DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

DeepSeek Sparse Attention — a lightning indexer picks the tokens that matter, dropping O(L²) toward O(Lk).

DeepSeek-AI · arXiv 2025 · Model Architectures. Read the paper ↗

A free, interactive, animated visual explainer of DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models — every exhibit computed from the real formulas, with verbatim quotes from the source.

Questions

What is DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models?

DeepSeek Sparse Attention — a lightning indexer picks the tokens that matter, dropping O(L²) toward O(Lk).

Who published DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models, and where?

DeepSeek-AI — arXiv 2025 (arXiv:2512.02556).

Where can I find a visual explainer of DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models?

Right here — a free, interactive, animated walkthrough of the whole paper, with exhibits computed from the real formulas and verbatim quotes from the source.

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