docs: sync README with Colab quickstart workflow

docs: improve README and Colab presentation flow

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fix: indendation error in config.py

add: sparse_moe architecture source

add: Keiro MoE weights

add: Qwen2.5-3B tokenizer with ChatML template

initial commit