nodes/olivv-cs-ComfyUI-FunPack
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73 Commits
Author SHA1 Message Date
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
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 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 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 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 3cd0c1e00a fix(v5): block repeat and shadow negative sample with the model compiler off 
Both replace what a block allocates, which crashes aimdo's compiler (seen on a
rental with v4's shadow negative). Attached to the model, so any sampler.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-09-27 17:59:18 +03:00
digital-garbageandClaude Opus 5.5 5787190b3f feat(v5): H3 second pass as graph -- upscaler loader, latent resample, typed pass-2 schedule 
H3's latent upscaler loads through the H3 module (ComfyUI's loader has no
branch for it); an upscale resizes H3's anchor pin so pass 2 stays pinned.
FunPack Sampler takes an optional wired schedule, run exactly as written.
New preset: H3 Reference to Video + second pass.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-09-27 17:49:39 +03:00