docs: refresh README for transformer-first workflow#23
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Summary\n- refresh README to match current transformer-first extension behavior\n- replace stale performance block with frozen-split fastText vs transformer benchmark snapshot\n- update training commands to uv-based fastText/transformer pipelines\n- clarify local-first behavior vs optional advanced-mode remote run downloads\n\n## Validation\n- npm run format:check