Smart Era Software Development

Feb 8, 2025 · Artificial Intelligence

Can $50 Really Build a DeepSeek R1‑Level Reasoning Model? Inside the s1 Low‑Cost Approach

The article dissects the s1 paper that claims a sub‑$50 cloud budget can produce a reasoning model rivaling DeepSeek R1 and OpenAI o1, detailing the curated s1K dataset, the budget‑forcing inference technique, the 26‑minute fine‑tuning on Qwen2.5‑32B, performance gaps on AIME and MATH benchmarks, and the misconceptions surrounding cost and "distillation".