Introducing DeepSeek-V3.2-Exp — our latest experimental model!
Built on V3.1-Terminus, it debuts DeepSeek Sparse Attention (DSA) for faster, more efficient training & inference on long context.
👉 Now live on App, Web, and API
API prices cut by 50%+!
Efficiency Gains
- DSA achieves fine-grained sparse attention with minimal impact on output quality — boosting long-context performance & reducing compute cost.
- Benchmarks show V3.2-Exp performs on par with V3.1-Terminus.
API Update
🎉 Lower costs, same access!
DeepSeek API prices drop 50%+, effective immediately.
For comparison testing, V3.1-Terminus remains available via a temporary API until Oct 15th, 2025, 15:59 (UTC Time). Details: Comparison Testing Guide - API Docs
Open Source Release
- DeepSeek-V3.2-Exp - Hugging Face
- DeepSeek-V3.2 Tech Report - GitHub
- Key GPU kernels in TileLang & CUDA (use TileLang for rapid research prototyping!)