Fetch the polygen wheel from the private repo at build time (WHEEL_TOKEN secret); remove it from the public tree

Cost-at-your-scale panel + per-column readout (repr-axis PR #189, merged to dev as a08f34e)

Drop overlapping gr.Plot labels (show_label=False)

Add PDF support: render page 1 to an image, tokenize; archive-framed (no gzip)

Dark-mode-safe panels + theme-agnostic plots; match qwen2vl/RAG house style

Lower default image keep_coeffs 32->16 (break-even) so the lossless token stays at/below gzip

Fix stale gzip-parity copy (EXACT beats gzip now); clarify text is feature extraction

Pull the int16 projection (deployed wheel token already ~int16-compact); keep raised window cap

int16-residual token projection in size chart; raise auto window cap (n/3, 8192)

Window slider reflects the actual window used (not stuck at 4096)

Per-modality config: Data type selector + Detail slider (re-ranges per type)

Single upload-anything interface: auto-detect modality, never error (bytes fallback)

Explain what the polygen token (hex view) is on each tab

Keep modality cards alongside the added analytics/lossless archive cards

Build figures via Figure (no pyplot leak); int16 audio sample (no convert warning)

Modality cards match numeric (lossless + analytics archive); generic text intro

Neutral size-chart title on modality tabs (EXACT can beat gzip there)

Modality tabs: expose Fitting/window controls, add size comparison, add token preview

Multi-modal demo: image / audio / text tabs alongside the numeric signal

Restore requests (required by gradio import path); keep upload/window/Bugbot fixes

Address Bugbot: cap upload size/rows, safer headerless re-read, honest lossless check, drop unused requests

Robust CSV upload (pandas parser + guards); auto window length with override slider

Keep basis-family name out of the client config (neutralize Fitting radio value)

Restore MDL/fixed fitting toggle (generic labels, no basis families)

Brand cards + hide basis selection details

Public demo with Nuitka-compiled wheel

initial commit