card: recipe and collection links

Card: One name (While, whileai SDK), current links (#1)

Rebrand to While AI

Developed by Zero Proof Labs; brand spacing; remove payments tag

Mark verified model card as v1.2

Correct model card to verified 17k scores

Refresh README.md

Card cleanup

Add cost chart to card

Update results

Model card: canonical macro-averaged results, output schema section, corrected method description and chart

simplify Get Started snippet (AutoPeftModel one-liner, no explicit base load)

reformat to official HF model-card template

Model card: leaner client-facing rewrite, e-commerce positioning, rubric_short

remove Limitations section from card

name = zeroproof-ecommerce-1b everywhere; base = gemma-1b; clean labels

measured cost/latency (L4): $0.18/1M, ~1s/turn + methodology footnote

bump to v1.1; cost caveat on chart

v0.1: gemma-3-1b QLoRA adapter + model card + rubric (private preview)

Update README.md

Rename to ecommerce-intent-1b

Lean v0 card + simple headline figure

Remove secrecy lines; expert eval figure (confusion + per-class F1), no em dashes

Strong v0 card: version table, comparison + per-intent tables, base-collapse, citation

Add ecommerce/finance/fintech tags + language

Update README.md

Scrub recipe/schema from card; keep results + honest framing (v0)

Model 0 v0 — gemma-3-1b QLoRA intent adapter + card + eval figure