aiBACKGROUND
Towards Speed-of-Light Text Generation with Nemotron-Labs Diffusion Language Mod
BACKGROUND
1 SIGNALFIRST DETECTED 23 May 2026
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How the story developed
23 May
Towards Speed-of-Light Text Generation with Nemotron-Labs Diffusion Language Models
REPORT · WHAT · Hugging Face Blog
Other feeds and industry voices
10 Jun
DiffusionGemma: 4x faster text generation
REPORT · WHAT · Google DeepMind BlogOPEN STORY
20 Oct
Mercury 3 Does 1,068 Tokens/Second With a Diffusion LLM — Here's the Architecture Trick (and How to Try It)
<p>Today Inception Labs dropped <strong>Mercury 3</strong>: a diffusion-based LLM with a 1M-token context window doing <strong>1,068 tokens/sec on NVIDIA GPUs</strong>, claiming
REPORT · WHEN · Dev.toOPEN STORY
30 Jun
Bifocal Diffusion Language Models: Asymmetric Bidirectional Context for Parallel Generation
arXiv:2606.27732v1 Announce Type: cross Abstract: Discrete diffusion language models (dLLMs) recover masked tokens in parallel, offering significant speedups over autoregressive
REPORT · WHAT · ArXiv CS.AIOPEN STORY
8 May
Predict-then-Diffuse: Adaptive Response Length for Compute-Budgeted Inference in Diffusion LLMs
arXiv:2605.04215v1 Announce Type: cross Abstract: Diffusion-based Large Language Models (D-LLMs) represent a promising frontier in generative AI, offering fully parallel token
REPORT · WHAT · ArXiv CS.AIOPEN STORY
Sources
Hugging Face Blog
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