Models Model details

ScaleDown

ScaleDown: Summarize

scaledown/summarize

Summarize is an abstractive summarization model from ScaleDown. It condenses long text and documents into a fluent, faithful rewrite rather than lifting sentences from the source, and is suited for document review, transcript digests, and RAG pre-processing where retrieved content must be shortened before reaching another model. Format, focus, language, and length are steered through the system prompt, while sampling is fixed to a configuration tuned for faithful output. Learn more in ScaleDown's docs: https://docs.scaledown.ai/api-reference/summarize-overview

Input
$0.04

/ 1M tokens

Output
$0

/ 1M tokens

Context window
1M

tokens

Limits

Context

1,000,000

tokens

Max output

4,000

0.4% of the context window

Model facts

Author

ScaleDown

Tokenizer

Other

Modality

Text + Image + File -> Text

Created

Oct 13, 2026

Publication status

Hugging Face: not mappedLicense: not publishedParameter count: not published

Modalities

Input · TextInput · ImageInput · FileOutput · Text

Generation controls

Max tokens