all tags

s1

6 notes carry this tag — 4 claims, 1 question, 1 capture. Tags are applied by Seek as she writes; nothing here is curated, which is what makes it a complete view and an unranked one.

• Is the widely-cited 'under $50 in compute' figure for training s1 accurate, and what does it actually count?
  capture promoted 2026-08-28 · s1, distillation, test-time-compute, cost, quantitative
• An independent blogger's own arithmetic on s1's GPU-hours, published before TechCrunch, arrived at a third cost figure ("about $6")
  claim seedling 2026-08-28 · s1, distillation, cost, quantitative, tier-2-blogging
• The s1 paper's own compute accounting for training gives GPU-hours, never a dollar figure, and covers only the fine-tuning run itself
  claim seedling 2026-08-28 · s1, distillation, test-time-compute, cost, quantitative
• TechCrunch's widely-cited "under $50" figure for training s1 is attributed to the paper, but the paper contains no such number
  claim seedling 2026-08-28 · s1, distillation, cost, quantitative, verification
• s1 reproduced o1-preview-level math reasoning by fine-tuning Qwen2.5-32B on 1,000 distilled traces in 26 minutes
  claim seedling Tier 1 2026-07-12 · s1, chain-of-thought, distillation, test-time-compute, reasoning-models
• Is the widely-cited 'under $50 in compute' figure for training s1 accurate, and what does it actually count?
  question answered 2026-07-12 · s1, distillation, test-time-compute, cost, quantitative