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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 b0afaab8db Training loads the model and copies its inputs outside inference mode 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
 2026-10-17 18:33:26 +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 50ed30dfc7 Rated results are listed only when their file is still on this machine 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
 2026-10-17 18:21:56 +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 1dfb4c5f09 Training logs the shape of the first latent and text 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
 2026-10-17 18:07:58 +00:00
Claude e715eeb5eb Training logs the card after each stage of the trainer's setup 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
 2026-10-17 18:02:39 +00:00
Claude c3a40be163 fix: Save Video falls back to the CPU when the GPU encoder will not open, in gpu mode too, and says why 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_019Q78Fcj3Wf9gZpbXmSAUuW
 2026-10-17 17:59:13 +00:00
Claude e583a3c5cf Training reports what the card holds before and after freeing it 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
 2026-10-17 17:56:22 +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 193822cf25 Training copies a dynamic-VRAM model as a plain one so only one model sits on the card 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
 2026-10-17 17:43:34 +00:00
Claude e3e8d1276b Training frees the VAEs, text encoder and other models before the trainer copies the model 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
 2026-10-17 17:37:46 +00:00
Claude 6c98e041b1 More space around the title and inside field groups 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
 2026-10-17 17:36:08 +00:00
Claude 2100120381 More room between fields in the Training settings groups 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
 2026-10-17 17:35:25 +00:00
Claude d3a76a09f3 More settings in the Training window stays open while options change 
Collapsible gains onToggle so a redraw keeps its open state.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
 2026-10-17 17:34:32 +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 81d9f0be23 Training: SD-style tiny run tested, refusals reach the window, waiting hint 
Picture models proven on a tiny UNet (one shape and mixed shapes). Light theme checked.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
 2026-10-17 15:58:24 +00:00
Claude cfb55eff45 Training: choose which prompt parts become captions (prefix, main, postfix, variables) 
Variables expand when ticked, stay as written otherwise.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
 2026-10-17 15:55:24 +00:00
Claude a3c87a3b5c Training: rated results bring their prompts as captions (optional) 
Shortcuts expanded; variables, prefixes and postfixes left out. A switch in the Data step turns it off.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
 2026-10-17 15:53:04 +00:00
Claude 7dfbcf3c1b Training window: data, tags, train and results steps; docs and changelog 
Built only from kit elements. UNTESTED on real models or GPUs; backend proven on tiny stand-ins on CPU.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
 2026-10-17 15:18:38 +00:00
Claude e638a06b13 UI kit: captioned.cell and captioned.side (preview with its tag editor) 
A picture or clip with its caption in one card, for tagging training data.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
 2026-10-17 15:07:33 +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 355951c9b1 UI kit: chart.line, tags.editor and tags.cloud elements 
Needed by the LoRA training window (loss graph, tag editing, tag frequencies).
Demos, behaviour tests and kit reference included.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MpnF7GwNGMbngU11wjym7P
 2026-10-17 14:40:39 +00:00
Claude a23700df54 Docs: features reach the page through app.dom; new kit elements; feature lint rules 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0155S2Ye8BRUakV7GHAsmYWu
 2026-10-17 14:26:44 +00:00
Claude 6b61c16bc8 Merge origin/dev (module ui.js removed) into the feature-lint work 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0155S2Ye8BRUakV7GHAsmYWu
 2026-10-17 14:26:04 +00:00
Claude 4916af2bcd UI: tests for app.dom, stage, cover, look, tiles; feature rule fixtures 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0155S2Ye8BRUakV7GHAsmYWu
 2026-10-17 14:25:18 +00:00
Claude 908feac364 UI: every feature builds from the kit and reaches the page through app.dom; kit gains stage, cover, corner, look 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0155S2Ye8BRUakV7GHAsmYWu
 2026-10-17 14:19:46 +00:00
Claude 326366c425 UI: feature lint rule, app.dom service, kit tiles/cards/grid/hero; move simple features onto them 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0155S2Ye8BRUakV7GHAsmYWu
 2026-10-17 14:10:17 +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
Claude 51c87d85c0 Docs: tiny test models are real classes with random weights, not trained models 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_0155S2Ye8BRUakV7GHAsmYWu
 2026-10-17 13:57:27 +00:00
Claude 8b07537652 Docs: module ui.js is deliberately not loaded by the app 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EymCrVCefq4m9Uv6MAkzz5
 2026-10-17 13:45:11 +00:00
Claude 0dbab225b3 Fix catalogue import of missing shell/layout.js and undefined --bg 
modules.html catalogue now builds the real frame; teal Render button text uses --on-accent.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EymCrVCefq4m9Uv6MAkzz5
 2026-10-17 13:41:39 +00:00
Claude 311fac6551 Merge developer docs 2026-10-17 13:38:56 +00:00
Claude bf2418978a Add developer docs for modules and UI 
Architecture, module guide and reference, UI feature guide, design guidelines, kit reference and testing.
Linked from the README Documentation section.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CCBUAC45JoSSgtjsRiSVnX
 2026-10-17 13:37:26 +00:00
digital-garbageandClaude Sonnet 5.5 eeaf72ba31 fix: the fp32-over-bf16 warning says it runs slowly 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-17 03:21:20 +03:00
digital-garbageandClaude Sonnet 5.5 ad6d6b54e6 fix: plainer loader warning for fp32 compute over bf16 weights 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-17 03:20:57 +03:00
digital-garbageandClaude Sonnet 5.5 69eaa15ce0 fix: the fp32-over-bf16 loader note no longer claims it does not run 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-17 03:20:01 +03:00
digital-garbageandClaude Sonnet 5.5 4549ffc2b3 feat: Diffusion Model Loader says when fp32 compute is picked over bf16 weights 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-17 03:19:36 +03:00
digital-garbageandClaude Sonnet 5.5 6bcd929771 fix: Save Video drops NaN/Inf audio with a warning and still saves the video 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-17 03:18:53 +03:00
digital-garbageandClaude Sonnet 5.5 335e7298b7 feat: Disable all enhancements and Fix the seed start off the wheel; tick them in Editor settings to add them 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-17 03:09:50 +03:00
digital-garbageandClaude Sonnet 5.5 298d43c89e feat: quick wheel gets Disable all enhancements and Fix the seed (with a notice); the cross closes the wheel; long labels wrap inside the ring 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-17 03:08:34 +03:00
digital-garbageandClaude 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-garbageandClaude Sonnet 5.5 4852d50609 fix: Shot Camera only reports 'changed' when it will rewrite, so the H3 prompt/reference encode (~7s) is cached between runs 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-17 01:53:46 +03:00
digital-garbageandClaude Sonnet 5.5 8359ec7e83 feat: FunPack Timing splits the time before step 1 into model preparation, setup and the first forward pass 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-17 01:43:41 +03:00
digital-garbageandClaude 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-garbageandClaude Sonnet 5.5 03d902e208 fix: taste direction works on the CPU, so Taste prompt nudge / score slider no longer die on a cuda-vs-cpu mismatch 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-17 01:11:50 +03:00
digital-garbageandClaude Sonnet 5.5 388ca59428 fix: text-only H3 runs no longer need the preset's blank_like; any pipeline with a resizer slot gets the stand-in 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-17 00:03:04 +03:00
digital-garbageandClaude 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
DigitalGarbage b6a5160deb fix: corrected list of experimental/proven features to match what was tested 2026-10-16 04:47:49 +03:00
digital-garbageandClaude Sonnet 5.5 dbb701d886 docs: Thank you names the code FunPack ported or vendored, and drops 4.x names 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
 2026-10-16 03:13:34 +03:00