Beyond Chatbots: Using Large Language Models In Enterprise Application Environments

"Beyond Chatbots: Using Large Language Models In Enterprise Application Environments" by Erik Schmiegelow at Functional Scala 2023.
This presentation dives into the differences between LLMs and classical ML, the unique problems LLMs can solve, and practical implementation strategies using Kubernetes, AWS Sagemaker, and Huggingface Transformers. A great watch for those looking to innovate in enterprise environments with the latest in AI technology.
Contents in the video:
0:22 What are LLMs?
4:09 Transformers
8:52 LLM
17:59 Deploying LLMs
18:25 Deployment
22:35 Impact of LLMs
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