Jaret Burkett
66f7c06742
Patch away the qwen3vl conv3d that only has slow bf16 kernels
2026-06-17 14:29:20 -06:00
Jaret Burkett
92814f9e6d
Apply ideogram dynamic shifting to sampling
2026-06-16 18:52:16 -06:00
Jaret Burkett
178eb5fbbe
Add unconditional lora support so Ideogram 4 inference will more closely resemble the full pipeline results. I pushed a finetuned unconditional lora to the hub as an adapter.
2026-06-16 13:27:43 -06:00
Jaret Burkett
f6c0104f25
Handle unconditional conditioning for ideogram 4 more in line with example code.
2026-06-16 10:23:08 -06:00
Jaret Burkett
86b19589a0
Update the Ideogram 4 prompt generation/parsing/ui to handle the updated format notes better.
2026-06-16 09:44:38 -06:00
Jaret Burkett
fcccc0fbd2
Add gradient checkpointing to ideogram4 vae
2026-06-15 10:00:40 -06:00
Jaret Burkett
c730d64478
Added a flag to keep loading the image when latents are cached. Useful for DFE and other methods that target pixelspace losses.
2026-06-15 05:31:48 -06:00
Jaret Burkett
faa770fc79
Another docker thing?
2026-06-14 12:27:05 -06:00
Jaret Burkett
570c806924
Mode docker build work
2026-06-14 12:24:55 -06:00
Jaret Burkett
ebbb09230b
Add requirements base to docker build
2026-06-14 12:21:28 -06:00
Jaret Burkett
5df3fb69e3
Rework Docker image for a minimal build/pull/push footprint
2026-06-14 12:19:58 -06:00
Jaret Burkett
c0d600b5d6
Allow using flash backend for ideogram
2026-06-13 15:17:20 -06:00
Jaret Burkett
c8cd78b1a4
Allow nested transformer block names for quantization, lora targeting, quantizing
2026-06-13 14:33:16 -06:00
Jaret Burkett
17c9279828
Version bump
2026-06-13 09:48:26 -06:00
Jaret Burkett
6c3b82696e
Add support for PRX Pixel T2I
2026-06-13 09:47:53 -06:00
Jaret Burkett
a01c83073a
Added an example model with docs so people and agents can add models easier.
2026-06-13 08:17:06 -06:00
Jaret Burkett
2f91db8363
Defauly to compiling full graph to false
2026-06-13 07:28:51 -06:00
Jaret Burkett
0165fb2ac6
Update npm packages
2026-06-12 17:50:47 -06:00
Jaret Burkett
c90c400716
Add Ustris Cloud info to the README
2026-06-12 12:53:47 -06:00
Jaret Burkett
43b22b91ee
Add a triton check on compile
2026-06-12 12:26:16 -06:00
Jaret Burkett
10e50d5797
Fix issue with casting unet after compilation
2026-06-12 12:16:51 -06:00
Jaret Burkett
d83f7dd4d9
Fix a few issues with compile. Changed defaults. Future proofed block layer compile.
2026-06-12 11:43:43 -06:00
Jaret Burkett
a5558ae7d9
Add compile to the actual right config section.
2026-06-12 11:12:41 -06:00
Jaret Burkett
c09b228a35
Add model compiling to the ui
2026-06-12 11:02:10 -06:00
Jaret Burkett
0f580f0663
Add compiling option for captioning. Added progress bar for captioning on active job widget. Track steps on caption. Added reverse proxy iframe that plugins can use to add ui functionality.
2026-06-12 10:26:52 -06:00
Jaret Burkett
3fd14f3805
Change suporters view to an auto updating SVG file so the README doesnt need to be updated constantly.
2026-06-12 09:48:50 -06:00
Jaret Burkett
9cf34f945c
Allow multi selecting jobs and deleting them in one go
2026-06-12 08:01:56 -06:00
Jaret Burkett
55ce6570f2
Automagic 3 rework. Stable in my testing.
2026-06-12 07:52:44 -06:00
Jaret Burkett
88127557f5
Comment out logging supression that was keeping weight loadings from being shown with transformers library
2026-06-11 07:53:41 -06:00
Jaret Burkett
01b6a9806b
Another complete rework of automagic3. Added a decay to the LR spread to the mean to prevent LRs fighting with eachother
2026-06-09 12:08:45 -06:00
Jaret Burkett
9e99d3ce5d
Save loss graph view settings per page to local storage.
2026-06-09 07:29:51 -06:00
Jaret Burkett
acb1548722
Updated the comments and doc for Automagic v3
2026-06-09 07:05:48 -06:00
Jaret Burkett
a1ac6e8b01
Reworked automagic v3 again. Seems more stable. Still testing.
2026-06-08 22:03:54 -06:00
Jaret Burkett
5d6887fd98
Major updates to automagic3 optimizer. Seems to be functioning more ideally and naturally decays, as it should.
2026-06-08 14:09:02 -06:00
Jaret Burkett
0d018db689
Rework the toggles so we can hide the trend line from the loss graph. No need for a raw toggle either.
2026-06-08 13:56:37 -06:00
Jaret Burkett
cac3815b2c
Make DOP run in a single backward pass, should be faster and more stable. Show dop loss on ui
2026-06-08 13:55:47 -06:00
Jaret Burkett
687def6f7a
Add better smoothing with ema rounding of the ends of the loss graph for first and last instance do not dominate the smoothing factors.
2026-06-08 10:43:46 -06:00
Jaret Burkett
d7f8887bbf
Show all logged metrics on the loss graph
2026-06-08 09:43:03 -06:00
Jaret Burkett
e281df70dd
Allow automagic3 to run unfused. Add some clipping.
2026-06-08 08:59:06 -06:00
Jaret Burkett
c9cdbb5bb7
Version bump
2026-06-07 16:08:11 -06:00
Jaret Burkett
c78b1404e3
Deepen offload prefetch pipeline with per-slot events
...
Replace the 2-slot ping-pong + single global "compute-started" event
with a depth-N ring buffer where each transfer waits only on the slot
it's reusing (D layers back) instead of the most-recent compute. Applies
to forward and backward, Linear and Conv. Depth is tunable via
AI_TOOLKIT_OFFLOAD_DEPTH (default 4).
Bit-exact vs non-offload (output, grad_input, weight grads). No speedup
on a bandwidth-bound PCIe link (already saturated at depth 2), but the
cleaner per-slot design removes the fragile shared-event serialization
and lets deeper prefetch help on faster buses.
2026-06-07 16:07:13 -06:00
Jaret Burkett
cdff6e36aa
Pin inner stores of torachao to speed up layer offloading for quantized models around 25%
2026-06-07 15:52:01 -06:00
Jaret Burkett
75781fb5a5
Fix float8 weights not offloading to CPU in layer offloading
2026-06-07 15:36:17 -06:00
Jaret Burkett
35588726de
Fixed issue where a buffer was stuck on cpu when offloading ideogram4
2026-06-07 13:31:03 -06:00
Jaret Burkett
1dc9a797cf
Added Automagic v3
2026-06-07 12:06:42 -06:00
Jaret Burkett
82190b41e6
Fix bug where EMA was not being initialized even when setup in the config. EMA will now properly be setup and used.
2026-06-07 11:11:49 -06:00
Jaret Burkett
8968e41234
Set ideogram to use new loke saving format
2026-06-07 09:49:57 -06:00
Jaret Burkett
fa0dca288d
Version bump
2026-06-06 10:24:31 -06:00
Jaret Burkett
41157b460c
Added ability to set the caption extention in dataset viewer, captioner, and trainer so one dataset can have multiple caption styles in different files with different extensions. Added dataset caption template for a blank ideogram 4 formatted template.
2026-06-06 08:32:24 -06:00
Jaret Burkett
10cdeb394e
Version bump
2026-06-05 14:09:46 -06:00
Jaret Burkett
21a6beb194
Allow editing the boxes visually on the sample section for ideogram
2026-06-05 14:09:18 -06:00
Jaret Burkett
4441080c05
Rework the ui of ideogram dataset image caption editor
2026-06-05 13:20:58 -06:00
Jaret Burkett
b70083a74f
Fix issue with default sampels.
2026-06-05 12:33:42 -06:00
Jaret Burkett
c994398850
Rework prompts and captioning systems for ideogram to more strictly match the format provided by ideogram.
2026-06-05 11:14:36 -06:00
Jaret Burkett
6fd2253932
Imporved editing boxed on the dataset viewer
2026-06-05 10:30:06 -06:00
Jaret Burkett
ef12260b80
Add a prompt upsample ui for upsampling prompts to ideogram format prompts.
2026-06-05 09:56:02 -06:00
Jaret Burkett
90a2084f70
Allow adjusting, adding, and deleting bounding boxes.
2026-06-04 20:29:31 -06:00
Jaret Burkett
bb60f6d1d1
Show bounding boxes on the sample image card if we have them in the prompt
2026-06-04 15:59:02 -06:00
Jaret Burkett
edcc7415d1
Added an autocaptioner for Ideogram 4 captions
2026-06-04 13:04:23 -06:00
Jaret Burkett
6a8d9333b6
Improved the prompt handeling of ideogram4 model. Now used advanced prompts class to store them smaller and allow longer prompts
2026-06-04 13:00:23 -06:00
Jaret Burkett
2ddc2e1318
Update the default Ideogram 4 prompts to work significantly better.
2026-06-04 10:32:05 -06:00
Jaret Burkett
63b3181262
Added experimental support for Ideogram 4
2026-06-04 09:03:00 -06:00
Jaret Burkett
b5f21ae695
Fixed issue where the training type dropdown in the ui was not showing fully
2026-06-03 10:14:15 -06:00
Jaret Burkett
d9f26c2f87
Add gradient checkpointing to tipsv2 heads
2026-06-01 05:00:15 -06:00
Jaret Burkett
bd468727a6
Fixed issue where some image cards in samples and datasets would show gray instead of the image until you scroll.
2026-06-01 03:36:32 -06:00
Jaret Burkett
f5446c0d5f
Version bump
2026-06-01 02:16:47 -06:00
Jaret Burkett
e5439509b5
Added pure lpips dfe
2026-05-31 11:52:03 -06:00
Jaret Burkett
212cfe998a
Add ability to download or delete the optimizer state from the ui
2026-05-29 08:56:22 -06:00
Jaret Burkett
5e84bf0d0b
Fixed issue with hidream-01 that could cause a weird nan state. Took forever to track down as it was 1 in 10 starts.
2026-05-28 12:48:24 -06:00
Jaret Burkett
87bac27513
Fixed issue with new bucket scaler
2026-05-28 11:34:16 -06:00
Jaret Burkett
30886b8f92
Added a wallet indicator for Ostris Cloud
2026-05-28 11:09:51 -06:00
Jaret Burkett
3e86d81fc6
Adjust bucket sizes to achieve maximum pixels without going over.
2026-05-28 09:36:17 -06:00
Jaret Burkett
ef57c1077c
Change z image divisibility
2026-05-28 09:09:36 -06:00
Jaret Burkett
15082cfb8a
Round buckets for divisibility instead of always rounding down.
2026-05-28 09:08:21 -06:00
Jaret Burkett
c9264bdd0b
Reworked the bucketing system to precisly match model specific divisibility. The old SDXL bucket sizes needed to go.
2026-05-28 08:35:58 -06:00
Jaret Burkett
68e9b38220
Add ability to trigger a save from the ui which whill make the trainer save on the next step
2026-05-26 08:38:49 -06:00
Jaret Burkett
2aa60e4ca5
Update default agreement threshold for automagic v2 to be 0.5
2026-05-26 07:57:54 -06:00
Jaret Burkett
76c99da4e4
Add version to the ui
2026-05-26 07:30:09 -06:00
Jaret Burkett
266956068a
Add a way to delete checkpoints on the ui
2026-05-26 07:09:21 -06:00
Jaret Burkett
954c5efec8
Show job info on sidebar active job in ui
2026-05-25 11:07:29 -06:00
Jaret Burkett
083236a2a7
Drastically improve the loading speed of images in the ui by using a custom loader and abort controller to abort when images leave the view.
2026-05-25 10:04:25 -06:00
Jaret Burkett
7354def271
Added decode latent method to qwen image model
2026-05-25 10:02:09 -06:00
Jaret Burkett
3d836ac371
Show active jobs in the sidebar of the ui
2026-05-25 08:21:42 -06:00
Jaret Burkett
a798e06dd2
Updated the support button to look more like a button
2026-05-25 07:48:04 -06:00
Jaret Burkett
8042cbe9d2
Added virtulization for sample images to handle huge number of samples more efficientyly.
2026-05-25 07:22:24 -06:00
Jaret Burkett
fbac1cb7f5
Dont force flash attention on hidream 01. Causes random issues and is slower.
2026-05-24 16:05:22 -06:00
Jaret Burkett
307ff11bc5
Drastically improved the performance of the dataset viewer on large datasets by switching to virtualization. Fixed issue with images loading when they have two periods in a row ..
2026-05-24 15:13:55 -06:00
Jaret Burkett
c6a7e81a70
Added a dataset image viewer. Fixed an issue where captions would show as not saved when they were saved.
2026-05-24 14:31:06 -06:00
Jaret Burkett
12304e170f
Added some experimental loss targets
2026-05-24 14:13:23 -06:00
Jaret Burkett
644a6f9246
Fix device casting for zimage in some instances
2026-05-23 10:37:33 -06:00
Jaret Burkett
c6ecc03ccd
Fixed saving full model of z_image l2p for finetuning
2026-05-23 07:36:24 -06:00
Jaret Burkett
6102370df9
Add support for ZImage L2P
2026-05-22 14:58:28 -06:00
Jaret Burkett
6fc08a8928
Fix issue with saving images from new sample viewer
2026-05-22 11:58:32 -06:00
Jaret Burkett
5579837c3f
Add hidream o1 to the readme
2026-05-21 07:56:54 -06:00
Jaret Burkett
aecd554128
Add sapiens2 matting as a mask generator. Begin transition to model paths and model folders.
2026-05-20 08:56:16 -06:00
Jaret Burkett
15d4fb89ff
Fixed overflow issue on modal
2026-05-19 10:12:43 -06:00
Jaret Burkett
df851b3497
Made the UI mobile friendly, finally...
2026-05-19 09:27:36 -06:00
Jaret Burkett
6ecaf679dc
Add ability to run small scripts from the ui and added a merge lora script
2026-05-18 14:33:47 -06:00
Jaret Burkett
ec58dcde92
Add better gradient checkpointing to dfes
2026-05-18 09:25:23 -06:00
Jaret Burkett
b42acb988f
Remove future steps from loss log if resuming from an earlier step
2026-05-18 09:23:55 -06:00
Jaret Burkett