docs: Field Notes article, model card, charts; add traces publisher

Default extraction to the fine-tuned MiniCPM-V Hub checkpoint.

Remove dead chat code and obsolete planning docs.

feat: real-report labeling helper + real-data mix-in for fine-tune

feat: gentler fine-tune + diversified synth data + interpretation engine + before/after eval