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Step 1V 32K

stepfun/step-1v-32k

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Compare with…Added 2026
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Step 1V 32K is StepFun's vision-language model offering a 32,000-token context window for handling longer documents and multi-turn conversations that include image inputs. StepFun, a Shanghai-based AI lab, built Step 1V to process both text and visual information within a single unified model.

The model suits tasks where images must be understood alongside extended textual context — such as analyzing charts with accompanying reports, document Q&A with embedded diagrams, or multi-image comparisons. Its context length advantage over smaller vision models makes it practical for document-heavy multimodal workflows.

Key Features

Vision-language understanding: processes images and text together in a single prompt

32K context window for longer documents and multi-turn visual conversations

Chart, diagram, and screenshot comprehension

Multilingual text handling with strength in Chinese and English

Instruction-following for mixed-media inputs

Suitable for document analysis tasks that combine visuals and prose

Ideal Use Cases

1.

Analyzing reports with embedded charts or infographics

2.

Q&A over scanned documents and PDFs with visual elements

3.

Comparing multiple product images with textual specifications

4.

Customer support involving screenshots or photos

5.

Academic research assistants that process figures alongside text

Example Prompts for Step 1V 32K

Technical Specifications

ProviderStepFun
CategoryText
ModalityText -> Text
Context Window32,768 tokens

Frequently Asked Questions

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