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reasoning-from-scratch

v1.0 Maintenance

This release keeps dependencies and maintenance posture current for teams operating this tool.

Published 16d LLM Frameworks
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

ai artificial-intelligence chain-of-thought machine-learning distillation grpo
+12 more
inference-time-scaling large-language-models llm llms math-reasoning python pytorch reasoning reasoning-models reinforcement-learning rlhf test-time-compute

Summary

AI summary

Minor fixes and improvements.

Full changelog

State of the book code as it goes to print.

This release captures the final version of the code accompanying the print edition. (Future updates may include small fixes, compatibility updates, or clarifications, but this tag marks the stable reference point for readers following along with the book.)

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About reasoning-from-scratch

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Beta — feedback welcome: [email protected]