deepseek-v3.2:cloud

Upstream reference: DeepSeek-V3.2

Publisher: DeepSeek

DeepSeek describes V3.2 as a text reasoning and agent model using DeepSeek Sparse Attention and post-training for tool-use scenarios.

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

Published upstream specifications

Attention design

DeepSeek Sparse Attention Source

Upstream license label

MIT Source

Publisher-described uses

• Text reasoning, coding and application tool workflows. Source

Reference limitations

• The separately named Speciale variant is documented for reasoning without tool calling. The example output parser requires robust handling of malformed output before production use. 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-V3.2 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-v3.2:cloud comes from

Named in 2 observation pages

• Cloud Models — three-judge autoresearch observation set · V1
• Tool-call format compatibility across 31 cloud models · V1