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docs: enhance README (badges, model table, quickstart) - #2

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docs: enhance README (badges, model table, quickstart)#2
stukenov wants to merge 1 commit into
mainfrom
marketing/readme

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Summary

OSS marketing pass on the project README. All additions use real numbers, configs, and commands already present in the repo — no invented benchmarks or metrics.

Changes

  • Added a badge row: MIT license, Python 3.10+, Hugging Face (stukenov).
  • Sharpened the one-line value prop: open Kazakh small language models, trained from scratch (14M–600M).
  • Added a Model Architectures table with verified hidden/layers/heads/context pulled directly from configs/experiments/ (exp004 14M, exp013 50M, exp014 150M, exp020 300M, exp023 587M).
  • Added a ## Related projects section linking the broader Kazakh-language AI stack.

Notes

  • Marketing-pass enhancement only: existing content, structure, and voice are preserved.
  • LICENSE (MIT) was left untouched.

🤖 Generated with Claude Code

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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