Claude
b5656db6b8
Timing: the sampler line gives the time of every step, not just the first two
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_01VmbxSsiiz8wmt226dtbFXe
2026-10-25 17:03:07 +00:00
Claude
cce20f136a
Shot Camera: spaCy model failed to load with preshed 3.0.14 (OverflowError); pin preshed<3.0.14, repair on start, name the real cause in the log
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_01T81dXrsAyE9Uu8UvYzKvGt
2026-10-25 16:20:14 +00:00
Claude
b903648950
Wheel: Clear references and Disable all guidance enhancements; Guidance switch in Engine settings; branch notes in the branch switcher
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_01QNQWU3ukHBLpBb9driYFi8
2026-10-25 16:16:46 +00:00
Claude
527d368c82
SLA: optional rising sparsity (sla_sparsity_start), GSRS idea; CPU test env script
...
Skip fewer attention blocks on early steps and more on late ones, in a straight
line up to sla_sparsity. Off at 0, untested on H3. Credit GSRS (arXiv 2610.21129).
tools/test_env.sh and tools/cpuforce.py set up the suite on a GPU-less machine.
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_0176SHndmQj7T1VtWAWZiNcq
2026-10-25 16:05:33 +00:00
Claude
dc4e51563c
5.0.3: stale Decisiveness test, migration tests, changelog folded into the release
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_016acRss69eH1235eRdFTZHY
2026-10-25 13:44:56 +00:00
Claude
2e445244df
Test: self-removal refusal names the folder, whatever it is called
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_016acRss69eH1235eRdFTZHY
2026-10-25 13:28:36 +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
a3031cf630
feat: one switch in Settings > Conditioning turns off automatic camera prompt enhancement
...
Shot camera's moves, cuts, views, reframes and their chances sit out;
liked details and every other enhancement are untouched.
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_014xY2qM34KgJ8yHLsTQEou1
2026-10-22 15:38:39 +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
b1def9bab2
feat: Log colours only the lines that need attention (warnings amber, errors red); healthy output stays plain
...
The Log window and the terminal share one rule. Levels come from FunPack's own
[Log] severities; ComfyUI and other packs are matched on strict error/warning
markers and tracebacks, not on words in prose.
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_01FACCerXXJ2TbeLuRi6k5AG
2026-10-22 06:50:08 +00:00
Claude
156f86e618
fix: checkpoint loader reports a missing VAE; a start picture no pipeline slot takes is named as unused
...
Tests: VAE, LoRA (7 key dialects), CLIP and checkpoint loaders; every preset x every kind of picked file is used or named.
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_01WP6HMLLhRYcghAEXK4KLwK
2026-10-21 04:36:20 +00:00
Claude
c089fe3a9a
test: every diffusion loader option loads a tiny H3 file; every reference kind reaches its H3 socket and passes ComfyUI validation
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_01WP6HMLLhRYcghAEXK4KLwK
2026-10-21 04:29:20 +00:00
Claude
98a1504a29
fix: workflow import reads the official ComfyUI templates: lost widget values, dynamic inputs, autogrow names, prompt through guiders
...
Audit against all 634 workflows ComfyUI ships (comfyui-workflow-templates). Found and fixed: a crash on list-valued widgets; widgets of nodes inside subgraphs losing seed/denoise; dynamic combos (resize, save format, sparse attention) shifting every later value; instance values mapped by the wrong inputs; Math expression / Batch images / Reference multi latent inputs refused; INT wires into FLOAT-or-INT widgets refused; the prompt not found when conditioning goes through BasicGuider (official H3 workflows); widgets an older export never had now take the node default; nodes no save or preview uses are left out as ComfyUI does. Autogrow sockets are now numbered as ComfyUI numbers them (R2V has 9/3/3/3, FunPack offered one extra of each).
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_01WP6HMLLhRYcghAEXK4KLwK
2026-10-21 04:10:12 +00:00
Claude
24f946f43c
release: 5.0.1 changelog, version and training credit
...
Load Media refuses unreadable files in plain words; gallery delete refuses odd names; stale tests updated.
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_01V9uCRvqd1GDx6PZDZLyovu
2026-10-21 03:40:31 +00:00
Claude
f6b49d318a
feat: a video with a soundtrack also feeds R2V's paired video audio input
...
The media list says which videos have sound.
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_01CHWxqHtxwWrq4kEyFTaHds
2026-10-21 02:46:44 +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
dfc8153cb3
Media upload: show percent while sending, read the body in 1MB chunks, write off the event loop
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_01J6rGxH5eLym2ADye6YDgEW
2026-10-17 23:09:37 +00:00
Claude
2921ff517b
Gallery: saved videos and pictures next to Temp files, with preview and confirmed delete
...
Settings > Saved & Temp Files now has two tabs. Saved lists what ComfyUI wrote to its output folder; Temp is the old list. Click a file to look at it, open it in a tab, or delete it after a question. Delete only removes media files inside the chosen folder.
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_015xHQk4XeXzJpBR3HSwnoBZ
2026-10-17 21:17:31 +00:00
Claude
b19f7dec2f
Log a line whenever a save changes a project's length
...
A project length that changed on its own is hard to place; the persisted Log now says when and from what to what.
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
2026-10-17 20:28:56 +00:00
Claude
65a731584c
LoRA training: save a copy of the LoRA every N steps as name_stepN
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
2026-10-17 20:14:16 +00:00
Claude
6603f42ecb
LoRA training: pause, resume and a preview LoRA at chosen steps (backend)
...
A run can wait at a step boundary (Pause, or every N steps for a preview): its state is saved,
the LoRA so far is written as <name>_preview.safetensors, and the card is let go. Resume carries on
from the saved state under the same run. 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 20:08:01 +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
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
45b60ac874
Training captions are plain text boxes; the set has its own prefix and postfix
...
Tags from the tagger are added after a comma and the caption is never reworded.
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
2026-10-17 18:38:03 +00:00
Claude
c4adc1242d
Training takes the model file from the pipeline and loads it once itself
...
The loader node no longer runs in front of the trainer; its copy shares that one model.
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
2026-10-17 17:48:06 +00:00
Claude
58e56b96d8
LoRA training add-on starts on when its package is already installed
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
2026-10-17 17:20:38 +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
Claude
f9863700e6
Remove module ui.js support: unused by any module or the live app
...
Drops the registry lookup, manifest field, /modules route, ui.js loading in panels.js, MODULE_RULES lint, services.js, their tests and docs.
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
Claude-Session: https://claude.ai/code/session_01EymCrVCefq4m9Uv6MAkzz5
2026-10-17 13:59:18 +00:00
digital-garbage and Claude Sonnet 5.5
4fd3b94424
feat: bypass toggle in Models & Pipeline -- a node is skipped for the run, keeps its values, and refuses with a reason when it cannot be passed through
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
2026-10-17 02:19:00 +03:00
digital-garbage and Claude Sonnet 5.5
6b23db2640
feat: FunPack Timing also logs a sampler's step 1 / step 2 / later-step times
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
2026-10-17 01:35:38 +03:00
digital-garbage and Claude Sonnet 5.5
a64365c774
fix: slow-torch switch frees cuda-* pins and retries past any conflict pip names
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
2026-10-17 00:00:54 +03:00
digital-garbage and Claude Sonnet 5.5
165a9f5144
fix: a malformed optional-node table entry is logged once instead of swallowed
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
2026-10-16 02:27:30 +03:00
digital-garbage and Claude Sonnet 5.5
e48515d452
fix: skip wording is true when a node is rejected though its module loaded; swapping a slot drops its skip marker
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
2026-10-16 02:16:06 +03:00
digital-garbage and Claude Sonnet 5.5
58b6184e53
fix: the skip note no longer names Prompt markup for every skipped node
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
2026-10-16 01:56:02 +03:00
digital-garbage and Claude Sonnet 5.5
77f2552304
fix: skip notes point to Ready to generate? (Modules page cannot show a failed module); readiness no longer calls optional nodes a need
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
2026-10-16 01:43:58 +03:00
digital-garbage and Claude 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-garbage and Claude 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-garbage and Claude 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-garbage and Claude Sonnet 5.5
e0c960313d
fix: readiness points a missing FunPack node at Settings > Modules; CHANGELOG states that preset nodes are required by their preset (attacker round 25)
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
2026-10-16 00:26:02 +03:00
digital-garbage and Claude Sonnet 5.5
892a49afc2
fix: the probe reason no longer asserts 'nobody recognises it' when a detector failed (attacker round 24)
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
2026-10-16 00:00:19 +03:00
digital-garbage and Claude Sonnet 5.5
ca43f43e68
fix: a model probe whose detector raised says so instead of 'nobody recognises it'; routes and shot camera failures worded truthfully (attacker round 23)
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
2026-10-15 23:55:24 +03:00
digital-garbage and Claude Sonnet 5.5
a577ff0af3
fix: a turned-off loaded module is not called gone; route and probe provider failures said by provider, once, truthfully; expansion note names shortcuts (attacker round 22)
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
2026-10-15 23:46:54 +03:00
digital-garbage and Claude Sonnet 5.5
a931d59d93
fix: a saved turn-off for a gone module is said; provider failures in routes said once and truthfully; duplicate ids logged; a failed prompt expansion is said; taste call gated (attacker round 21)
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
2026-10-15 23:36:40 +03:00
digital-garbage and Claude 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-garbage and Claude 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-garbage and Claude Sonnet 5.5
ef35a35848
fix: import guard sees a group-level helper importing a module via ..; provider errors said once per provider; tests for both log lines (attacker round 18)
...
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com >
2026-10-15 23:08:47 +03:00
digital-garbage and Claude 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-garbage and Claude 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-garbage and Claude 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