Rare find

Reasoning from Scratch. Learn how AI models think through problems by building one yourself.

mng.bz/lZ5B

Vaya's read on this project

Problem, audience, market, and the verdict — sign in to see it.

Updates

July 2026
  • add setuptools to requirements (#249)
June 2026
  • Enable latex rendering (#245)
  • Token- and sequence-level table (#244)
  • feat: upgrade MiniMax default model to M3 (#242)
  • Fix download tests (#241)
May 2026
  • Replace torch.where with torch.minimum in PPO-style clipping (#240)
  • Release —v1.0
  • Update Python and PyTorch versions (#238)
  • Improve status checks (#237)
  • Enable GitHub automerge option for when all tests pass (#236)
April 2026
  • Fix default temperature settings (#234)
  • Add MiniMax as distillation data generation provider (#224)
  • [6.8] update text to match cell output (#233)
  • troubleshooting torch.compile on windows (#232)
  • Add HF support (#231)
  • uv packages must be 7 days old (#230)
March 2026
  • More explicit error messages for VPN-related errors (#227)
  • Allow custom checkpoints in chainlit scripts (#223)
  • bumb version for release
  • Checkpoint download (#222)
  • remove duplicate
  • Sec 7.6 note and readme fixes (#221)