SummarizerFactory

Methods

capabilities

async capabilities(options) => SummarizerCapabilities

Get the capabilities of the on-device language model.

Options (optional)
model extension web optional string The id of the model to use, undefined to use the default. The extension version also accepts a direct link to a HuggingFace GGUF file. The web version also accepts the repo & name of a HuggingFace ONNX repo.

Returns a new capabilities object

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create

async create(options) => Summarizer

Creates a summarizer model session

Options (optional)
model extension web optional string
gpuEngine extension web optional AICapabilityGpuEngine
dtype web optional AIModelDtype
topK optional number
topP optional number
maxTokens optional number
grammar extension optional any
temperature optional number
repeatPenality optional number
flashAttention optional boolean
contextSize optional number
type optional AISummarizerType
format optional AISummarizerFormat
length optional AISummarizerLength
signal optional AbortSignal
monitor optional AICreateMonitor

Returns a new Summarizer session that can be prompted with the pre-provided configuration