Artificial Intelligence
Inference
Plain English
When a glossaryModelA model is a system or representation used to process data and generate outputs, often trained to perform specific tasks.Open glossary term produces an answer.
Definition
Inference is the glossaryProcessA process is a defined sequence of steps used to achieve a specific outcome.Open glossary term of using a trained glossaryModelA model is a system or representation used to process data and generate outputs, often trained to perform specific tasks.Open glossary term to generate outputs or make predictions based on new input glossaryDataData is raw information collected and stored for analysis, processing, or decision-making.Open glossary term.
In practice
Occurs when users interact with AI glossarySystemA system is a collection of interconnected components that work together to achieve a specific function or outcome.Open glossary term, such as generating text or predictions.
The reality
Inference can be resource-intensive and may vary in speed and cost depending on the glossaryModelA model is a system or representation used to process data and generate outputs, often trained to perform specific tasks.Open glossary term.
FAQ
Common questions
A few practical answers to the questions that usually come up around this term.
What is inference in AI?
It is the glossaryProcessA process is a defined sequence of steps used to achieve a specific outcome.Open glossary term of generating outputs using a trained glossaryModelA model is a system or representation used to process data and generate outputs, often trained to perform specific tasks.Open glossary term.
When does inference happen?
When a glossaryModelA model is a system or representation used to process data and generate outputs, often trained to perform specific tasks.Open glossary term is used to respond to new input.
Why is inference important?
It is how glossaryModelA model is a system or representation used to process data and generate outputs, often trained to perform specific tasks.Open glossary term deliver value in real-world use.
What affects inference performance?
glossaryModelA model is a system or representation used to process data and generate outputs, often trained to perform specific tasks.Open glossary term size, glossaryInfrastructureInfrastructure refers to the underlying systems and resources that support applications and services.Open glossary term, and input complexity.
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