73 Commits
Author SHA1 Message Date
digital-garbageandClaude Sonnet 5.5 83ca881510 Step merging: Main prompt reads (A while B, A B, only A, only B) sets what the prompt says outside the merged steps
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-11-10 02:32:57 +02:00
digital-garbageandClaude Sonnet 5.5 9c415f81ee Simultaneous actions: [A|B] (and A|B between shortcuts) answers each option separately at the named Noise merging steps and merges them; timed phrases and the prompt blend are removed
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-11-10 01:27:19 +02:00
digital-garbageandClaude Sonnet 5.5 12bf6c6308 Saved H3 pipelines whose enhancer read the aspect picture are freed so the scene's first picture reference can be handed to it
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-11-10 00:37:47 +02:00
digital-garbageandClaude Sonnet 5.5 609be1a203 Prompt enhancer is shown the first picture reference; the aspect ratio source only gives the shape
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-11-10 00:24:51 +02:00
Claude c873f4b318 Review round 3: tour follows the renamed Generate button, upscale-model block also for the Training preview and a reloaded page, px/colour lint covers negatives and frame.css, tests for the load path and the flag
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Tw9fjX7o2YfeGQE18MEtPu
2026-11-08 21:52:16 +00:00
Claude 19c6525d19 Old scene Source values open as the default; Generate refused while an upscale model runs; preset decodes with None without the Sol-H3 VAE; tour callout follows a redrawn button
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Tw9fjX7o2YfeGQE18MEtPu
2026-11-08 21:05:34 +00:00
digital-garbageandClaude Sonnet 5.5 79333eceac Remove Video detail from Engine > Post; saved settings for it are skipped
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-11-06 12:54:54 +02:00
digital-garbageandClaude Sonnet 5.5 9b1cb52024 Post settings in Engine > Post: smoothing moved out of the node, plus auto contrast, auto brightness, colour strength
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-11-05 20:32:03 +02:00
digital-garbage d792d7f5e9 Matrix: LTX file, LoRA slots across stages, stale KJNodes skips removed
Every modifier alone, in pairs and all together on tiny H3 and tiny LTX; the H3 preset build tests run again.
2026-11-05 16:01:20 +02:00
Claude 6fad1d4feb Continuity: carried frame takes the next free reference slot
It was fed to the aspect-ratio picture slot only. Hooks may now return references, added to the scene's before wiring.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Tw9fjYBYFyV8YG5YDfYPRb
2026-11-02 13:27:13 +00:00
Claude 4c0192469a Presets can carry project settings; Fast & Simple R2V turns on Frame Generation (always, Balanced x2) and Super Resolution on demand (Denoise Medium)
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Tw9fjWzZx5QzcqkheSuhsy
2026-10-29 19:49:44 +00:00
Claude 15bd8b8480 H3 Fast & Simple R2V preset: MXFP8, ramped sparse attention, DMAD LoRA slot, 5-step Turbo with Two stages and polish, Attention explorer, camera moves, Sol decode-only VAE
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Tw9fjWzZx5QzcqkheSuhsy
2026-10-29 19:19:17 +00:00
Claude 5df050a7f2 Project settings: Resolution is the Short side / Long side / Pixel count; H3 sizes with FunUIAspectSize, old projects keep Pixel count
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Tw9fjYcwzhZeJZAD6ujMjA
2026-10-29 11:47:13 +00:00
Claude a80e58490c Two stages as a sampling setting (a model wrapper, any sampler) instead of a preset
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Tw9fjW75aYB8UyVRZo6fCr
2026-10-29 10:05:19 +00:00
Claude 791bb6ca48 H3: two-stage preset (first steps on a smaller picture), Sampler denoised output, Resample to an exact size without an upscaler file, Stage Size node
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Tw9fjW75aYB8UyVRZo6fCr
2026-10-29 09:55:37 +00:00
Claude 048dcd48cf Blocks settings adapt to the detected model: block count read from the file header, hint and clamp in the panel
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Tw9fjYZhHqk196LykrWy3T
2026-10-27 10:56:02 +00:00
Claude 2f4a291b2e REINS and Block repeat work on LTX's (video, audio) blocks: new block_rows trait
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Tw9fjYZhHqk196LykrWy3T
2026-10-27 10:26:44 +00:00
Claude ee56a282d9 Randomizer (attention temperature) now works on LTX: new block_scope trait, LTX blocks counted
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Tw9fjYZhHqk196LykrWy3T
2026-10-27 10:23:26 +00:00
Claude 9f8705dd63 Shot camera and SLA need H3-only traits: hidden on LTX (node fields can now require a trait)
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BzJLJWVu7RZnbRqm3nYAnX
2026-10-27 08:29:22 +00:00
Claude 3adebb731f Rename FunPack to FunUI (5.0.3 Classy Chopper): /fun endpoint, wink logo, load-time migration of old names
Old project/workflow names and browser settings migrate on load; /funpack redirects to /fun.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016acRss69eH1235eRdFTZHY
2026-10-25 13:11:03 +00:00
Claude 49d69aa394 test: a picked H3 file keeps Shadow negative and Video detail on screen
Fake safetensors header through the probe and the real manifest; fails on the
code before 9b4b559, passes after.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011av2BXzE4UT5HfXpnhTNJQ
2026-10-22 08:37:09 +00:00
Claude 9b4b559d19 fix: H3 file probe now shows Shadow negative and Video detail
The pre-load probe left out adaln_modalities, so picking an H3 file hid every
setting that needs it. Run time still checks the loaded model.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011av2BXzE4UT5HfXpnhTNJQ
2026-10-22 08:17:55 +00:00
Claude 329781499c feat: H3 preset has 15 reference slots (9 pictures, 3 videos, 3 sounds); saved projects get the new ones on open
Pictures are numbered among pictures, so any mix fits R2V's own inputs.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CHWxqHtxwWrq4kEyFTaHds
2026-10-21 02:54:22 +00:00
Claude a36af5f3a1 fix: a video or audio reference is routed from the inputs the model node offers, not from preset data
Works for any H3 Reference to Video pipeline, edited or not. Drops the preset routing data and the refresh that carried it.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CHWxqHtxwWrq4kEyFTaHds
2026-10-21 02:43:47 +00:00
Claude bf62683f5a feat: Load Media takes a picture, video or sound and the app wires the output that fits
A video or audio reference now uses an ordinary reference slot, so old projects need no new slots; saved media slots take the preset's current roles.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CHWxqHtxwWrq4kEyFTaHds
2026-10-21 02:22:23 +00:00
Claude 129cc10d0f fix: video and audio references go to R2V's own video/audio inputs; aspect ratio source accepts a video
New Load Media (video) and (audio) nodes; picture loader keeps first frame for the aspect source only.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CHWxqHtxwWrq4kEyFTaHds
2026-10-21 02:01:01 +00:00
Claude 919097c732 LoRA training: our own loop for H3, and a Log that survives a crash
The H3 run trains with a loop of our own (LoRA on the attention and feed-forward projections of the
50 blocks, per-block checkpoint, uniform noise levels, musubi-tuner's approach) while ComfyUI carries
the batches. Every Log record is flushed to disk as it is said and reloaded on start; the run
writes each stage and step to it. ComfyUI's own offloading toggle is ignored by the new loop.
UNTESTED on the real weights.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
2026-10-17 19:57:06 +00:00
Claude a13f037f72 H3 training: modulate blocks out of place so the backward pass stops keeping every block's recompute alive
Measured on a tiny H3: backward growth was ~75 MB per block, now flat (61-88 MB at 2, 8 and 16 blocks).
The in-place mul_/addcmul_ on slices of the stream in the block helpers were the cause.
UNTESTED on the real weights.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
2026-10-17 19:47:34 +00:00
Claude d0d572c4ec feat: block swap option for LoRA training and a per-block memory log in the backward pass
Block swap keeps the frozen weights of the last N transformer blocks in system
memory and lets ComfyUI's weight casting fetch them one layer at a time. The idea
and the block count as the one knob follow musubi-tuner's block swap (kohya-ss,
Apache License 2.0); this is an independent implementation.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
2026-10-17 19:30:50 +00:00
Claude a070ce9400 Training reads every clip for as many frames as the shortest gives, and allows up to 1025
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
2026-10-17 18:30:50 +00:00
Claude bb9ec64a46 H3 training checkpoints one block at a time and the text refiner on its own
Depth 1 made the whole model a single checkpoint, so nothing was saved.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
2026-10-17 18:14:55 +00:00
Claude ab100f85a4 LoRA training add-on: sets, tagger, trainer node on ComfyUI's Train LoRA, H3 support
Backend only (window follows). Switched on in Settings > Modules. H3 repairs proven on a tiny H3 on CPU, UNTESTED on real weights.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
2026-10-17 15:05:57 +00:00
digital-garbageandClaude Sonnet 5.5 803ea68f21 fix: optional nodes are declared per node class by the model modules (saved pipelines and swapped nodes covered); skip chain cannot crash; skipped controls hidden in the project tab; skipped card says so (attacker round 26)
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-10-16 01:02:59 +03:00
digital-garbageandClaude Sonnet 5.5 3beb13f6c5 feat: optional preset slots - a pipeline runs without Enhance, Shot camera, Prompt markup, Negative erase, Cut opening or Identity transfer when their module did not load, says so beside Generate, and hides their controls
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-10-16 00:41:38 +03:00
digital-garbageandClaude Sonnet 5.5 08550e3569 fix: H3 second-pass preset held back; unsupported .gguf text encoders are refused instead of loading as the wrong model; Start shots hint is true for H3; LTX module titled UNTESTED; docs corrected (failure behaviour, Taste key location, install caution, gguf, second pass) (attacker round 5)
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-10-15 18:10:57 +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 1fc5d99dcc feat: MiniMax H3 Reference to Video works text-only; with no picture a plain stand-in of the Width/Height shape feeds the size chain (found on a real GPU)
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-10-15 15:03:52 +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 Sonnet 5.5 d59a9ecba4 fix: a loaded project file is saved cleared; the shot camera node always gets the project id; infusion skips a word the shot already says
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-10-13 07:11:54 +03:00
digital-garbageandClaude Sonnet 5.5 090f8cfbb8 feat: focus infusion draws only on words the current project's own prompts keep returning to
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-10-13 06:29:41 +03:00
digital-garbageandClaude Opus 5.5 99f00f2950 feat: FunPack Save Video takes frames, sound and fps directly; Create Video dropped from the presets
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-07 16:08:28 +03:00
digital-garbageandClaude Opus 5.5 82d18494ad feat: FunPack Save Video: H.265 on NVENC (hvc1, plays in Mac Chrome/Safari), H.264 option; no NVENC = H.264 on every CPU core (core SaveVideo used one); presets use it
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-07 15:43:18 +03:00
digital-garbageandClaude Opus 5.5 05fde80caf feat: H3 decode logs where its time goes: picture vs sound seconds, VAE precision, and whether the VAE was fully on the GPU
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-07 15:26:31 +03:00
digital-garbageandClaude Opus 5.5 109ea2fb4f revert: H3 decode in one piece showed a tile grid (the decoder is trained on 256px tiles); back to ComfyUI's own tiling, tooltip says so
Reverts b015ce3f.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-07 15:01:07 +03:00
digital-garbageandClaude Opus 5.5 b015ce3f87 fix: H3 decode with tile size 0 decodes each frame in one piece (core tiled at 256 regardless); out of memory steps down to 512, then 256 tiles
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-07 14:51:11 +03:00
digital-garbageandClaude Sonnet 5.5 054f18a525 fix: Generate reads the live screen, not a save; autosave delay is a setting that waits for typing; H3 preset always carries a LoRA loader (None = untouched)
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-10-04 15:51:40 +03:00
digital-garbageandClaude Sonnet 5.5 dce64c1813 feat: shot camera (cut times, views, camera moves for [Shot N]) with rating-taught memory
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-10-04 14:07:03 +03:00
digital-garbageandClaude Sonnet 5.5 3f8607b343 feat(h3): Negative Erase node — the negative prompt takes its direction out of the positive at CFG 1 (off at strength 0)
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-10-04 12:05:10 +03:00
digital-garbageandClaude Sonnet 5.5 69c678e97e fix(ui): a run already finished at reload is recorded at once instead of locking the page; recovered length uses the shared-frame rule; H3 second pass gets a fresh seed too
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-10-03 20:02:46 +03:00
digital-garbageandClaude Sonnet 5.5 e0a23b93b5 fix(ui): fresh seed per run (generation.seed role), a unit is made at its clips' length, all-excluded units skip (not just the root), monitor stops at a clip's own length, inspector follows the pipeline, settings capped at the file's limit
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
2026-10-03 19:46:14 +03:00