vanilla API call to SOTA LLM is sufficient. Price will be the key consideration here and as long as the large LLM providers have very competitive prices, making simple calls to their APIs will work. /12
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Enterprise AI and LLM APIs: Two Classes of Business Use Cases
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Enterprise AI and LLM APIs The other big category of LLM use cases is businesses using these LLMs in their core products, services, and business processes. There are 2 classes of use cases in this space. /11
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Real-time AI Models in Business Decision-Making Processes
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It often involves applying live models within an organization’s decision-making processes-for example, real-time personalization web page, product recommender system, or scoring of marketing leads.
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Presenting AI Models to End Users Across Business Levels
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…be presented so that the end users of the model can use it. End users could be operational-level staff, business executives, or customers as well.
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Digital Transformation: Essential Skills for Modern Leaders
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Digital Transformation shifts impact processes, operations, and leadership practices. Here are the new skills of the Digital Leader @DeltalogiX > https://
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bit.ly/3pick1U via @antgrasso #DeltalogixAdvisor #Leadership -
Deep Learning Revolutionizes Healthcare Monitoring and Personalized Treatment
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The #healthcare industry is on the brink of a revolution! Learn how deep learning makes waves in health monitoring, from early disease detection to personalized treatment plans. #medicalinnovation https://
ow.ly/eVEt50PW7uj #sponsored #polyn_iiot #TechAdvancements @IrmaRaste -
Azure Chatbots: Build with AI and Machine Learning
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Azure: Learn to Build Simple #Chatbots. #BigData #Analytics #DataScience #AI #MachineLearning #NLProc #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #JavaScript #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode https://
geni.us/Azure-Chatbots