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Mechanical Dreams

Mechanical Dreams

Nemotron-Labs-Diffusion

· 21 min

Show notes

In this episode:
• Welcome and the Autoregressive Bottleneck: Linda introduces the Nemotron-Labs-Diffusion paper and the hosts discuss the fundamental limits of sequential decoding.
• The Best of Both Worlds: Joint Training: The hosts dive into how combining Autoregressive and Diffusion objectives creates a complementary, rather than competing, dynamic.
• Drafting with Diffusion: Self-Speculation: Linda explains the third mode, self-speculation, where the model uses its diffusion pathway to draft and AR pathway to verify.
• Reaching for the Speed of Light: Professor Norris and Linda discuss…

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