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
guideInferenceWhat inference is, how it differs from training, and what product and design teams need to understand about its implications for speed, cost, and reliability.Open guide 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 data.
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
guideInferenceWhat inference is, how it differs from training, and what product and design teams need to understand about its implications for speed, cost, and reliability.Open guide 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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