A Sampler’s Blog
The blogger designs principled sampling algorithms that harness sample diversity and complementary strengths to unlock stronger reasoning, more capable agents, and safer AI systems.
His works include test-time sampling (PPT, DMS, TRI-TSMC), fundamental sampling (DeepPT I/II/III, AW i Contour, FA-LD/HMC, Sparse IDS), and diffusion models (GDPO, SCDD, DiDi Instruct, VSDM, SB-TS).
🔥 Parallel Power Tempering — 9B model ≈ GPT5/ Opus 4.5, no post-train, free on local desktop [X].
Contact me at: firstnamelastname056@gmail.com. Also looking for tennis enthusiast in NJ.
La pensée n’est qu’un écliar au milieu d’une longue nuit. Mais c’est cet éclair qui est tout. - Poincaré