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101 Commits
Author SHA1 Message Date
Claude a271331210 Decisiveness: manual slider is now -10..+10 (0 off, +-10 = 4x / quarter) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01GiiQgYH1z4SgQNuNNAgQCV
 2026-10-23 17:46:20 +00:00
Claude 1ce23bf6d3 Decisiveness: widen limits (manual k 0.25..4, learned k 0.5..2) so the effect is visible 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01GiiQgYH1z4SgQNuNNAgQCV
 2026-10-23 17:45:19 +00:00
Claude e16a236a05 feat: Camera move marked Experimental with a plain-language warning 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Pto9ujtMpq3Ff4rYuEW1p1
 2026-10-23 17:45:05 +00:00
Claude 019d496fab feat: warn beside Generate when PTD is on with SLA or other enhancements 
A chip names what else is switched on, since PTD was trained without them; the PTD toggle's hint says the same.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0164nckPWA2L2ugVqiDcXzc3
 2026-10-22 15:31:59 +00:00
Claude 30d499697c fix: PTD adapter list is read again each time Engine settings open 
A setting can now read its choices from disk: a module answers setting_options and the module list asks it on every request; Engine settings reload the list when they open. A file added after ComfyUI started shows without a restart.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0164nckPWA2L2ugVqiDcXzc3
 2026-10-22 15:18:13 +00:00
Claude b067255295 fix: PTD gives step-aware modules its own hop schedule 
SLA, momentum, velocity bias and the like read sample_sigmas from the run; with PTD on they saw the chosen 20-step schedule instead of the 4 hops. Test added.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0164nckPWA2L2ugVqiDcXzc3
 2026-10-22 15:13:40 +00:00
Claude d1d83ebd8e feat: PTD few-step support for MiniMax H3 as a module 
Settings > Engine > Sampling: pick a PTD adapter file from models/ptd and the run samples the file's own 4 to 8 hops with no CFG, whatever sampler and steps are chosen. Reads the EPFL fl2va and taobao-content-ai Ref2VA releases (bf16 or int8, full or pruned base); ordinary LoRAs stack. Ported from ComfyUI-PTD-Compact (Nynxz), ComfyUI-PTD (EPFL VITA Lab) and ComfyUI-MiniMaxH3-PTD (taobao-content-ai), all Apache-2.0: README Thank you plus NOTICE and licence text in the module. Proven on a tiny real H3 on CPU only.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0164nckPWA2L2ugVqiDcXzc3
 2026-10-22 14:58:06 +00:00
Claude f0e4a20524 Block influence recording is off until the user turns it on 
Default was on when no switch file existed. Now off; the Settings toggle stays.
Tests pin the new default.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01HsiMULvrCeUuixnkGAABVU
 2026-10-22 08:48:21 +00:00
Claude 4c677b984d test: every sampler and scheduler on offer finishes a real tiny H3 sample 2026-10-21 04:29:19 +00:00
Claude 88f4cc2986 test: every modifier setting walked through its choices on the real tiny H3 and LTX models 2026-10-21 04:29:19 +00:00
Claude df5424e0df Sharpness edits the model's answer directly, last step included, as 4.x did 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Dy3QqNuYH9NSJgob83xcTX
 2026-10-20 16:29:11 +00:00
Claude 0dc605f013 Distilled Flow: three named presets (ord1, ord2, ord2_ab2), no Heun variants 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Dy3QqNuYH9NSJgob83xcTX
 2026-10-20 16:11:19 +00:00
Claude 73adf3e65d Distilled Flow sampler presets (dflow_*) and a sampler-neutral Sharpness module 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Dy3QqNuYH9NSJgob83xcTX
 2026-10-20 16:01:27 +00:00
digital-garbageandClaude Sonnet 5.5 8359ec7e83 feat: FunPack Timing splits the time before step 1 into model preparation, setup and the first forward pass 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-17 01:43:41 +03:00
digital-garbageandClaude Sonnet 5.5 03d902e208 fix: taste direction works on the CPU, so Taste prompt nudge / score slider no longer die on a cuda-vs-cpu mismatch 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-17 01:11:50 +03:00
digital-garbageandClaude Sonnet 5.5 618b5ba1c1 fix: a failing target_rows provider is said, once; separate once-keys for the two modifier nodes; spam-guard test (attacker round 20) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-15 23:24:53 +03:00
digital-garbageandClaude Sonnet 5.5 99568ba9ae fix: a provider failing in a new way is said again; the Load Modifiers stale-module log is tested (attacker round 19) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-15 23:15:13 +03:00
digital-garbageandClaude Sonnet 5.5 6e5035671a fix: provider errors say 'failed while' once; import guard covers class/for/match bodies; diffusion picker lists .gguf again so a saved pick gets the install message; stale-module wording true for broken modules (attacker round 17) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-15 22:58:01 +03:00
digital-garbageandClaude Sonnet 5.5 5c2588a9b2 fix: import guard sees every import form and is shown to fail; diffusion picker hides .gguf with no backend; provider errors are logged; stale module ids said at the modifiers node too (attacker round 16) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-15 22:36:30 +03:00
digital-garbageandClaude Sonnet 5.5 a88b814b28 fix: modules no longer import each other (shared taste helper is a plain file); UI gates match real ids and are tested; boot cannot stall; empty pipelines refused; truncated .gguf listing says so (attacker round 15) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-15 22:10:20 +03:00
digital-garbageandClaude Sonnet 5.5 3050a80056 feat: saved settings naming a module or setting that no longer exists are skipped with a once-per-run log line, not refused; RETIRED list removed 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-15 21:43:24 +03:00
digital-garbageandClaude Sonnet 5.5 8820c3b792 fix: settings saved while the Appearance module existed no longer stop every run with 'no module named appearance is installed'; retired module ids are ignored, typos still refused 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-15 17:38:36 +03:00
digital-garbageandClaude Sonnet 5.5 648ea94c4a fix: text-only runs do not hand the grey stand-in to the enhancer; the encoder pick is text so a vanished file cannot stop a run with Enhance off; truer retain_first, montage and upscaler hints (attacker round) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-15 16:59:48 +03:00
digital-garbageandClaude Sonnet 5.5 9f71839336 docs: drop stale 'unvalidated on a GPU' notes from modules that have since been verified on one 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-15 16:03:26 +03:00
digital-garbageandClaude Sonnet 5.5 ac5b9b0fc8 fix: Block influence no longer breaks ComfyUI's memory recorder when a Taste key is set (every run died with 'aimdo memory compile error' unless another module switched it off); found on a real GPU 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-15 15:43:22 +03:00
digital-garbageandClaude Sonnet 5.5 fd3224d9a4 fix: montage pieces do not feed Shortcut Ideas habits; tiny clips are not montage material; truthful Update, blend, key and erase hints 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-15 14:25:21 +03:00
digital-garbageandClaude Sonnet 5.5 6a03ebe045 fix: deleting a montage piece leaves no ghost; pieces never read past an off-grid clip; calmer montage default; context-window overlap hidden when batched; Engine pane honours list conditions; Generate and Update wording 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-15 14:07:29 +03:00
digital-garbage 23b46559cc fix: hints and labels now say what the control does (menus, inspector, timeline, takes, ideas, enhancer, context windows, montage, modes); H3 project negative prompt reaches the negative slot 2026-10-15 12:55:40 +03:00
digital-garbageandClaude Haiku 5.5 7bf9b51007 fix: block influence flatness reads raw push; the switch stays visible and works when the status fails or a file is damaged; a block some clip never measured is left out of the groups; the rated-runs label says what it counts 
Co-Authored-By: Claude Haiku 5.5 <noreply@anthropic.com>
 2026-10-10 15:35:32 +03:00
digital-garbageandClaude Haiku 5.5 d73ba238d7 fix: the block influence switch stays visible when its report fails; wording says what is measured and what is not yet supported 
Co-Authored-By: Claude Haiku 5.5 <noreply@anthropic.com>
 2026-10-10 15:26:07 +03:00
digital-garbageandClaude Haiku 5.5 cdadf0d4ba feat: block influence's four-group report lives in Settings > Refinement & Taste, with its recording switch; the script goes 
Co-Authored-By: Claude Haiku 5.5 <noreply@anthropic.com>
 2026-10-10 15:19:03 +03:00
digital-garbageandClaude Haiku 5.5 49db27aec8 feat: block-influence recording is on by default; four-group comparison with shuffled-label control, and tools/taste_groups.py to read it 
Co-Authored-By: Claude Haiku 5.5 <noreply@anthropic.com>
 2026-10-10 15:15:41 +03:00
digital-garbageandClaude Opus 5.5 dc67fc8274 fix: Taste steering is named "(REINS)" and says it moves toward liked AND away from disliked, only after 2+ of each 
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-07 14:46:44 +03:00
digital-garbageandClaude Opus 5.5 837a4215a4 fix: v4 regressions before the rental: taste judge trains under inference mode; LoRA keys unwrapped, misfits dropped, no-match said; unsupported dtype said; missed run finish read from history; prompt nudge no longer holds the model 
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-06 03:08:29 +03:00
digital-garbageandClaude Opus 5.5 83665a7234 fix: Taste key follows each learner's real store use (USES_WHEN); Sampler saves a value typed back; pipeline requests give up instead of freezing; a failed module list recovers; a stale waiting pipeline never lands on a later project; Shot camera memory appears once ComfyUI answers; Generate waits for a pipeline going in 
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-05 10:42:51 +03:00
digital-garbageandClaude Opus 5.5 ef84df4286 fix: views redraw when a project's pipeline goes in; project switches wait for edits in flight and load one at a time; modifier settings hide when the pipeline cannot install them; refusals name the setting the person sees; older SD1.x files are recognised; stale load retries are cancelled 
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-05 09:23:18 +03:00
digital-garbageandClaude Opus 5.5 6fa6c4c6ee fix: a preset, import or wizard pipeline reopens exactly as saved (roles too); Taste key hides when no learning feature is on; a broken node schema no longer takes the module list down; a failed model probe is retried 
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-05 04:40:32 +03:00
digital-garbageandClaude Sonnet 5.5 b6319c51c4 fix: forget fires only once the first run is queued, one owner per Generate; velocity bias banks likes only, mixed sizes import, says when no structure step, refuses windows/second-order/negative-only calls 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 16:34:03 +03:00
digital-garbageandClaude Sonnet 5.5 6e37dc36ef feat: velocity bias module (liked clips' motion at the structure step, rotated in size-kept) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 16:27:30 +03:00
digital-garbageandClaude Sonnet 5.5 c4e5ceac64 fix: momentum leaves second-order samplers alone and says so; nudge at strength 0 only learns; more tests 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 12:16:26 +03:00
digital-garbageandClaude Sonnet 5.5 632a61e224 fix: momentum step size exact on plain latents too, refuses context windows in words, restarts by step index, skips last step/probes; nudge says bf16 loss and step-unknown, similar-prompts never reads the negative prompt 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 11:57:43 +03:00
digital-garbageandClaude Sonnet 5.5 ca2d23b3b1 fix: momentum memory per window/call, probes and the last step excluded, exact v4 step size, freed after the run; prompt nudge keeps the sound's channels, v4's absolute strength, teaches only the positive prompt, says when it never acted 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 11:49:47 +03:00
digital-garbageandClaude Sonnet 5.5 1e7899854a feat: taste prompt nudge (embed guidance): free late-step shift of the prompt words toward the liked direction 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 11:40:34 +03:00
digital-garbageandClaude Sonnet 5.5 8f1ce2a1fe feat: momentum guidance module (running-average direction blend below a noise level, carried into the next step's input) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 11:37:22 +03:00
digital-garbageandClaude Sonnet 5.5 397f36014a fix: loop roll failures reach the guard (recorded, dropped, call rerun); sampler keeps an empty fault record 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 11:34:36 +03:00
digital-garbageandClaude Sonnet 5.5 6ac6acf612 fix: loop only catches its own roll (model errors pass, no double forward); fault record rides model_options so stock clones keep it 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 11:29:50 +03:00
digital-garbageandClaude Sonnet 5.5 4d82d199e9 fix: unet-wrapper guard passes model errors through and falls back to the earlier wrapper; identity key outside the modifier prefix; loop roll shared by a step's calls; loop+windows and dropped window keywords said 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 11:21:54 +03:00
digital-garbageandClaude Sonnet 5.5 639b29e697 fix: LTX temporal styles scaled nothing (core hands the wrapper a bare frame_rate); identity transfer on guided latents; context-window overlap cut below the window; fault record survives model clones 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 11:08:28 +03:00
digital-garbageandClaude Sonnet 5.5 bc8631f683 feat: LTX temporal style (frame-rate styles, pulse, rapid, Mobius loop) as a model module; unet-wrapper guard 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 10:52:41 +03:00
digital-garbageandClaude Sonnet 5.5 a51faa729b feat: LTX modules — video->audio coupling, context windows, identity transfer (Best-FaceID); TinyLTX real-model fixture; ltx_av trait 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 10:48:36 +03:00