Tag: efficient-llm

All the articles with the tag "efficient-llm".

• research

  28 Jul, 2026

  MARS: Several Tokens per Forward Pass, Without Giving Up Autoregression

  One SFT checkpoint, two modes: full-quality AR at τ=1.0, or 1.8 tokens per forward pass for 1.56–2.16× speedup, with an exact, free fallback to plain AR.