DeepSeek Releases DSpark, a Speculative Decoding Framework That Accelerates DeepSeek-V4 Per-User Generation 60–85% Over MTP-1

- DeepSeek just dropped DSpark, a speculative decoding framework that makes DeepSeek-V4 spit out tokens 60–85% faster. It’s not a new model, just a smarter way to draft and verify text without losing quality. Think of it as cutting the queue at the exchange. The draft module proposes tokens, the main model checks them, and a load-aware scheduler decides how many to verify based on GPU traffic. It’s efficient, open-source under MIT, and proves that speed isn’t just for moonboys with bad charts. While the rest of the market chases RWA hype like it’s unsealed cargo, this is actual infrastructure work. Less waiting, more hashing. If your AI agents are slower than a Core Dynamics audit, you’re already obsolete. Get optimized or get left in the dust.