reasoning
DeepSeek-V3.2
Reasoning-first DeepSeek model built for agents and the official successor to V3.2-Exp, the first DeepSeek model to integrate thinking into tool use.
Levelmodel
Classreasoning
Parametersnot in the notes
Contextnot in the notes
Released1 Dec 2025
Opennessopen weights permissive
Runs onnot in the notes
Statusactive
Lineage
successor
DeepSeek-V3.2-Exp is the parent (successor)high confidencepress claimWhere this comes from
Parent and child relations from model cards, Hugging Face base_model fields and the genealogy tables of the research notes. The tree shows two generations each way, 2 models. Confidence and evidence are the notes' own.
Identity
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.
Architecture and Size
- Architecture
- not in the notes DeepSeek Sparse Attention (DSA) for long-context efficiency; thinking integrated into tool use
- Total parameters
- – sources
- Active parameters
- –
- Checkpoint parameters
- –
- Context length
- not in the notes
- Input
- text
- Output
- text
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).
Openness and Access
- Openness
- open weights permissive
- Licence
- MIT License sources
- Access routes
- API, consumer app, open weights download
Where this comes from
The licence file governs over registry tags and aggregator labels.
Deployment
- Runs on
- not in the notes
- Footprint
- not in the notes
- Runtimes
- not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.
Indonesia
- Indonesian support
- not stated
- Regional languages
- not in the notes
- Jakarta hosting
- unknown
- Languages
- not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.
Benchmark Results
The notes record no benchmark result for this model.
Industry Use Cases
No industry use case links this model.
Links
DeveloperDeepSeekstartup, China
DeepSeekstartup, ChinaModelDeepSeek-V3.2DeepSeek, reasoning
DeepSeek-V3.2DeepSeek, reasoningUse CasesProcess Optimisation and Advanced Process ControlIndustrialChinese Medical LLMsHealthcareUse cases of models in the same R&D topic; none is recorded for this model itself.
Who Runs It
PT Amman Mineral Nusa Tenggara (AMMAN)In production, 8 Jul 2026MIND IDResearch, 14 Oct 2025
Conch CementIn production, 23 Jun 2025
PT Kalbe Morinaga IndonesiaIn production, Oct 2024+2 moreDeployments of these use cases; none names this model.
PT Amman Mineral Nusa Tenggara (AMMAN)In production, 8 Jul 2026MIND IDResearch, 14 Oct 2025Conch CementIn production, 23 Jun 2025PT Kalbe Morinaga IndonesiaIn production, Oct 2024+2 moreDeployments of these use cases; none names this model.Organisations 1
Sources
- huggingface.co/deepseek-ai/DeepSeek-V3.2 https://huggingface.co/deepseek-ai/DeepSeek-V3.2
- api-docs.deepseek.com/news/news251201 https://api-docs.deepseek.com/news/news251201
- openrouter.ai/deepseek/deepseek-v3.2 https://openrouter.ai/deepseek/deepseek-v3.2
To cite this page: Project AURION, AI Use-Cases Research & Innovation, "DeepSeek-V3.2", https://aurion.semai.id/models/deepseek-deepseek-v3-2/, records of October 2026.