Jaret Burkett
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19255cdc7c
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Bugfixes. Added small augmentations to dataloader. Will switch to abluminations soon though. Added ability to adjust step count on start to override what is in the file
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2023-09-20 05:30:10 -06:00 |
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Jaret Burkett
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0f105690cc
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Added some further extendability for plugins
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2023-09-19 05:41:44 -06:00 |
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Jaret Burkett
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61badf85a7
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t2i training working from what I can tell at least
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2023-09-17 15:56:43 -06:00 |
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Jaret Burkett
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27f343fc08
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Added base setup for training t2i adapters. Currently untested, saw something else shiny i wanted to finish sirst. Added content_or_style to the training config. It defaults to balanced, which is standard uniform time step sampling. If style or content is passed, it will use cubic sampling for timesteps to favor timesteps that are beneficial for training them. for style, favor later timesteps. For content, favor earlier timesteps.
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2023-09-16 08:30:38 -06:00 |
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Jaret Burkett
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17e4fe40d7
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Prevent lycoris network moduels if not training that part of network. Skew timesteps to favor later steps. It performs better
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2023-09-14 15:13:24 -06:00 |
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Jaret Burkett
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569d7464d5
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implemented device placement preset system more places. Vastly improved speed on setting network multiplier and activating network. Fixed timing issues on progress bar
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2023-09-14 08:31:54 -06:00 |
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Jaret Burkett
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4e945917df
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added dropout to LoRA networks
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2023-09-13 15:23:07 -06:00 |
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Jaret Burkett
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ae70200d3c
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Bug fixes, speed improvements, compatability adjustments withdiffusers updates
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2023-09-13 07:03:53 -06:00 |
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Jaret Burkett
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d74dd636ee
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Memory optimizations. Default to using cudamalloc when torch 2.0 for mem allocation
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2023-09-12 04:30:23 -06:00 |
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Jaret Burkett
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34bfeba229
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Massive speed increase. Added latent caching both to disk and to memory
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2023-09-10 08:54:49 -06:00 |
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Jaret Burkett
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626ed2939a
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bug fixes
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2023-09-09 15:04:44 -06:00 |
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Jaret Burkett
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2128ac1e08
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fixed issue with embed name, save whole config to dir instead of just process so it can be easily shared. Only make one config, no timesteps
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2023-09-09 12:24:08 -06:00 |
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Jaret Burkett
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be804c9cf5
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Save embeddings as their trigger to match auto and comfy style loading. Also, FINALLY found why gradients were wonkey and fixed it. The root problem is dropping out of network state before backward pass.
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2023-09-09 12:02:07 -06:00 |
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Jaret Burkett
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408c50ead1
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actually got gradient checkpointing working, again, again, maybe
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2023-09-09 11:27:42 -06:00 |
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Jaret Burkett
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b01ab5d375
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FINALLY fixed gradient checkpointing issue. Big batches baby.
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2023-09-08 15:21:46 -06:00 |
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Jaret Burkett
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ce4f9fe02a
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Bug fixes and improvements to token injection
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2023-09-08 06:10:59 -06:00 |
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Jaret Burkett
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92a086d5a5
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Fixed issue with token replacements
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2023-09-07 13:42:39 -06:00 |
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Jaret Burkett
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3feb663a51
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Switched to new bucket system that matched sdxl trained buckets. Fixed requirements. Updated embeddings to work with sdxl. Added method to train lora with an embedding at the trigger. Still testing but works amazingly well from what I can see
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2023-09-07 13:06:18 -06:00 |
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Jaret Burkett
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64a5441832
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Fully tested and now supporting locon on sdxl. If you have the ram
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2023-09-04 14:05:10 -06:00 |
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Jaret Burkett
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a4c3507a62
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Added LoCON from LyCORIS
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2023-09-04 08:48:07 -06:00 |
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Jaret Burkett
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fa8fc32c0a
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Corrected key saving and loading to better match kohya
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2023-09-04 00:22:34 -06:00 |
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Jaret Burkett
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22ed539321
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Allow special args for schedulers
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2023-09-03 20:38:44 -06:00 |
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Jaret Burkett
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2a40937b4f
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reworked samplers. Trying to find what is wrong with diffusers sampling is sdxl
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2023-09-03 07:56:09 -06:00 |
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Jaret Burkett
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836fee47a6
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Fixed some mismatched weights by adjusting tolerance. The mismatch ironically made the models better lol
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2023-08-29 15:20:03 -06:00 |
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Jaret Burkett
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14ff51ceb4
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fixed issues with converting and saving models. Cleaned keys. Improved testing for cycle load saving.
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2023-08-29 12:31:19 -06:00 |
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Jaret Burkett
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714854ee86
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Hude rework to move the batch to a DTO to make it far more modular to the future ui
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2023-08-29 10:22:19 -06:00 |
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Jaret Burkett
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bd758ff203
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Cleanup and small bug fixes
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2023-08-29 05:45:49 -06:00 |
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Jaret Burkett
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a008d9e63b
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Fixed issue with loadin models after resume function added. Added additional flush if not training text encoder to clear out vram before grad accum
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2023-08-28 17:56:30 -06:00 |
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Jaret Burkett
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e866c75638
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Built base interfaces for a DTO to handle batch infomation transports for the dataloader
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2023-08-28 12:43:31 -06:00 |
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Jaret Burkett
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c446f768ea
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Huge memory optimizations, many big fixes
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2023-08-27 17:48:02 -06:00 |
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Jaret Burkett
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9b164a8688
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Fixed issue with bucket dataloader corpping in too much. Added normalization capabilities to LoRA modules. Testing effects, but should prevent them from burning and also make them more compatable with stacking many LoRAs
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2023-08-27 09:40:01 -06:00 |
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Jaret Burkett
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6bd3851058
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Fixed issue with prompt token replace adding more than one replacement
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2023-08-26 18:52:23 -06:00 |
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Jaret Burkett
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8105c05c12
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Added bucketting capabilities to dataloader. Finally have full planned capability. noice
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2023-08-26 16:36:32 -06:00 |
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Jaret Burkett
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3367ab6b2c
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Moved SD batch processing to a shared method and added it for use in slider training. Still testing if it affects quality over sampling
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2023-08-26 08:55:00 -06:00 |
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Jaret Burkett
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7157c316af
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Added support for training lora, dreambooth, and fine tuning. Still need testing and docs
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2023-08-23 15:37:00 -06:00 |
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Jaret Burkett
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d298240cec
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Tied in ant tested TI script
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2023-08-23 13:26:28 -06:00 |
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Jaret Burkett
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2e6c55c720
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WIP creating textual inversion training script
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2023-08-22 21:02:38 -06:00 |
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Jaret Burkett
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1a7e346b41
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Added inbuild plugins and made one for image referenced. WIP
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2023-08-10 16:02:44 -06:00 |
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Jaret Burkett
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df48f0a843
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Moved some of the job config into base process so it will be easier to extend extensions
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2023-08-10 12:14:05 -06:00 |
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Jaret Burkett
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fbc8a87a05
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Reworked the sd rescaler script
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2023-08-09 08:57:27 -06:00 |
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Jaret Burkett
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8c90fa86c6
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Complete reqork of how slider training works and optimized it to hell. Can run entire algorythm in 1 batch now with less VRAM consumption than a quarter of it used to take
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2023-08-05 18:46:08 -06:00 |
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Jaret Burkett
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66c6f0f6f7
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Big refactor of SD runner and added image generator
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2023-08-03 14:51:25 -06:00 |
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Jaret Burkett
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1a25b275c8
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Did some work on SD rescaler. Need to run a long test on it eventually.
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2023-08-02 07:59:27 -06:00 |
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Jaret Burkett
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8b8d53888d
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Added Model rescale and prepared a release upgrade
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2023-08-01 13:49:54 -06:00 |
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Jaret Burkett
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c01673f1b5
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Added random weight adjuster to prevent overfitting
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2023-07-29 19:30:14 -06:00 |
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Jaret Burkett
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8ba1b11557
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Merge branch 'sdxl' into WIP
# Conflicts:
# jobs/process/BaseSDTrainProcess.py
# jobs/process/TrainSliderProcess.py
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2023-07-29 14:29:18 -06:00 |
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Jaret Burkett
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9cdf2dd6e4
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Bug fixes
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2023-07-29 13:39:57 -06:00 |
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Jaret Burkett
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1e50b39442
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Work on slider rework
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2023-07-28 18:11:10 -06:00 |
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Jaret Burkett
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5fc2bb5d9c
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Information trainer
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2023-07-28 08:16:29 -06:00 |
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Jaret Burkett
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b2e2e4bf47
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Added sd1.5 and 2.1 do the diffusers pipeline flow
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2023-07-27 12:34:48 -06:00 |
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