nodes/olivv-cs-ComfyUI-FunPack
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Author SHA1 Message Date
Claude d277ebc76c Log: a console that cannot print a file name no longer fails the run that mentioned it 
A clip called in Japanese on a machine with an ASCII console raised UnicodeEncodeError out of log.info, inside Load Media.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BzJLJWVu7RZnbRqm3nYAnX
 2026-10-27 09:12:39 +00:00
Claude 3a2d64c792 Load Media: decode only the frames a prepared video keeps, and only the first frame for a picture input 
Memory now follows the prepared result, not the source file.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BzJLJWVu7RZnbRqm3nYAnX
 2026-10-27 09:11:17 +00:00
Claude f8955c2ef2 Keep ComfyUI's console on disk (Previous run in the Log window) and log memory at LoRA load and sampler start 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BzJLJWVu7RZnbRqm3nYAnX
 2026-10-27 09:03:30 +00:00
Claude f2fcaefa86 Revert "LTX direct v2v: prompt path proven, start the schedule higher by default (0.909)" 
This reverts commit 859ef99283.
 2026-10-27 08:53:24 +00:00
Claude 5a1da0ce1b Revert "LTX image-to-video: the first reference picture is the start when none is picked" 
This reverts commit e4111cf74a.
 2026-10-27 08:52:11 +00:00
Claude 4eb2ee2ee2 Revert "API client: a 200 that is not JSON is said plainly instead of failing as 'r is null'" 
This reverts commit eac7ecd582.
 2026-10-27 08:52:11 +00:00
Claude 5a2f9c5999 Revert "Direct v2v saved before the video-only flag keeps taking its video from references; render polls survive one unanswered reply; LTX project HTTP test" 
This reverts commit ed4de1e8af.
 2026-10-27 08:52:11 +00:00
Claude ed4de1e8af Direct v2v saved before the video-only flag keeps taking its video from references; render polls survive one unanswered reply; LTX project HTTP test 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BzJLJWVu7RZnbRqm3nYAnX
 2026-10-27 08:48:01 +00:00
Claude eac7ecd582 API client: a 200 that is not JSON is said plainly instead of failing as 'r is null' 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BzJLJWVu7RZnbRqm3nYAnX
 2026-10-27 08:42:42 +00:00
Claude e4111cf74a LTX image-to-video: the first reference picture is the start when none is picked 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BzJLJWVu7RZnbRqm3nYAnX
 2026-10-27 08:39:08 +00:00
Claude 859ef99283 LTX direct v2v: prompt path proven, start the schedule higher by default (0.909) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BzJLJWVu7RZnbRqm3nYAnX
 2026-10-27 08:32:10 +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 11adad2fb4 LTX direct v2v: end-to-end test (real mp4, saved-pipeline upgrade, Load Media, encode, sampler on a real tiny LTXAV) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BzJLJWVu7RZnbRqm3nYAnX
 2026-10-27 08:21:45 +00:00
Claude 702aea0f08 LTX video-in pipelines saved with the first-frame wiring are upgraded on run 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BzJLJWVu7RZnbRqm3nYAnX
 2026-10-27 08:17:30 +00:00
Claude 4ed0685dbc Video-in presets: wire the frames output statically (a wired input cannot be overridden per run) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BzJLJWVu7RZnbRqm3nYAnX
 2026-10-27 08:13:18 +00:00
Claude 1a5d9eab19 Video-to-video presets: the first video among the references is the start when none is picked 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BzJLJWVu7RZnbRqm3nYAnX
 2026-10-27 08:09:44 +00:00
Claude a9f5c9f35d VAE loader: pass the file header to the VAE (audio VAEs need their config) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BzJLJWVu7RZnbRqm3nYAnX
 2026-10-27 08:06:34 +00:00
Claude 2a119b76f7 LTX presets: separate model, video VAE, audio VAE and text encoder loaders 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BzJLJWVu7RZnbRqm3nYAnX
 2026-10-27 08:01:58 +00:00
Claude 2f5a494b0b LTX 2.3 direct Video to Video preset (encode the video, sample from part-way down the schedule) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BzJLJWVu7RZnbRqm3nYAnX
 2026-10-27 07:47:24 +00:00
Claude 36fd60c427 LTX 2.3 Video to Video preset after ComfyUI's IC-LoRA template 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BzJLJWVu7RZnbRqm3nYAnX
 2026-10-27 07:31:19 +00:00
Claude 1e70272dde Video input: on LTX a video picked as the scene start feeds its frames, not just the first one 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BzJLJWVu7RZnbRqm3nYAnX
 2026-10-27 07:29:40 +00:00
Claude a4eaabc20e Video input: prepare reference videos (size, crop, rate, skip, cut, every Nth, cap) per project or per scene 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01BzJLJWVu7RZnbRqm3nYAnX
 2026-10-27 01:04:58 +00:00
Claude 9d21739b11 Quick A/B: on the wheel as soon as it is ticked, not only after a run in this page session 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01SZzdHoWjZ83CzN8GQwBeUU
 2026-10-26 19:42:15 +00:00
Claude 677491a18d Attention explorer: prompt focus at 0.3 of the change size, new levers change less often at first 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01RnrTBt9b8CdJwub5roffF3
 2026-10-25 22:17:05 +00:00
Claude 1b0adbd45c Quick A/B: ends with the previous clip and the new one, labelled, side by side 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01SZzdHoWjZ83CzN8GQwBeUU
 2026-10-25 22:16:57 +00:00
Claude 01b8a37dff Attention explorer: prompt weighting, prompt focus, per-prompt recipes, clip regions 
Regions rescale rows of q on a copy; checked against SLA's override contract.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01RnrTBt9b8CdJwub5roffF3
 2026-10-25 22:10:19 +00:00
Claude 5a98b2ed35 Picker wheel: Quick A/B (every enhancement off, last run's seed, generates the picked scene right away, then restores) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01SZzdHoWjZ83CzN8GQwBeUU
 2026-10-25 21:54:51 +00:00
Claude 089248ea10 Attention explorer: dislikes no longer grow the change size, learned size capped at 0.35 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01RnrTBt9b8CdJwub5roffF3
 2026-10-25 21:37:21 +00:00
Claude f71407f98e Attention explorer: the log reports how many attention calls were actually changed, and warns if none 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01RnrTBt9b8CdJwub5roffF3
 2026-10-25 21:33:33 +00:00
Claude 444c65a1de Attention explorer: the log line counts rated, liked and disliked runs 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01RnrTBt9b8CdJwub5roffF3
 2026-10-25 20:57:03 +00:00
Claude 9699eeea61 Attention explorer: no cap on rated runs 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01RnrTBt9b8CdJwub5roffF3
 2026-10-25 20:52:51 +00:00
Claude 06a8c7948a Attention explorer keeps up to 200 rated runs, not 64 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01RnrTBt9b8CdJwub5roffF3
 2026-10-25 20:52:09 +00:00
Claude 71b9a1f514 A rating re-runs the same seed for every learner, not only the Attention explorer 
The taste module now fingerprints rated rows into the load node's cache key.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01RnrTBt9b8CdJwub5roffF3
 2026-10-25 20:44:59 +00:00
Claude 0fc20bbc3d Attention explorer: a rating re-runs the same seed instead of hitting ComfyUI's cache 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01RnrTBt9b8CdJwub5roffF3
 2026-10-25 20:43:03 +00:00
Claude c8e9a00c86 Save the project when the page is left, and apply the media bin's saved view once the project opens 
A reload within the autosave delay lost the edit, and the bin read its saved view before the project had loaded.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01N4wvFjWRL177UGwPSYfy9s
 2026-10-25 20:28:23 +00:00
Claude 0599bcc676 Attention explorer: change size learns from ratings, log names exact blocks moved 
Manual size stays as an option. Unchanged groups are not listed.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01RnrTBt9b8CdJwub5roffF3
 2026-10-25 20:20:38 +00:00
Claude db46828c99 Attention explorer: per-depth-group attention temperature drawn from ratings 
New sampling module, needs a Taste key. Tests on the tiny H3 fixture.

Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01RnrTBt9b8CdJwub5roffF3
 2026-10-25 20:01:23 +00:00
Claude 4b48674975 Camera enhancements wheel switch, stable Save video as name, media bin remembers view and sort 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01N4wvFjWRL177UGwPSYfy9s
 2026-10-25 17:51:44 +00:00
Claude db3be87e88 Noise merging: Second run mode, a whole second video from the second seed blended in at the named steps 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01VmbxSsiiz8wmt226dtbFXe
 2026-10-25 17:46:51 +00:00
Claude bc88ac57a7 Noise merging: Second pass new noise, how much of the step's own noise the second pass swaps for the second seed's 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01VmbxSsiiz8wmt226dtbFXe
 2026-10-25 17:29:33 +00:00
Claude e044819db0 Noise merging: optional merge of the starting noise (variance-preserving mix with a second seed) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01VmbxSsiiz8wmt226dtbFXe
 2026-10-25 17:25:06 +00:00
Claude 8d5d6a72b7 Noise merging: Merge sound too option (on by default) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01VmbxSsiiz8wmt226dtbFXe
 2026-10-25 17:10:49 +00:00
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 bc7585cddb Noise merging: merge the sound too; test that run 2 and 3 on the same cached model still make the extra pass 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01VmbxSsiiz8wmt226dtbFXe
 2026-10-25 17:00:58 +00:00
Claude f44ebc6475 Noise merging: the log line says how long the second pass took 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01VmbxSsiiz8wmt226dtbFXe
 2026-10-25 16:58:36 +00:00
Claude db291b8c4b Noise merging: end-to-end test from the app's saved settings through the pipeline route to a 4-step lcm run on the real H3 model class 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01VmbxSsiiz8wmt226dtbFXe
 2026-10-25 16:53:06 +00:00
Claude 53c632d632 Noise merging: say it is on at the start of every run, and say so when no step matched 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01VmbxSsiiz8wmt226dtbFXe
 2026-10-25 16:49:40 +00:00
Claude 5ff02e65dd Noise merging: the log says how far apart the two answers were at each merged step 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01VmbxSsiiz8wmt226dtbFXe
 2026-10-25 16:42:56 +00:00
Claude dc3c580456 Noise merging: second seed is random each run by default (-1) 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01VmbxSsiiz8wmt226dtbFXe
 2026-10-25 16:40:19 +00:00
Claude 8a241cf9be Noise merging: answer chosen steps twice with a second seed and blend the two pictures 
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01VmbxSsiiz8wmt226dtbFXe
 2026-10-25 16:35:34 +00:00