171535833a
Add Mac OS support for Apple Silicon ( #770 )
...
* Made an install script and auto updates env for mac
* GPU sensors and initial training working for MAC. Still WIP.
* Switch dataloader to single threaded until I can work around some mac pickeling issues.
* Get quantization working on mac
* Fix mac exclusive imports so they don't break other builds.
* Add mac instructions to the UI
2026-03-30 09:37:47 -06:00
54f4732c9b
Fix the bug in temporal_compression data loader ( #754 )
2026-03-25 08:16:44 -06:00
7f3309b291
Add support for audo frame count so datasets can have varrying length videos. Varous ltx 2.3 VAE optimizations such as removing tiling articacts, and doing frame split encoding to reduce vram on encoding/decoding.
2026-03-24 12:20:09 -06:00
5642b656b9
Fix audio issues with ltx2 models. Silent codec fails now raised. Auto convert surround sound audio to stereo. Invalidate old caches just to be safe so they recache now.
2026-03-23 20:08:33 +00:00
1ce2428722
Shrink text embeds to max token length for LTX-2. Drastically reduces cached text embedding sizes
2026-01-28 12:54:49 -07:00
bf2700f7be
Initial support for finetuning qwen image. Will only work with caching for now, need to add controls everywhere.
2025-08-21 16:41:17 -06:00
bb6db3d635
Added support for caching text embeddings. This is just initial support and will probably fail for some models. Still needs to be ompimized
2025-08-07 10:27:55 -06:00
77dc38a574
Some work on caching text embeddings
2025-07-26 09:22:04 -06:00
e5ed450dc7
Allow finetuning tiny autoencoder in vae trainer
2025-07-16 07:13:30 -06:00
96ba2fd129
Added methods to the dataloader to automatically generate controls for line, mask, inpainting, depth, and pose.
2025-04-09 13:35:04 -06:00
3d131fb27a
Added a file signature check on the dataset size caching system to invalidate cached dimensions if the file changes.
2025-04-01 07:39:36 -06:00
860d892214
Pixel shuffle adapter. Some bug fixes thrown in
2025-03-29 21:15:01 -06:00
b829983b16
Added ability to load video datasets and train with them
2025-03-19 09:54:26 -06:00
5e663746b8
Working multi gpu training. Still need a lot of tweaks and testing.
2025-01-25 16:46:20 -07:00
bedb8197a2
Fixed issue with sizes for some images being loaded sideways resulting in squished images.
2024-10-20 11:51:29 -06:00
0640cdf569
Handle errors in loading size database
2024-10-20 07:04:19 -06:00
af108bb964
Bug fix with dataloader. Added a flag to completly disable sampling
2024-08-12 09:19:40 -06:00
6d31c6db73
Added a fix for windows dataloader
2024-08-11 10:48:24 -06:00
22d2f6e28f
Fixed issue with grad scaling
2024-07-20 08:21:57 -06:00
58dffd43a8
Added caching to image sizes so we dont do it every time.
2024-07-15 19:07:41 -06:00
b96913d73c
Improvements to dataloader
2024-04-27 09:28:28 -06:00
5da3613e0b
Bug fixes and minor features
2024-04-25 06:14:31 -06:00
b0a0f28191
Bug fixes
2024-02-25 08:28:29 -07:00
1ae1017748
Bug fixes. added ability to use l1 loss. varous other tests and improvements
2024-01-31 06:30:54 -07:00
645b27f97a
Bug fixes with ip adapter training. Made a clip pre processor that can be trained with ip adapter to help augment the clip input to squeeze in more detail from a larget input. moved clip processing to the dataloader for speed.
2024-01-04 12:59:38 -07:00
0f8daa5612
Bug fixes, work on maing IP adapters more customizable.
2023-12-24 08:32:39 -07:00
1ee62562a4
diffirential guidance is WORKING (from what I can tell)
2023-11-07 19:24:12 -07:00
07bf7bd7de
Allow augmentations and targeting different loss types fron the config file
2023-10-18 03:04:57 -06:00
38e441a29c
allow flipping for point of interesting autocropping. allow num repeats. Fixed some bugs with new free u
2023-10-12 21:02:47 -06:00
63ceffae24
Massive speed increases and ram optimizations
2023-10-10 06:07:55 -06:00
f73402473b
Bug fixes. Added some functionality to help with private extensions
2023-10-05 07:09:34 -06:00
579650eaf8
Fixed big issue with bucketing dataloader and added random cripping to a point of interest
2023-10-02 18:31:08 -06:00
e5153d87c9
Fixed issues with dataloader bucketing. Allow using standard base image for t2i adapters.
2023-09-24 05:19:57 -06:00
181f237a7b
added flipping x and y for dataset loader
2023-09-17 08:42:54 -06:00
c698837241
Fixes to esrgan trainer. Moved logic for sd prompt embeddings out of diffusers pipeline so I can manipulate it
2023-09-16 17:41:07 -06:00
ae70200d3c
Bug fixes, speed improvements, compatability adjustments withdiffusers updates
2023-09-13 07:03:53 -06:00
d8d1e6fd1e
big fixes
2023-09-12 18:48:39 -06:00
d74dd636ee
Memory optimizations. Default to using cudamalloc when torch 2.0 for mem allocation
2023-09-12 04:30:23 -06:00
e8583860ad
Upgraded to dev for t2i on diffusers. Minor migrations to make it work.
2023-09-11 14:46:06 -06:00
34bfeba229
Massive speed increase. Added latent caching both to disk and to memory
2023-09-10 08:54:49 -06:00
41a3f63b72
allow smaller images in buckets and bucket them
2023-09-10 03:43:02 -06:00
33267e117c
Reworked bucket loader to scale buckets to pixels amounts not just minimum size. Makes the network more consistant
2023-08-30 14:52:12 -06:00
714854ee86
Hude rework to move the batch to a DTO to make it far more modular to the future ui
2023-08-29 10:22:19 -06:00
e866c75638
Built base interfaces for a DTO to handle batch infomation transports for the dataloader
2023-08-28 12:43:31 -06:00
fd338e67bb
Fixed bug with dataloader not seperating mulitple datasets
2023-08-26 18:07:24 -06:00
8105c05c12
Added bucketting capabilities to dataloader. Finally have full planned capability. noice
2023-08-26 16:36:32 -06:00
7157c316af
Added support for training lora, dreambooth, and fine tuning. Still need testing and docs
2023-08-23 15:37:00 -06:00
d298240cec
Tied in ant tested TI script
2023-08-23 13:26:28 -06:00
2e6c55c720
WIP creating textual inversion training script
2023-08-22 21:02:38 -06:00
b77b9acc0b
Added base for ultimate slider. WIP
2023-08-19 15:35:24 -06:00
Jaret Burkett
Rodrigo Reis