deepseek-v3.1:671b-cloud

Upstream reference: DeepSeek-V3.1

Publisher: DeepSeek

The publisher documents a mixture-of-experts model with thinking and non-thinking modes selected through the chat template, plus version-specific tool-call formats.

Publisher-described context, separate from Sigma5C observations and recorded catalog statistics.

Published upstream specifications

Total parameters

671 billion Source

Active parameters

37 billion Source

Published context

128K tokens, publisher notation Source

Upstream license label

MIT Source

Publisher-described uses

• Text reasoning, code and tool-oriented applications. Source

Reference limitations

• Thinking mode and tool-call behavior depend on the template and surrounding application; a cloud alias does not establish them. Source

A recorded tag and an upstream card association do not verify the deployed checkpoint, quantization, configured context or current hosted availability.

Publisher sources

• DeepSeek-V3.1 official documentation — DeepSeek. Checked 2026-11-02.

Links

Recorded references do not establish downloadable weights, licensing or current availability.

• DeepSeek — official site
• Ollama

Where deepseek-v3.1:671b-cloud comes from

Named in 2 observation pages

• 31 cloud models × 3 wrappers on the same audit · V1
• Cloud Models — three-judge autoresearch observation set · V1