DeepSeek V3.2 Speciale
A
AI Socratic
DeepSeek released DeepSeek V3.2 Speciale on November 28, 2025. The registry currently records it as open weights.
Model publication
deepseek-ai
DeepSeek V3.2 SpecialeOpen the source for DeepSeek V3.2 Speciale
Open weights
DeepSeek-V3.2-Speciale is a high-compute variant of DeepSeek-V3.2 optimized for maximum reasoning and agentic performance. It builds on DeepSeek Sparse Attention (DSA) for efficient long-context processing, then scales post-training reinforcement learning to push capability beyond the base model. Reported evaluations place Speciale ahead of GPT-5 on difficult reasoning workloads, with proficiency comparable to Gemini-3.0-Pro, while retaining strong coding and tool-use reliability. Like V3.2, it benefits from a large-scale agentic task synthesis pipeline that improves compliance and generalization in interactive environments.
- Licence
- mit
- Architecture
- DeepseekV32ForCausalLM
- Parameters
- 685B
- Context
- 131.1K tokens
- Artifact format
- safetensors
- Quantization
- fp8 8-bit
- Download size
- 642 GB
Hardware to run it (inference, estimated)
766 GB VRAM minimum · 958 GB recommended · 958 GB system RAM · 643 GB storage
Estimated from parameter count and stored precision; verify against the selected runtime and context length.
Benchmarks
No benchmark observation recorded for this model.
Weightshuggingface.co/deepseek-ai/DeepSeek-V3.2-SpecialeHugging Facehuggingface.coOpenRouteropenrouter.ai
About the Authors
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