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DeepSeek-V3.2-Exp

Long-context efficiency with DeepSeek Sparse Attention

API
Open Source
Artificial Intelligence
GitHub

Hunted byZac ZuoZac Zuo

DeepSeek-V3.2-Exp is a new experimental model introducing DeepSeek Sparse Attention (DSA). This new architecture boosts long-context efficiency for training and inference while maintaining the performance of V3.1-Terminus. API prices have been cut by over 50%.

Top comment

Hi everyone!

DeepSeek's new experimental model, V3.2-Exp, is here!

It's built on V3.1-Terminus but introduces their new DeepSeek Sparse Attention (DSA).

This release is all about efficiency. They've found a smarter way to handle long context, which means training and inference are faster and cheaper without sacrificing the quality of the previous version.

Good new for developers: API prices are down by over 50%.

After their paper landed in Nature, it's clear DeepSeek has more architectural innovations to surprise us with in the future.

Comment highlights

DeepSeek an open-source LLM optimized for advanced reasoning and code, built to help developers and researchers solve complex problems, generate high-quality code, and explain it's reasoning.

About DeepSeek-V3.2-Exp on Product Hunt

Long-context efficiency with DeepSeek Sparse Attention

DeepSeek-V3.2-Exp launched on Product Hunt on September 30th, 2025 and earned 160 upvotes and 2 comments, placing #13 on the daily leaderboard. DeepSeek-V3.2-Exp is a new experimental model introducing DeepSeek Sparse Attention (DSA). This new architecture boosts long-context efficiency for training and inference while maintaining the performance of V3.1-Terminus. API prices have been cut by over 50%.

DeepSeek-V3.2-Exp was featured in API (98k followers), Open Source (68.3k followers), Artificial Intelligence (466.2k followers) and GitHub (41.2k followers) on Product Hunt. Together, these topics include over 126.5k products, making this a competitive space to launch in.

Who hunted DeepSeek-V3.2-Exp?

DeepSeek-V3.2-Exp was hunted by Zac Zuo. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

Reviews

DeepSeek-V3.2-Exp has received 41 reviews on Product Hunt with an average rating of 5.00/5. Read all reviews on Product Hunt.

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