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

..

tests

LoRA training: our own loop for H3, and a Log that survives a crash

2026-10-17 19:57:06 +00:00

__init__.py

core: serve the app, with the module allowlist as the wall

2026-08-28 14:18:55 +03:00

addons.py

LoRA training add-on starts on when its package is already installed

2026-10-17 17:20:38 +00:00

backend_log.py

fix: log reads ComfyUI's own output; Taste key field visible, chip beside Generate, honest not-taught reason; splitters stop above timeline

2026-10-06 06:39:44 +03:00

chain.py

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)

2026-10-03 02:59:57 +03:00

comfy_types.py

feat: added or wired-in model patches join the chain (removing one already rejoins it); dynamic dropdowns draw and send the fields each choice brings

2026-10-10 01:19:16 +03:00

config.py

LoRA training: our own loop for H3, and a Log that survives a crash

2026-10-17 19:57:06 +00:00

contract.py

Remove module ui.js support: unused by any module or the live app

2026-10-17 13:59:18 +00:00

control.py

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)

2026-10-15 23:46:54 +03:00

dit_hooks.py

fix: a failing target_rows provider is said, once; separate once-keys for the two modifier nodes; spam-guard test (attacker round 20)

2026-10-15 23:24:53 +03:00

graph.py

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

2026-10-17 02:19:00 +03:00

input_steer.py

fix: shot memory blends a CPU-stored shot into GPU noise; learners also capture on the last step; multi-call clears the capture

2026-10-02 09:59:09 +03:00

log.py

LoRA training: our own loop for H3, and a Log that survives a crash

2026-10-17 19:57:06 +00:00

media.py

fix: a removed scene's result says where it went; Inspector follows text edited elsewhere; own renders import past the upload limit; xformers warning only when it is on

2026-10-06 03:13:05 +03:00

node_timing.py

feat: FunPack Timing also logs a sampler's step 1 / step 2 / later-step times

2026-10-17 01:35:38 +03:00

nodes_manager.py

fix: server messages name the right Settings pages; effect, add-on, shot camera, LoRA, VAE, erase and SLA hints say what they do

2026-10-15 13:08:08 +03:00

nodes.py

core: a node's inputs as a form, and a dev server that has nodes at all

2026-08-30 05:00:29 +03:00

patching.py

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

2026-10-03 11:21:54 +03:00

probe.py

fix: the probe reason no longer asserts 'nobody recognises it' when a detector failed (attacker round 24)

2026-10-16 00:00:19 +03:00

projects.py

fix: Auto Montage pieces are their own reused units (Generate no longer doubles the clip they copy; deleting the original no longer scrambles them); pieces round down to the frame grid; honest title and hint

2026-10-15 13:51:29 +03:00

prompt_build.py

feat: prompt templates and editor settings persist with the project, shortcut revolver (peek vs commit), shortcut ideas stats

2026-10-02 14:56:23 +03:00

rated_dial.py

fix: learners teach only from pushes that were felt, per setup; sla counter ignores throwaway calls; camera frame change; shot memory amount 0

2026-10-02 09:44:24 +03:00

readiness.py

fix: skip wording is true when a node is rejected though its module loaded; swapping a slot drops its skip marker

2026-10-16 02:16:06 +03:00

registry.py

Remove module ui.js support: unused by any module or the live app

2026-10-17 13:59:18 +00:00

relations.py

log: a severity, a source, and a message

2026-08-29 17:09:33 +03:00

restart.py

core, app: FunPack updates itself again

2026-09-06 13:46:26 +03:00

routes.py

Remove module ui.js support: unused by any module or the live app

2026-10-17 13:59:18 +00:00

run.py

contract: a colour type, and which run this is

2026-08-29 17:29:38 +03:00

schema.py

Remove module ui.js support: unused by any module or the live app

2026-10-17 13:59:18 +00:00

serve.py

core: cache fonts, keep everything else uncached

2026-08-28 14:52:22 +03:00

settings_card.py

fix: settings card export -- round 5 found unwrapped head titles cost real CPU

2026-09-15 22:15:57 +03:00

shortcuts.py

fix: ratings set the odds (each like up, each dislike down, a run of dislikes much more); a redraw never commits mid-swap

2026-10-10 00:13:50 +03:00

story.py

fix: Story box -- stale draft, Generate waits for an in-flight split and refuses a failed one, empty story applies, cut word refused if a scene already holds it

2026-10-02 11:47:10 +03:00

streams.py

fix: LTX — tiled decode asked the way comfy asks it, picture found for ALG/DynaShift/guidance (shared av_video_stream), odd sizes said

2026-10-03 10:30:37 +03:00

suggestions.py

fix: montage pieces do not feed Shortcut Ideas habits; tiny clips are not montage material; truthful Update, blend, key and erase hints

2026-10-15 14:25:21 +03:00

sysinfo.py

app, core: Settings matches v4 -- retractable rail, fixed frame, real About

2026-09-07 13:47:18 +03:00

temp_files.py

core, app: where a file went when it did not land in the bin

2026-09-06 14:22:41 +03:00

torch_swap.py

fix: slow-torch switch frees cuda-* pins and retries past any conflict pip names

2026-10-17 00:00:54 +03:00

traits.py

log: one function for "it loaded and then broke", said in six places

2026-08-29 23:21:23 +03:00

update.py

feat: spaCy and NVIDIA RTX Super Resolution are opt-in add-ons; upscale gains an RTX engine; "resolution source" is now "aspect ratio source"

2026-10-14 22:20:35 +03:00

vae_tiles.py

fix: LTX — tiled decode asked the way comfy asks it, picture found for ALG/DynaShift/guidance (shared av_video_stream), odd sizes said

2026-10-03 10:30:37 +03:00

widgets.py

feat: the model loader's fields read in order: file, storage, attention, then SLA as its choices narrow it

2026-10-10 01:40:01 +03:00

workflow_import.py

fix(import): bypassed/muted subgraphs, primitives through reroutes, one control to every node of a kind, no binding to a lookalike, scoped Set/Get, widget alignment from the export, 400 on bad shape

2026-10-04 12:35:22 +03:00