Update README.md

Clean public model card metadata wording

Update params.json: remove core/base wording for release 188 final docs

Update config.json: remove core/base wording for release 188 final docs

Update README.md: remove core/base wording for release 188 final docs

docs: clarify release 188 parameter staging and tokenizer-row accounting

Clean up quickstart prompt text for release publication

Update release docs and metadata to reflect effective vocab and remove nested tokenizer leak

Tighten safetensors installation guide

Add concise safetensors run guide

Add portable Release 188 generation runtime

Publish Release 188 flat safetensors mapping

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