v1.3: VHS glitch reaches the master (worker port + transition sidecar); v2a_grad_scale note corrected

LLMEnhance: local endpoints no longer require an api_key (placeholder sent automatically); clearer error + tooltip; document the field in the workflow README

v1.1: A/V sync fix, AutoFinish nodes, gemma_file dropdown, manual_path, framing/movement doctrine, ready-to-run multishot workflow

Lazy text-encoder load: build only on conditioning-cache MISS (saves 21-33GB host RAM + load time on cache-HIT runs)

hires-fix: 33f windows + zero resident blocks during the pass (VAE encoder fatal abort at 65f/1920x1088 with 12GB pinned)

fix: _ref_sched unbound on no-reference runs (no-character scripts)

encoder_fp8: strip unused vision tower + absolute-headroom fits check -> GPU encode engages on 24GB cards

conditioning disk cache (encode once per script per machine) + CPU-fp8 encoder warning

hires-fix second pass: per-shot latent re-encode + DMD tail re-denoise at target res (real detail synthesis; 65f windows, 3090-safe)

guard: fp8-compute toggles require bf16 source file (fp8 files load all-fp8 with cast skipped -> randn crash)

encoder_fp8: halve the Gemma wrapper footprint (fp8 storage, upcast at encode; enables GPU encode pass on 32GB)

fp8_scaled_mm mode (native fp8 matmul, no upcast tax) + resident_blocks partial offload

Generate: schedule-aware ref dedup, cap 6 scheduled entries

TextEncode: hot-swap encoder to GPU for the encode pass (fits-check + OOM fallback)

per-character reference scheduling: RefPicker emits ref_shots (first-appearance shot per character), Generate injects each ref at its character's entry shot with the long trim - multi-character single-run videos get every character properly seeded

load order: DiT (quantize/fuse peak) first, VAEs, text encoder LAST + gc between stages - encoder-first stacked 24GB under the fuse peak and caused an mmap access violation at VAE load on a 96GB box

references seed shot 1 only: from shot 2 the bank carries identity+staging; re-injecting a wide full-scene ref every shot made the subject relocate between shots

no-offload pre-flight: refuse cannot-fit DiT with a catchable error (cudaMallocAsync otherwise hard-aborts the whole process), warn on tight activation budgets

reference_zoom: over-zoom refs before conditioning - a ref at exactly render size is pixel-continuable and the model opens the shot ON it (long literal ghost no trim covers); 1.2 default breaks the continuation shortcut while keeping identity + wide composition

head_trim_first_shot: shot 1 conditions on refs alone (empty bank) and opens ON the reference - give it its own longer trim (auto = 2x head_trim, min 24)

LoRA hardening: kohya lora_down/up support + alpha scaling, fuse telemetry + zero-match warning, refuse comfy_quant checkpoints with clear error; lora_file dropdown

RefPicker: character dropdown, no silent scan-fallback, cache fix; head-trim applied to all outputs; lora_file dropdown on ModelLoader; gemma_path guard

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