nodes/olivv-cs-ComfyUI-FunPack
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62 Commits
Author SHA1 Message Date
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 1565ac3982 fix: skipped slots offer no Remove/Swap, stand-in load clears skipped, null pass value refused; route-level and precedence tests 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-16 01:28:22 +03:00
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 43e63ebf74 docs: v5 CHANGELOG, how-to-start guide, release README (Intent and Thank you kept verbatim), codename note; LTX declared UNTESTED loudly (preset titles, every run's log, docs) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-15 17:53:00 +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 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 Opus 5.5 927d8d7358 feat: Stable Diffusion 1.5 model module, so the whole pipeline runs on a Mac (picture held for the clip's length) 
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-10-05 04:19:20 +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 1343486f87 feat(ltx): 'Anchor as guide' pipeline preset (stock LTXVAddGuide at frame 0, empty latent, guides cropped before decode) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-04 12:01:55 +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
digital-garbageandClaude Sonnet 5.5 d14bc51c2d fix(ui): left-edge trim direction, one source for length/fps (roles 'drive' it), whole-number settings only, stop/queue/no-prompt/adopt messages, ghost remove, cut halves read-only prompt, preview start+end; font test sees app/ui fonts 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-03 19:32:36 +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 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 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 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 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 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 9d028ccc92 feat(v5): prompt markup for H3 -- (word:1.5), [phrase@t0-t1], [a|b] 
Prompt Markup strips it before the encoder; Apply Prompt Markup puts weights
and timed windows on attention and blends on the conditioning. Where the words
sit is the H3 module's (text_tokenizer, prompt_rows, video_time_rows). Wired
into both H3 presets.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-09-27 18:11:51 +03:00
digital-garbageandClaude Opus 5.5 6838e3b997 feat(v5): cut opening frames -- keep the anchor's transfer, drop the still 
Cuts decoded frames and the same time off the sound. In both H3 presets,
0 by default.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
 2026-09-27 17:56:15 +03:00