Jaret Burkett
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4fa8fac5fd
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WIP multidevice training
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2024-08-29 16:04:20 -06:00 |
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Jaret Burkett
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a48c9aba8d
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Created a v2 trainer and moved all the training logic to single torch model so it can can be run in parallel
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2024-08-29 12:34:18 -06:00 |
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Jaret Burkett
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3843e0d148
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Added support for vision direct adapter for flux
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2024-08-26 16:27:28 -06:00 |
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Jaret Burkett
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a939cf3730
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WIP - adding support for flux DoRA and ip adapter training
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2024-08-22 04:36:39 -06:00 |
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Jaret Burkett
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6e92922c14
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Add a mergable linear to the mid of ilora
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2024-07-20 21:17:53 -06:00 |
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Jaret Burkett
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c51235c486
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Fixed misnamed var
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2024-07-20 23:00:20 +00:00 |
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Jaret Burkett
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c2c4e8cf34
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Added ability to target parts of lora for ilora
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2024-07-20 22:45:52 +00:00 |
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Jaret Burkett
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c2d5f712a3
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Reworked ilora arch
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2024-07-20 15:35:59 -06:00 |
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Jaret Burkett
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a2301cf28c
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Amall bug fixes
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2024-07-18 10:39:55 -06:00 |
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Jaret Burkett
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11e426fdf1
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Various features and fixes. Too much brain fog to do a proper description
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2024-07-18 07:34:14 -06:00 |
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Jaret Burkett
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58dffd43a8
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Added caching to image sizes so we dont do it every time.
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2024-07-15 19:07:41 -06:00 |
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Jaret Burkett
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e4558dff4b
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Partial implementation for training auraflow.
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2024-07-12 12:11:38 -06:00 |
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Jaret Burkett
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c062b7716c
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Varous bug fixes
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2024-07-10 15:20:04 -06:00 |
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Jaret Burkett
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76f225a467
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Fixed issue with TE adapter caption projection
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2024-07-06 19:09:58 +00:00 |
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Jaret Burkett
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cab8a1c7b8
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WIP to add the caption_proj weight to pixart sigma TE adapter
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2024-07-06 13:00:21 -06:00 |
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Jaret Burkett
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7165f2d25a
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Work to omprove pixart training
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2024-06-23 20:46:48 +00:00 |
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Jaret Burkett
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5d47244c57
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Added support for pixart sigma loras
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2024-06-16 11:56:30 -06:00 |
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Jaret Burkett
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ada722c9e4
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Fixed issue with heads not being added
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2024-06-15 08:34:33 -06:00 |
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Jaret Burkett
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e3410413b9
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Rework head on ilora
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2024-06-14 16:21:26 -06:00 |
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Jaret Burkett
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37cebd9458
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WIP Ilora
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2024-06-14 09:31:01 -06:00 |
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Jaret Burkett
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bd10d2d668
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Some work on sd3 training. Not working
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2024-06-13 12:19:16 -06:00 |
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Jaret Burkett
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cb5d28cba9
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Added working ilora trainer
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2024-06-12 09:33:45 -06:00 |
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Jaret Burkett
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833c833f28
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WIP on SAFE encoder. Work on fp16 training improvements. Various other tweaks and improvements
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2024-05-27 10:50:24 -06:00 |
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Jaret Burkett
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68b7e159bc
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Bug Fixes
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2024-05-17 08:41:20 -06:00 |
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Jaret Burkett
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5a45c709cd
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Work on ipadapters and custom adapters
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2024-05-13 06:37:54 -06:00 |
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Jaret Burkett
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10e1ecf1e8
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Added single value adapter training
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2024-04-28 06:04:47 -06:00 |
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Jaret Burkett
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5da3613e0b
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Bug fixes and minor features
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2024-04-25 06:14:31 -06:00 |
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Jaret Burkett
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5a70b7f38d
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Added pixart sigma support, but it wont work until i address breaking changes with lora code in diffusers so it can be upgraded.
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2024-04-20 10:46:56 -06:00 |
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Jaret Burkett
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7284aab7c0
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Added specialized scaler training to ip adapters
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2024-04-05 08:17:09 -06:00 |
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Jaret Burkett
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016687bda1
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Adapter work. Bug fixes. Auto adjust LR when resuming optimizer.
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2024-03-17 10:21:47 -06:00 |
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Jaret Burkett
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d87b49882c
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Work on embedding adapters
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2024-03-11 15:18:42 -06:00 |
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Jaret Burkett
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b01e8d889a
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Added stochastic rounding to adafactor. ILora adjustments
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2024-03-05 07:07:09 -07:00 |
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Jaret Burkett
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1325613583
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rework ilora
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2024-02-29 07:55:52 -07:00 |
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Jaret Burkett
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f965a1299f
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Fixed Dora implementation. Still highly experimental
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2024-02-24 10:26:01 -07:00 |
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Jaret Burkett
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1bd94f0f01
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Added early DoRA support, but will change shortly. Dont use right now.
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2024-02-23 05:55:41 -07:00 |
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Jaret Burkett
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b68c3ef734
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Added te aug adapter
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2024-02-21 21:30:26 -07:00 |
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Jaret Burkett
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49c41e6a5f
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Bug fixes. allow for random negative prompts
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2024-02-21 04:51:52 -07:00 |
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Jaret Burkett
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2478554c95
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Bug fixes. Added IP adapter training for Pixart
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2024-02-17 10:06:57 -07:00 |
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Jaret Burkett
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4ec4025cbb
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Added adapter modules for text encoders and direct vision
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2024-02-12 08:46:18 -07:00 |
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Jaret Burkett
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e074058faa
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Work on additional image embedding methods. Finalized zipper resampler. It works amazing
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2024-02-10 09:00:05 -07:00 |
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Jaret Burkett
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e18e0cb5f8
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Added comparitive loss when training clip encoder. Allow selecting clip layer. on ip adapter. Improvements to prior prediction
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2024-02-05 07:40:03 -07:00 |
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Jaret Burkett
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1ae1017748
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Bug fixes. added ability to use l1 loss. varous other tests and improvements
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2024-01-31 06:30:54 -07:00 |
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Jaret Burkett
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92b9c71d44
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Many bug fixes. Ip adapter bug fixes. Added noise to unconditional, it works better. added an ilora adapter for 1 shotting LoRAs
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2024-01-28 08:20:03 -07:00 |
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Jaret Burkett
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f17ad8d794
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various bug fixes. Created an contextual alpha mask module to calculate alpha mask
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2024-01-18 16:34:27 -07:00 |
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Jaret Burkett
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86c70a2a1f
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Added an experimental clip fusion model that is showing promise for embedding concepts
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2024-01-17 13:13:04 -07:00 |
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Jaret Burkett
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b767d29b3c
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Adjustments to the clip preprocessor. Allow merging in new weights for ip adapters so you can change the arcitecture while maintaining as much data as possible
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2024-01-06 11:56:53 -07:00 |
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Jaret Burkett
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645b27f97a
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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.
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2024-01-04 12:59:38 -07:00 |
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Jaret Burkett
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eeee4a1620
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Created a size agnostic feature encoder (SAFE) model to be trained in replace of CLIP for ip adapters. It is mostly conv layers so will hopefully be able to handle facial features better than clip can. Also bug fixes
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2023-12-28 12:20:27 -07:00 |
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Jaret Burkett
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bf90740b59
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Fixed numerous issues with traing ESRGAN
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2023-08-08 20:03:19 -06:00 |
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Jaret Burkett
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8bd536df7e
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Added training for a custom version of ERSGAN arcitecture. Testing training now
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2023-08-07 18:04:23 -06:00 |