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Local GenAI LLMs with Ollama and Docker
DevOps and Docker Talk: Cloud Native Interviews and Tooling
Inaccuracies in model predictions
A demonstration at DockerCon 2023 showcased a scenario where a model was used to answer a question on reading PDFs using Lang chain. However, the model's answer lacked a real-world basis and essentially made up information. This highlights the challenge of models generating inaccurate outputs when they lack relevant data, as they tend to predict the most likely course based on existing information, even if it is not factual.
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