 Jaret Burkett
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4723f23c0d
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Added ability to split up flux across gpus (experimental). Changed the way timestep scheduling works to prep for more specific schedules.
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2024-12-31 07:06:55 -07:00 |
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Jaret Burkett
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8ef07a9c36
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Added training for an experimental decoratgor embedding. Allow for turning off guidance embedding on flux (for unreleased model). Various bug fixes and modifications
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2024-12-15 08:59:27 -07:00 |
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Jaret Burkett
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92ce93140e
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Adjustments to defaults for automagic
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2024-11-29 10:28:06 -07:00 |
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Jaret Burkett
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f213996aa5
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Fixed saving and displaying for automagic
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2024-11-29 08:00:22 -07:00 |
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Jaret Burkett
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cbe31eaf0a
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Initial work on a auto adjusting optimizer
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2024-11-29 04:48:58 -07:00 |
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Jaret Burkett
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67c2e44edb
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Added support for training flux redux adapters
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2024-11-21 20:01:52 -07:00 |
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Jaret Burkett
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96d418bb95
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Added support for full finetuning flux with randomized param activation. Examples coming soon
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2024-11-21 13:05:32 -07:00 |
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Jaret Burkett
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894374b2e9
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Various bug fixes and optimizations for quantized training. Added untested custom adam8bit optimizer. Did some work on LoRM (dont use)
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2024-11-20 09:16:55 -07:00 |
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Jaret Burkett
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6509ba4484
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Fix seed generation to make it deterministic so it is consistant from gpu to gpu
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2024-11-15 12:11:13 -07:00 |
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Jaret Burkett
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025ee3dd3d
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Added ability for adafactor to fully fine tune quantized model.
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2024-10-30 16:38:07 -06:00 |
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Jaret Burkett
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58f9d01c2b
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Added adafactor implementation that handles stochastic rounding of update and accumulation
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2024-10-30 05:25:57 -06:00 |
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Jaret Burkett
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e72b59a8e9
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Added experimental 8bit version of prodigy with stochastic rounding and stochastic gradient accumulation. Still testing.
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2024-10-29 14:28:28 -06:00 |
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Jaret Burkett
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4aa19b5c1d
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Only quantize flux T5 is also quantizing model. Load TE from original name and path if fine tuning.
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2024-10-29 14:25:31 -06:00 |
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Jaret Burkett
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4747716867
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Fixed issue with adapters not providing gradients with new grad activator
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2024-10-29 14:22:10 -06:00 |
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Jaret Burkett
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22cd40d7b9
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Improvements for full tuning flux. Added debugging launch config for vscode
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2024-10-29 04:54:08 -06:00 |
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Jaret Burkett
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3400882a80
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Added preliminary support for SD3.5-large lora training
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2024-10-22 12:21:36 -06:00 |
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Jaret Burkett
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9f94c7b61e
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Added experimental param multiplier to the ema module
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2024-10-22 09:25:52 -06:00 |
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Jaret Burkett
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bedb8197a2
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Fixed issue with sizes for some images being loaded sideways resulting in squished images.
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2024-10-20 11:51:29 -06:00 |
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Jaret Burkett
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e3ebd73610
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Add a projection layer on vision direct when doing image embeds
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2024-10-20 10:48:23 -06:00 |
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Jaret Burkett
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dd931757cd
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Merge branch 'main' of github.com:ostris/ai-toolkit
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2024-10-20 07:04:29 -06:00 |
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Jaret Burkett
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0640cdf569
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Handle errors in loading size database
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2024-10-20 07:04:19 -06:00 |
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Jaret Burkett
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0b048d0dde
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Locked version of quanto as it breaks in later versions
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2024-10-16 22:41:04 +00:00 |
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Jaret Burkett
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473d455f44
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Process empty clip image if there is not one for reg images when training a custom adapter
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2024-10-15 08:28:04 -06:00 |
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Jaret Burkett
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ce759ebd8c
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Normalize the image embeddings on vd adapter forward
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2024-10-12 15:09:48 +00:00 |
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Jaret Burkett
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628a7923a3
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Remove norm on image embeds on custom adapter
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2024-10-12 00:43:18 +00:00 |
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Jaret Burkett
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3922981996
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Added some additional experimental things to the vision direct encoder
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2024-10-10 19:42:26 +00:00 |
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Jaret Burkett
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ab22674980
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Allow for a default caption file in the folder. Minor bug fixes.
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2024-10-10 07:31:33 -06:00 |
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Jaret Burkett
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9452929300
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Apply a mask to the embeds for SD if using T5 encoder
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2024-10-04 10:55:20 -06:00 |
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Jaret Burkett
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a800c9d19e
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Add a method to have an inference only lora
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2024-10-04 10:06:53 -06:00 |
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Jaret Burkett
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28e6f00790
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Fixed bug in returning clip image embed to actually return it
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2024-10-03 10:49:09 -06:00 |
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Jaret Burkett
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67e0aca750
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Added ability to load clip pairs randomly from folder. Other small bug fixes
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2024-10-03 10:03:49 -06:00 |
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Jaret Burkett
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f05224970f
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Added Vision Languate Adapter usage for pixtral vd adapter
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2024-09-29 19:39:56 -06:00 |
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Jaret Burkett
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b4f64de4c2
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Quick patch to scope xformer imports until a better solution
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2024-09-28 15:36:42 -06:00 |
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Jaret Burkett
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2e5f6668dc
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Add xformers ad a dependency
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2024-09-28 15:30:14 -06:00 |
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Jaret Burkett
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e4c82803e1
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Handle random resizing for pixtral input on direct vision adapter
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2024-09-28 14:53:38 -06:00 |
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Jaret Burkett
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69aa92bce5
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Added support for AdEMAMix8bit
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2024-09-28 14:33:51 -06:00 |
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Jaret Burkett
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a508caad1d
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Change pixtral to crop based on number of pixels instead of largest dimension
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2024-09-28 13:05:26 -06:00 |
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Jaret Burkett
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58537fc92b
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Added initial direct vision pixtral support
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2024-09-28 10:47:51 -06:00 |
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Jaret Burkett
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86b5938cf3
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Fixed the webp bug finally.
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2024-09-25 13:56:00 -06:00 |
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Jaret Burkett
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6b4034122f
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REmove layers from direct vision resampler
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2024-09-24 15:08:29 -06:00 |
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Jaret Burkett
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10817696fb
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Fixed issue where direct vision was not passing additional params from resampler when it is added
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2024-09-24 10:34:11 -06:00 |
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Jaret Burkett
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037ce11740
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Always return vision encoder in state dict
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2024-09-24 07:43:17 -06:00 |
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Jaret Burkett
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04424fe2d6
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Added config setting to set the timestep type
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2024-09-24 06:53:59 -06:00 |
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Jaret Burkett
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40a8ff5731
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Load local hugging face packages for assistant adapter
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2024-09-23 10:37:12 -06:00 |
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Jaret Burkett
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2776221497
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Added option to cache empty prompt or trigger and unload text encoders while training
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2024-09-21 20:54:09 -06:00 |
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Jaret Burkett
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f85ad452c6
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Added initial support for pixtral vision as a vision encoder.
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2024-09-21 15:21:14 -06:00 |
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Jaret Burkett
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dd889086f4
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Updates to the docker file for jupyterlab
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2024-09-21 12:07:07 -06:00 |
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 apolinário
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bc693488eb
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fix diffusers codebase (#183)
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2024-09-21 11:50:29 -06:00 |
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Jaret Burkett
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d97c55cd96
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Updated requirements to lock version of albucore, which had breaking changes.
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2024-09-21 11:19:13 -06:00 |
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79b4e04b80
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Feat: Wandb logging (#95)
* wandb logging
* fix: start logging before train loop
* chore: add wandb dir to gitignore
* fix: wrap wandb functions
* fix: forget to send last samples
* chore: use valid type
* chore: use None when not type-checking
* chore: resolved complicated logic
* fix: follow log_every
---------
Co-authored-by: Plat <github@p1at.dev>
Co-authored-by: Jaret Burkett <jaretburkett@gmail.com>
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2024-09-19 20:01:01 -06:00 |
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