towsty/aigen
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172 Commits
Author SHA1 Message Date
TowstyandCursor 5fe91e6bae Show Flux and Krea as Image v2 engine cards, and run Krea on edit, compose, and refine. 
Krea image-to-image uses encode plus denoise graphs, not Klein reference latents, and still fails closed if the Krea models are missing.

Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-29 07:29:31 -05:00
TowstyandCursor ab5477c999 Keep the Klein Concept LoRA on xAIGen only. 
AIGen hides the sliders, ignores snofs strengths, and strips the SNOFS node so that file cannot be queued from the public studio.

Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-29 07:08:33 -05:00
TowstyandCursor f6663444f5 Add Krea as a second Image v2 Generate engine beside Flux. 
Generate can queue krea_v2_generate.json without sharing Klein encoders or falling back if Krea assets are missing.

Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-29 07:05:01 -05:00
TowstyandCursor be5211f488 Show generator settings in the library and restore them as input. 
Collapse tiles so prompts stay behind the info button. Use as input opens the matching Video or Image v2 mode with the saved sliders.

Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 23:38:23 -05:00
TowstyandCursor b35f9af10d Add Image v2 Generate for Klein text-to-image. 
New sibling graph and mode so T2I does not borrow Edit, Compose, or Refine. Stills are ignored; size is width x height only.

Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 22:56:33 -05:00
TowstyandCursor a2895b8054 Add Image v2 Refine for on-device regional edits. 
Mask painter and denoise strength sit beside Edit and Compose. The canned hand/chest prompt helper is gone so that text stays yours.

Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 22:03:20 -05:00
TowstyandCursor 21fe2412f9 Add Image v2 as a sibling of Image edit, with separate Klein graphs. 
Keep the v1 Image tab on its dual-branch template. The host agent follows Desktop's live port so Coolify stays on :8198.

Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 21:22:37 -05:00
TowstyandCursor 55f8cb1def Do not mark Beast offline when /system_stats times out during a render. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 20:01:05 -05:00
TowstyandCursor 5f91553b8a Start waiting image jobs after video, and add Start now on idle queue rows. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 18:16:16 -05:00
TowstyandCursor 0d8766bcb6 Import allowIdentityRefs in the studio queue and retry jobs that hit that error. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 18:04:25 -05:00
TowstyandCursor 3ed1d6aa9d Do not mark a waiting I2V complete when the image job finishes. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 17:58:28 -05:00
TowstyandCursor 382bd37a3e Start I2V when Beast is idle instead of queuing behind leftover jobs. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 17:45:32 -05:00
TowstyandCursor 2171ad3b44 Post stillId with video generate and do not queue I2V behind a phantom busy job. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 17:37:03 -05:00
TowstyandCursor 099b62edd7 Add a Scale to 1 MP toggle on image edit before Klein. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 16:36:15 -05:00
TowstyandCursor f51c3772e5 Load only the LoRAs the user picked on Klein; do not require snofs. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 16:21:32 -05:00
TowstyandCursor a2f728fe2e Flatten image edit controls and let CFG/steps be typed past the old slider caps. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 15:42:59 -05:00
TowstyandCursor f8db0d626a Add LoRA stacks with per-item strengths and named video/image generation presets so setups survive reload without mixing Klein onto MiniMax. Keep LTX Pink Cherry and xAIGen LoRAs on xAIGen, and run Recommend on Beast. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 15:24:44 -05:00
TowstyandCursor 0af3cddb14 Use the parent clip last frame and new-segment join for extensions, not the stitched file's first frame. Show this account's library storage in Settings. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 10:54:46 -05:00
TowstyandCursor fb748e9b6e Keep image jobs on the studio queue and confirm each job or library delete. Label stitch-frame slots when thumbs are hidden, and open output stills in a lightbox. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 09:04:08 -05:00
TowstyandCursor 8598dab516 Pause only the current shot batch so a new Generate can run when Beast is idle, without auto-resuming the held list. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 08:42:55 -05:00
TowstyandCursor 7d783bd97e Keep pause across Coolify restarts, apply the chosen still from the image picker, and remux clips with Range/faststart so finished video can be scrubbed. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 08:15:52 -05:00
TowstyandCursor efef409537 Pause the queue after the current clip for real, and carry global locks plus labeled permanence stills through generate and shot prompts. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 07:48:09 -05:00
TowstyandCursor 010ef6add2 Show small stitch-frame thumbs when a video collection is expanded. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-28 07:14:34 -05:00
TowstyandCursor 91948dd329 Start Sidecar Qwen VL from Recommend when the prompt enhancer is offline. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-27 22:56:29 -05:00
TowstyandCursor b2c59c3423 Nest shot scripts under Queue jobs, keep the studio from overflowing on phones, and lighten library thumbs and polling so the UI stays responsive. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-27 22:27:17 -05:00
TowstyandCursor dec1a49bef Queue more video jobs while a long shot list is generating, and restore that job from Output. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-27 22:02:41 -05:00
TowstyandCursor e3cf2f4b53 Load the real Gemma Q4_K_XL GGUF for PinkCherry DualCLIP. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-27 19:55:46 -05:00
TowstyandCursor 67519046a0 Point LTX DualCLIP at the Gemma GGUF that is actually on Beast. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-27 19:46:17 -05:00
TowstyandCursor 40cd17f35c Add MiniMax and PinkCherry LTX as pickable video engines, with still or text start. 
Shot 1 can run text-to-video; later shots still extend from the last frame. Recommend output is also normalized into shot-script cards.

Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-27 19:38:53 -05:00
TowstyandCursor 2bebeea526 Send Qwen VL sampling args so Recommend does not fail on missing top_k/top_p/min_p/repeat_penalty. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-27 17:17:51 -05:00
TowstyandCursor df5ac24622 Add sidecar Qwen VL prompt recommend, fix queued shot bursts, and leave unused MiniMax identity slots empty. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-27 17:04:43 -05:00
TowstyandCursor 73c4356e08 Keep remaining multi-shot clips on a Queue page so prompts can be edited between shots, with process-next or overnight run-all. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-27 14:52:03 -05:00
TowstyandCursor e715c77605 Re-hide image-edit output on click-away when Hide output preview is on, matching video. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-27 10:02:31 -05:00
TowstyandCursor 860aeafb1e Keep uploaded stills in the input picker and generated work in the library, and run image-edit passes as a chain like video extensions. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-27 09:58:08 -05:00
TowstyandCursor f88dfa1146 Drop the unused Klein branch from image-edit prompts and show the real Comfy error. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-27 09:20:34 -05:00
TowstyandCursor 13ecec949c Run image edit on Beast with Flux.2 Klein and stop routing jobs to Sidecar. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-27 09:06:50 -05:00
TowstyandCursor 6fec10febd Keep queued extension chains running after refresh instead of saving the first clip as final. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-27 08:42:12 -05:00
TowstyandCursor 72f4909815 Purge identity refs from desktop Comfy and keep them in the server stills library. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-27 08:12:54 -05:00
TowstyandCursor 1466762af4 Reattach Comfy watchers after refresh so pending jobs finish and save. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-27 08:09:20 -05:00
TowstyandCursor d540b8c283 Always prepend the Comfy identity prefix and keep refs on every shot. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-27 07:19:56 -05:00
TowstyandCursor 4840b2719d Match V2 turbo to the local graph: FL2VA models and 6 lightning steps. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-26 23:31:05 -05:00
TowstyandCursor 3c3652791f Keep V2 identity on the FL2VA UNet and turbo LoRA that Beast has. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-26 23:26:33 -05:00
TowstyandCursor 054c07ae03 Fix V2 identity queue validation by filling unused ref slots. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-26 23:18:45 -05:00
TowstyandCursor d280985553 Send V2 identity prompts to Reference to Video instead of Image to Video. 
Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-26 23:08:43 -05:00
TowstyandCursor e334cb7a7a Move library collections as a group and map v2 identity refs. 
Collapsed collection actions now move, rename, delete, and rerun every part so chains stay together. Identity mode follows the v2u3 Ref2VA picture wiring.

Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-26 22:56:37 -05:00
TowstyandCursor f54e8da857 Let image edit run while video Comfy is busy. 
Split video/edit job state so the sidecar can edit concurrently, and hide v2 identity-ref thumbnails when the input still is hidden.

Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-26 14:44:56 -05:00
TowstyandCursor c55a48a57e Ship MiniMax v2 identity refs and Qwen sidecar edits. 
Keep v1 as the default video graph, relay image edits to the Qwen Lightning box, and keep /api/health up if one Comfy host is unset.

Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-26 14:29:15 -05:00
TowstyandCursor 551c29a62a Stop ghost extension clips and recover last-frame extract after an interrupt. 
Only one Comfy finish path can save a clip, hide catalog entries whose MP4 is missing, and retry last-frame extract so a truncated file does not dump FFmpeg noise into the UI.

Co-authored-by: Cursor <cursoragent@cursor.com>
 2026-08-26 11:34:44 -05:00
towsty db8c9aabba Group extension chains in the library and add shot-script queues. 
Keep every saved segment, show the longest clip with an expand list, branch on extend, and parse shot 2/3 blocks into a shared-duration queue with live part status.
 2026-08-26 08:03:41 -05:00
towsty d78c3fee7d Keep extension chains alive and save each finished segment. 
The overall bar made a long queue look stuck at ~9% during the first clip, and nothing was written until the last step. Save checkpoints, use per-step progress, and stop treating a short Comfy history lag as a dropped job.
 2026-08-26 02:21:55 -05:00