Jaret Burkett
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03bc431279
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Fixed an issue training lumina 2
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2025-06-24 10:29:47 -06:00 |
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Jaret Burkett
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f3eb1dff42
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Add a config flag to trigger fast image size db builder. Add config flag to set unconditional prompt for guidance loss
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2025-06-24 08:51:29 -06:00 |
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Jaret Burkett
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ba1274d99e
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Added a guidance burning loss. Modified DFE to work with new model. Bug fixes
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2025-06-23 08:38:27 -06:00 |
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Jaret Burkett
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8602470952
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Updated diffusion feature extractor
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2025-06-19 15:36:10 -06:00 |
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Jaret Burkett
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989ebfaa11
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Added a basic torch profiler that can be used in config during development to find some obvious issues.
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2025-06-17 13:03:39 -06:00 |
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Jaret Burkett
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1cc663a664
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Performance optimizations for pre processing the batch
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2025-06-17 07:37:41 -06:00 |
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Jaret Burkett
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1c2b7298dd
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More work on mean flow loss. Moved it to an adapter. Still not functioning properly though.
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2025-06-16 07:17:35 -06:00 |
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Jaret Burkett
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c0314ba325
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Fixed some issues with training mean flow algo. Still testing WIP
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2025-06-16 07:14:59 -06:00 |
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Jaret Burkett
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fc83eb7691
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WIP on mean flow loss. Still a WIP.
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2025-06-12 08:00:51 -06:00 |
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Hameer Abbasi
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5e86139e0a
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Fix NameError.
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2025-06-11 15:07:20 +02:00 |
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Hameer Abbasi
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c5d6b74fea
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Fix caption loading.
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2025-06-11 15:05:31 +02:00 |
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Jaret Burkett
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97e101522c
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Increase ema feedback amount. Normalize the dfe 4 image embeds
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2025-06-10 08:01:13 -06:00 |
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Jaret Burkett
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eefa93f16e
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Various code to support experiments.
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2025-06-09 11:19:21 -06:00 |
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Jaret Burkett
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22cdfadab6
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Added new timestep weighing strategy
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2025-06-04 01:16:02 -06:00 |
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Jaret Burkett
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adc31ec77d
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Small updates and bug fixes for various things
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2025-06-03 20:08:35 -06:00 |
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Jaret Burkett
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b6d25fcd10
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Improvements to vae trainer. Adjust denoise prediction of DFE v3
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2025-05-30 12:06:47 -06:00 |
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Jaret Burkett
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79499fa795
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Allow fine tuning pruned versions of chroma. Allow flash attention 2 for chroma if it is installed.
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2025-05-21 07:02:50 -06:00 |
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Jaret Burkett
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48e11cf843
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Fallback unwrapping logic if fails
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2025-05-21 03:10:33 -06:00 |
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Jaret Burkett
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fca7fd6c38
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Merge branch 'main' of github.com:ostris/ai-toolkit
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2025-05-21 02:20:06 -06:00 |
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Jaret Burkett
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e5181d23cd
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Added some experimental training techniques. Ignore for now. Still in testing.
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2025-05-21 02:19:54 -06:00 |
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Jaret Burkett
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4f896c0d8a
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Fixed issue where sampling fails if doing a full finetune for some models
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2025-05-17 19:37:55 +00:00 |
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Jaret Burkett
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1210050ead
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Reworked control generator. It is now significantly faster. Also uses better pose model with better license.
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2025-05-08 14:35:55 -06:00 |
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Jaret Burkett
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43cb5603ad
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Added chroma model to the ui. Added logic to easily pull latest, use local, or use a specific version of chroma. Allow ustom name or path in the ui for custom models
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2025-05-07 12:06:30 -06:00 |
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Jaret Burkett
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d9700bdb99
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Added initial support for f-lite model
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2025-05-01 11:15:18 -06:00 |
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Jaret Burkett
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5890e67a46
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Various bug fixes
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2025-04-29 09:30:33 -06:00 |
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Jaret Burkett
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2b4c525489
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Reworked automagic optimizer and did more testing. Starting to really like it. Working well.
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2025-04-28 08:01:10 -06:00 |
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Jaret Burkett
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88b3fbae37
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Various experiments and minor bug fixes for edge cases
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2025-04-25 13:44:38 -06:00 |
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Jaret Burkett
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12e3095d8a
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Fixed issue with saving base model version
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2025-04-19 14:34:01 -06:00 |
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Jaret Burkett
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77001ee77f
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Upodate model tag on loras
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2025-04-19 10:41:27 -06:00 |
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Jaret Burkett
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d455e76c4f
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Cleanup
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2025-04-18 11:44:49 -06:00 |
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Jaret Burkett
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bfe29e2151
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Removed all submodules. Submodule free now, yay.
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2025-04-18 10:39:15 -06:00 |
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Jaret Burkett
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5f312cd46b
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Remove ip adapter submodule
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2025-04-18 09:59:42 -06:00 |
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Jaret Burkett
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c90615f8bb
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Add model hooks to polarity loss
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2025-04-17 09:00:10 -06:00 |
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Jaret Burkett
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fd6026ab73
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Merge pull request #278 from ostris/hidream
Add Hidream support
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2025-04-16 13:48:27 -06:00 |
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Jaret Burkett
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fecc64e646
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Update hidream defaults, pass additional information to flow guidance
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2025-04-16 13:03:04 -06:00 |
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Jaret Burkett
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c12036df95
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Added ability to use short captions from json caption file
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2025-04-16 08:32:28 -06:00 |
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Jaret Burkett
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89c0f688db
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Merge branch 'main' into hidream
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2025-04-13 21:16:07 -06:00 |
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Jaret Burkett
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1e0bff653c
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Fix new bug I accidently introduced with lora
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2025-04-13 21:15:07 -06:00 |
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Jaret Burkett
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f80cf99f40
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Hidream is training, but has a memory leak
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2025-04-13 23:28:18 +00:00 |
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Jaret Burkett
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ca3ce0f34c
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Make it easier to designate lora blocks for new models. Improve i2v adapter speed. Fix issue with i2v adapter where cached torch tensor was wrong range.
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2025-04-13 13:49:13 -06:00 |
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Jaret Burkett
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6fb44db6a0
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Finished up first frame for i2v adapter
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2025-04-12 17:13:04 -06:00 |
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Jaret Burkett
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4a43589666
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Use a shuffled embedding as unconditional for i2v adapter
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2025-04-11 10:44:43 -06:00 |
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Jaret Burkett
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059155174a
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Added mask diffirential mask dialation for flex2. Handle video for the i2v adapter
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2025-04-10 11:50:01 -06:00 |
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Jaret Burkett
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9794416a5d
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Fixed bug when loading video datasets
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2025-04-10 08:16:05 -06:00 |
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Jaret Burkett
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d8bdc03256
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Allow full control of caption extensions
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2025-04-10 07:42:04 -06:00 |
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Jaret Burkett
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96ba2fd129
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Added methods to the dataloader to automatically generate controls for line, mask, inpainting, depth, and pose.
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2025-04-09 13:35:04 -06:00 |
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Jaret Burkett
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615b0d0e94
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Added initial support for training i2v adapter WIP
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2025-04-09 08:06:29 -06:00 |
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Jaret Burkett
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a8680c75eb
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Added initial support for finetuning wan i2v WIP
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2025-04-07 20:34:38 -06:00 |
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Jaret Burkett
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38ad5a4644
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Fixed issue with video dataset sizing
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2025-04-07 12:46:41 -06:00 |
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Jaret Burkett
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6c8b5ab606
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Added some more useful error handeling and logging
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2025-04-07 08:01:37 -06:00 |
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