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Sep 27, 2026 21 min

Qwen3.8-Next

from Mechanical Dreams Hosted by Mechanical Dirk

In this episode: • Welcome and the 1/9th FLOP Miracle: Linda introduces Qwen3.8-Next and its massive efficiency gains, hooking Dr. Norris. • Token Mixing with GDN and Sparse Attention: Discussing the Gated DeltaNet hybrid architecture and how Qwen Sparse Attention scales to long contexts. • The Gated Residual (GR): Norris is skeptical about widening the residual stream, but Linda explains the gating mechanism and how it boosts stability. • N-gram Embeddings & The Muon Optimizer: Exploring off-accelerator capacity scaling and why Muon needs special engineering like the Canzona framework. • Hyperparameters & Conclusion: The removal of batch-size warmup, the importance of joint optimization, and final takeaways.

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Qwen3.8-Next

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