nodes/olivv-cs-ComfyUI-FunPack
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106 Commits
Author SHA1 Message Date
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
digital-garbageandClaude Sonnet 5.5 47752491db fix: LTX — tiled decode asked the way comfy asks it, picture found for ALG/DynaShift/guidance (shared av_video_stream), odd sizes said 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 10:30:37 +03:00
digital-garbageandClaude Sonnet 5.5 6bfeb63c4c feat: LTX 2.x model module — recognised from the checkpoint header, joint video+audio latent sized from the audio VAE, decode, text/image-to-video pipelines 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 10:24:43 +03:00
digital-garbageandClaude Sonnet 5.5 587fef3876 fix: module control — off/quarantined modules' values are not checked, repaired means loaded not just edited, quarantine holds when the file cannot be written, cache keys follow it 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 03:06:50 +03:00
digital-garbageandClaude Sonnet 5.5 1724e94c2d feat: module control — switch a module off per project, and a module that fails stays off across runs until repaired or turned back on (Settings > Modules) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 02:59:57 +03:00
digital-garbageandClaude Sonnet 5.5 a799846df0 feat: final render is made at a clip's own resolution (first clip, a chosen clip, or the project's), never forced to the project size 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 02:49:03 +03:00
digital-garbageandClaude Sonnet 5.5 43c29ced07 fix: reserved key names, per-name shape consistency and prompt ids checked on import, Esc leaves a typed field first, a resumed wizard is an ordinary run 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 00:13:24 +03:00
digital-garbageandClaude Sonnet 5.5 69f3019d9c fix: track modules/system/taste (an unanchored .gitignore rule had kept the whole module out of git); key import validates row shape, clears a stale latest, reports damaged zips; wizard Esc yields to layers above it and keeps a resumable run; icons view keeps its actions 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 00:07:09 +03:00
digital-garbageandClaude Sonnet 5.5 561551eb90 fix: every clip contributes exactly its window of picture (held or cut), lanes without sound are left out and said 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 16:36:41 +03:00
digital-garbageandClaude Sonnet 5.5 45952015a3 fix: crossfade after a cut or gap renders (one timebase), short renders refused with a sentence, audio lanes use their file's length, segment ffmpeg failure is not a retryable 503 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 16:26:15 +03:00
digital-garbageandClaude Sonnet 5.5 ece9e2e9d7 fix: ghost previews keep their in-point, empty segments refused, odd canvases render, clip sound padded to its picture, mixed-fps export, render reports what it left out, upscale notice/busy-state 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 16:15:41 +03:00
digital-garbageandClaude Sonnet 5.5 beb5fe331b fix: preview window follows the URL not the unsaved project; export keeps sound/validates windows/unique names; upscale poll survives blips and detects vanished jobs; upscale settings follow the project; upload failures shown; EXIF-upright thumbnails 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 16:05:40 +03:00
digital-garbageandClaude Sonnet 5.5 1e0f9bc49e feat: render stage (serving, preview segments, export, stitch), post-render upscale, media rename/thumbnails, frontend backport from v4 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 15:48:46 +03:00
digital-garbageandClaude Sonnet 5.5 fd236a6e97 fix: phrase probe re-installs when its switch flips (cache key), sits innermost so other features' extra forwards are not measured, panel keeps peaks; enhancer reads Qwen-style tokenizers, chat comments key on the typed prompt; scenes get eff_frames/eff_fps 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 15:35:37 +03:00
digital-garbageandClaude Sonnet 5.5 28339e9fec feat: dislikes name what went wrong (bad image / bad composition); composition learners and DynaShift read the other axis as neutral; picker labels reach the taste store 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 15:23:24 +03:00
digital-garbageandClaude Sonnet 5.5 a9ef7d5c44 fix: enhancer works with ComfyUI's real generate/tokenizer signatures (seed, no unknown args, says when no picture/template), chat comments stay with their prompt, enhancer skips combined multi-scene prompts, revolver draws are atomic, template apply is undoable and says what v4 templates lose 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 15:21:06 +03:00
digital-garbageandClaude Sonnet 5.5 8be3770080 feat: H3 tiled and X2 Detail VAE decode, phrase probe with Settings panel 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 15:17:03 +03:00
digital-garbageandClaude Sonnet 5.5 b29fda7a0e feat: prompt enhancer (node module, H3 preset slot, Composer Enhance + Chat tabs, readout route) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 15:05:22 +03:00
digital-garbageandClaude Sonnet 5.5 e720055f65 fix: camera move never says both active and inactive; late-branch returns the model's own answer if mixing fails 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 10:18:46 +03:00
digital-garbageandClaude Sonnet 5.5 66337e24c5 fix: shot memory blends a CPU-stored shot into GPU noise; learners also capture on the last step; multi-call clears the capture 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 09:59:09 +03:00
digital-garbageandClaude Sonnet 5.5 f41136e3e0 fix: learners teach only from pushes that were felt, per setup; sla counter ignores throwaway calls; camera frame change; shot memory amount 0 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 09:44:24 +03:00
digital-garbageandClaude Sonnet 5.5 4b9d92a5dd feat: late-branch guidance, STAS, camera move; shared rated_dial learner 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 09:22:22 +03:00
digital-garbageandClaude Sonnet 5.5 233c5c1f78 feat: shot memory (starting noise remembers liked layouts) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 09:15:07 +03:00
digital-garbageandClaude Sonnet 5.5 4bdf1b7295 feat: decisiveness (temporal score rescaling), learned or manual, carried into the next step 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 09:13:30 +03:00
digital-garbageandClaude Sonnet 5.5 2686367705 fix: block-influence problems reach the panel whatever key it shows; midpoint calls no longer called inactive 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 04:32:37 +03:00
digital-garbageandClaude Sonnet 5.5 93998e3656 fix: block influence says so with no key, banner scoped to its key and cleared; steer reports per run 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 04:24:58 +03:00
digital-garbageandClaude Sonnet 5.5 01f584a23e fix: clear answers for its own key; block-influence problems shown in the panel; repeated-sigma schedules blamed correctly 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 03:47:02 +03:00
digital-garbageandClaude Sonnet 5.5 54fc8df9d6 fix: clear/export act on the exact key shown; multi-call samplers declared; guards covered by tests 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 03:37:40 +03:00
digital-garbageandClaude Sonnet 5.5 313d703846 fix: input steer reports reach not size, resets per run; block influence validates before toggling, finds the real key 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 03:24:03 +03:00
digital-garbageandClaude Sonnet 5.5 7dab350961 feat: rating-driven steering rides into the next step's input (core/input_steer); block influence probe 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-02 03:13:44 +03:00
digital-garbageandClaude Opus 5.5 6acfd7e27b test: cancel test runs the real sampler at the end of the chain 
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-09-27 19:10:23 +03:00
digital-garbageandClaude Opus 5.5 3c187bda8a feat: first-step seed search; ALG passes the sampler call on instead of skipping inner wrappers 
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-09-27 19:08:02 +03:00
digital-garbageandClaude Opus 5.5 0bb7e3a01a fix: H3 picture found in the packed model output; latent steering was off on every real run 
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-09-27 19:01:13 +03:00
digital-garbageandClaude Opus 5.5 169e8a6a1e feat: taste slider leans late steps toward what liked prompts share; similar-prompts option 
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-09-27 18:58:07 +03:00
digital-garbageandClaude Opus 5.5 f99944e5e4 fix: DynaShift and taste guidance read the step from ComfyUI's positional call; they never steered 
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-09-27 18:53:51 +03:00
digital-garbageandClaude Opus 5.5 895a61e8d3 feat: taste guidance + early taste guidance steer by a judge learned from ratings 
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-09-27 18:41:02 +03:00
digital-garbageandClaude Opus 5.5 78e5459422 fix: learning features read new ratings every run, not once per cached node 
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-09-27 18:37:09 +03:00
digital-garbageandClaude Opus 5.5 b831372879 feat: DynaShift steers late steps away from disliked clips, banked on the taste key 
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-09-27 18:34:16 +03:00
digital-garbageandClaude Opus 5.5 53cbc29948 feat: taste steering + taste attention learn from ratings; a failing wrapper no longer re-runs sampling 
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-09-27 18:31:10 +03:00
digital-garbageandClaude Opus 5.5 2406923802 feat: taste keys -- rating a clip teaches the key its run captured 
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-09-27 18:24:53 +03:00