Add lossless_decode subsection with 16 GB envelope table (PR #7)

Add Hardware envelope section: memory_mode=relay opens 8-16 GB Apple Silicon Macs for video (PR #6)

49f manual verification: Phase 5m partially closes issue #1 (structured-but-degraded, not noise)

Phase 5m+: envelope extended to n_lat=16,128 (768²×25f) via clean diagnostic

Phase 5m: cfg_renorm channel default — 768²×17f now production

L6: note 8bit variant is known-broken pending DWQ

phase5k: ship clean checkpoint — add oracle-pass samples + embed in README

phase5j: t2v in production — latent_pos_base=0 fix closes painterly aesthetic (issue #2)

Honest framing: t2v greatly improved but not at full PyTorch parity; research ongoing

Phase 5d port-bug fix landed (mape_anchor=None); upgrade video to production at n_lat<=9216

Transparency correction: t2v port quality issue is a port bug, not a model trait (issue #2 pending)

x2t_video + video_edit validated end-to-end (Phase 4d/2-ext)

Reframe t2v status: painterly aesthetic is intentional, not noise (Phase 4e finding)

Initial upload: Lance_3B_Video specialist, MLX bf16 (alpha — t2v scale collapse tracked in xocialize/lance-mlx issue #1)

initial commit