 Jaret Burkett
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ab5fef8970
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Fix caption dropout so it now works identically when caching text embeddings.
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2026-08-10 18:53:33 -06:00 |
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Jaret Burkett
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356ce7e84e
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Version bump
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2026-08-10 09:21:27 -06:00 |
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Jaret Burkett
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257da9b586
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Rework DOP so it works with caching text embeddings
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2026-08-09 22:13:49 -06:00 |
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Jaret Burkett
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5ff8a0435a
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Make v1 the default training adapter
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2026-08-09 14:56:39 -06:00 |
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Jaret Burkett
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61da9c95d3
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Version bump
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2026-08-09 12:39:30 -06:00 |
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Jaret Burkett
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72623ed3d6
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When doing auto frame count. Ensure the time is not squeezed or expanded to fit tempooral spacing. trime the few extra frames. Also fixed frame counts of buckets.
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2026-08-09 12:31:02 -06:00 |
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Jaret Burkett
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682b27c6ee
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Reworked freeing memory manager for removing text encoder completly when not needed.
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2026-08-09 07:08:24 -06:00 |
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Jaret Burkett
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3a28c4b1b7
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Keep alive cron server to prevent failed connections
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2026-08-08 20:27:01 -06:00 |
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Jaret Burkett
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8c1a4082fd
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Allow images to work with auto frame count, and include images in video datasets if they exist.
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2026-08-08 20:26:28 -06:00 |
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Jaret Burkett
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6d8afa5684
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Version bump
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2026-08-08 18:58:11 -06:00 |
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Jaret Burkett (Ostris)
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c596d4ab27
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Merge pull request #1002 from whatsthisaithing/codex/fix-convrot-offload-stream-lifetime
Fix offload buffer stream lifetime
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2026-08-08 18:55:18 -06:00 |
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Jaret Burkett
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f4e9130547
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Fix race condition that can corrupt grads under certain conditions.
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2026-08-07 14:52:47 -06:00 |
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Jaret Burkett
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817f3dcbcb
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Fix finite check on inverted masked prior
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2026-08-07 09:49:12 -06:00 |
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Jaret Burkett
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685ce37a8d
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Adjust sample timestep sigmas to be model evals for h3 for 1 extra step
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2026-08-06 19:54:04 -06:00 |
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Jaret Burkett
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9171d5ec1d
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Update training adapter path
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2026-08-06 11:21:28 -06:00 |
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Jaret Burkett
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71625d1207
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Add the alpha version of the MiniMax H3 trianing adapter and set it as the new default training method.
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2026-08-06 11:11:31 -06:00 |
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Jaret Burkett
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b904b99705
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varsion bump
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2026-08-06 09:25:35 -06:00 |
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Jaret Burkett
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b811636ae4
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Check for finite vs isnan on loss before backpropigating. to catch infinity overflows
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2026-08-06 09:18:56 -06:00 |
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Jaret Burkett
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edacd406b3
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Handle minimax loading of non pruned model
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2026-08-06 09:18:00 -06:00 |
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Jaret Burkett
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7309db4d74
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Fix layer offloaded adaln projection layer move
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2026-08-06 08:10:20 -06:00 |
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Jaret Burkett
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139a38f5bd
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Upcast adaln pruned layers to fp32 on h3 to prevent overflow.
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2026-08-06 07:51:15 -06:00 |
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Jaret Burkett
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1e1418b22c
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Apply sigma to contrastive guidance to balance loss better. Prevent noise grads on images/non audio datasets. Prep for training adapters on MiniMax H3
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2026-08-05 13:27:12 -06:00 |
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Jaret Burkett
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9065951da3
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Version bump
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2026-08-04 22:14:54 -06:00 |
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Jaret Burkett
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3afa270ab5
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Fix audio losses for DOP and other preservation losses
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2026-08-04 22:08:48 -06:00 |
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Jaret Burkett
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0f9094db95
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Fix audio loss when doing do_guidance_loss
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2026-08-04 21:43:31 -06:00 |
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Jaret Burkett
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d870e9b68a
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Fix backwards compatability for older versions of triton
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2026-08-04 21:07:57 -06:00 |
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Jaret Burkett
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a8d67ecd90
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Version Bump
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2026-08-04 16:28:04 -06:00 |
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Jaret Burkett
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9fc1f208df
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Remove adaln_proj from the network modules for minimax_h3
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2026-08-04 16:19:46 -06:00 |
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Jaret Burkett
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183433ae8e
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Make MiniMax H3 default to using contrastive guidance loss to prevent distillation breakdown
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2026-08-04 16:13:45 -06:00 |
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Jaret Burkett
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00a93e3830
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Add dataset flag to cache the raw tensors
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2026-08-04 15:32:48 -06:00 |
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Jaret Burkett
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8a0bcf1ffe
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Fix issue loading H3 test encoder on older GPUS
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2026-08-04 15:30:29 -06:00 |
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Jaret Burkett
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dc29ae1187
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Version Bump
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2026-08-04 09:27:46 -06:00 |
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Jaret Burkett
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d20a17c10e
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Limit max tokens to 512. Allow override with model kwargs.
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2026-08-04 07:55:21 -06:00 |
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Jaret Burkett
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602306da77
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Add gradient checkpointing to vae
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2026-08-04 07:54:51 -06:00 |
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Jaret Burkett
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18f5810d6c
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Adjust default alpha for h3
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2026-08-03 20:15:28 -06:00 |
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Jaret Burkett
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a9a04547e9
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Dont move encoders on and off device when caching until the first instance of needing to process a cache item.
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2026-08-03 15:54:30 -06:00 |
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Jaret Burkett
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41676bb258
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Queue up videos with multiple threads when caching latents so the VAE is not waiting on videos to process
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2026-08-03 15:41:36 -06:00 |
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Jaret Burkett
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546eb7daff
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Look for existing models in folders recursivly
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2026-08-03 15:39:55 -06:00 |
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Jaret Burkett
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d3a3f70a2a
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Speed up quantization processing on H3
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2026-08-03 15:21:39 -06:00 |
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Jaret Burkett
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88ac27fc8f
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Handle images with MiniMax H3.
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2026-08-03 11:58:44 -06:00 |
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Jaret Burkett
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bf739ff966
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Fix issue with layer offloading with MinMax H3
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2026-08-03 11:32:36 -06:00 |
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Jaret Burkett
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9d614a51fb
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Hard fail if a step in the docker build fails.
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2026-08-03 10:38:31 -06:00 |
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Jaret Burkett
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8502a845b1
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Add support for MiniMax H3 T2V and I2V training
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2026-08-03 10:17:39 -06:00 |
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Jaret Burkett
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73cab2acf5
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Reworked merge in out of loras with convrot weights for better roundtrip accuracy.
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2026-08-02 08:29:17 -06:00 |
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Jaret Burkett
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a6f6b6b896
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Fixed experiment opt name match
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2026-08-01 17:43:36 -06:00 |
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Jaret Burkett
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6b95282097
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Recover from issue when a video model first fram may not have been cached properly
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2026-08-01 12:00:33 -06:00 |
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Jaret Burkett
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5baa495585
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DFE optimizations
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2026-08-01 10:06:16 -06:00 |
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Jaret Burkett
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fc78b07332
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Attach the ema to the base model so it can be used on specific models
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2026-08-01 10:05:42 -06:00 |
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Jaret Burkett
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c68e58083f
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Add code for automagic experiment
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2026-08-01 10:04:46 -06:00 |
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Jaret Burkett
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497014bf5d
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Set i2v to default to false when omitted from the config
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2026-07-31 19:11:58 -06:00 |
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Jaret Burkett
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038f24e8c3
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Revert torchao back to older version
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2026-07-31 16:34:06 -06:00 |
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Jaret Burkett
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6e7bc81241
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Allow random noise shift with video latents.
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2026-07-31 05:58:08 -06:00 |
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Jaret Burkett
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ddc69745fe
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Update docker build image with newer dependencies
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2026-07-30 14:20:31 -06:00 |
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Jaret Burkett (Ostris)
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2cab330392
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Merge pull request #986 from ostris/dev
Add AI Toolkit Manager script that auto installs/runs/and updates AI Toolkit.
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2026-07-30 11:55:13 -06:00 |
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Jaret Burkett
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c8636478f9
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Version Bump
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2026-07-30 11:48:01 -06:00 |
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Jaret Burkett
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7b2386c096
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Handle video codecs that fail in opencv
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2026-07-29 21:01:57 -06:00 |
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Jaret Burkett
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9021caa723
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Merge branch 'dev' of github.com:ostris/ai-toolkit into dev
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2026-07-29 17:50:50 -06:00 |
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Jaret Burkett
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3f8afcac7e
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Allow dataloader to encode first frame with the text embeddings if the model needs it.
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2026-07-29 17:50:45 -06:00 |
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Jaret Burkett
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23f1ebfb76
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Update to high speed xet env var
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2026-07-29 17:47:53 -06:00 |
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Jaret Burkett
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3d472de2f1
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Reworked spawning on dataloader so windows and mac can use multiple data loader workers now
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2026-07-29 17:47:04 -06:00 |
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Jaret Burkett
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65443cfffa
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Add information about the new manager to the README
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2026-07-29 10:29:36 -06:00 |
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Jaret Burkett
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3bd2119c04
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Add flash-linear-attention package for hardware that supports it.
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2026-07-29 09:14:37 -06:00 |
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Jaret Burkett
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1e22732db7
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Merge branch 'dev' of https://github.com/ostris/ai-toolkit into dev
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2026-07-28 12:27:55 -06:00 |
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Jaret Burkett
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aa762103b3
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Add build support for Nvidia Spark
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2026-07-28 12:27:51 -06:00 |
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Jaret Burkett
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c3afd95cc4
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Improvements for mps convrot quants
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2026-07-28 12:11:19 -06:00 |
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Jaret Burkett
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038270eb2f
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Fix issue with macstats on mac
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2026-07-28 08:27:31 -06:00 |
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Jaret Burkett
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83879ac7c2
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Fix issue with user agent downloading ffmpeg
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2026-07-28 08:15:28 -06:00 |
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Jaret Burkett
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6d6c5a3d91
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Prevent overwriting package-lock.json when installing deps
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2026-07-27 18:47:28 -06:00 |
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Jaret Burkett
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461e798708
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Rework windows start and stop methods so that command windows dont appear. Stop with signal since we cannot signint.
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2026-07-27 17:43:01 -06:00 |
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Jaret Burkett
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6b0449c326
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Fixed install issues with windows builds
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2026-07-27 16:06:48 -06:00 |
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Jaret Burkett
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1e58c9a0f0
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Built a universal manager and installer for all operating systems and environments. Bumped a lot of versions of things. Still needs deep testing.
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2026-07-27 15:10:29 -06:00 |
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Jaret Burkett
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7e7053fc9a
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Remove k-sampler requirement and remove it form the cold. not used anymore anyway
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2026-07-27 14:58:31 -06:00 |
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Jaret Burkett
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b677cdb026
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Move uintx quantization to ostris quant with bit identical matching. Now we are not bound to an older version of torch ao.
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2026-07-27 12:59:42 -06:00 |
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Jaret Burkett
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fb204b7677
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Fixed for DFEs with pixelspace and video models
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2026-07-27 11:12:02 -06:00 |
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Jaret Burkett
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0e17841767
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Version bump
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2026-07-25 11:34:33 -06:00 |
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Jaret Burkett
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92bdb6e473
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Add support for Mage-Flow and Mage-Flow Edit
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2026-07-25 11:34:20 -06:00 |
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Jaret Burkett
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0c3a5e6970
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Default to lokr full rank when not passed.
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2026-07-25 09:06:49 -06:00 |
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Jaret Burkett
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efb58c8641
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Switch to thumbnails and thumbnail creation on the sample grid page until clicked.
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2026-07-25 08:40:33 -06:00 |
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Jaret Burkett
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e00f3791e2
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Update some node packages.
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2026-07-24 13:50:06 -06:00 |
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Jaret Burkett
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be3406140b
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Remove dev indicators
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2026-07-24 13:30:30 -06:00 |
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Jaret Burkett
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8f2d001eae
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Improvements to video frame loading. Added ability to cache as uint8 pixelspace for video
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2026-07-24 12:36:47 -06:00 |
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Jaret Burkett
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67984754c3
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Put more information about model gating and how to solve it
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2026-07-24 09:56:02 -06:00 |
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Jaret Burkett
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ede6f9ecee
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Major ui speed improvements. Moved file server out of next js app and made it multithreadded. Significantly faster downloads for files, images, and videos.
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2026-07-23 09:35:08 -06:00 |
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Jaret Burkett
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1086bd0b3e
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Improvements to file transfer speed when downloading loras from cloud
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2026-07-23 08:17:17 -06:00 |
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Jaret Burkett
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d5612dd35c
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Adjust the x0 of some DFEs
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2026-07-22 10:38:40 -06:00 |
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Jaret Burkett
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e8573dad34
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Fix trailing progress bar print when stopping a job in the ui
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2026-07-22 10:11:08 -06:00 |
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Jaret Burkett
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c4db100e17
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Version bump
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2026-07-21 11:36:36 -06:00 |
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Jaret Burkett
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3a4341dee3
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Improve ui polling code to prevent poll buildup
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2026-07-21 11:35:52 -06:00 |
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Jaret Burkett
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e54a0fe78c
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Move to a single prisma client connection for the ui backend to prevent competing connections.
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2026-07-21 11:21:28 -06:00 |
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Jaret Burkett
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9e9439015e
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Switch sqlite database to WAL mode. It will be significantly faster with multiple writers and readers.
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2026-07-21 11:07:18 -06:00 |
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Jaret Burkett
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088084e2c2
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Resize validation images with the bucket sizing strategy.
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2026-07-20 11:22:33 -06:00 |
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Jaret Burkett
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df354da23e
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Replace trigger word in validation prompts for [trigger] tags
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2026-07-20 07:56:04 -06:00 |
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Jaret Burkett
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6e158dd1f1
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Adjust validation loss defaults
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2026-07-19 19:35:33 -06:00 |
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Jaret Burkett
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1eb97b7443
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Added validation loss
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2026-07-19 19:33:45 -06:00 |
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Jaret Burkett
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cd677c70b5
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Fix issue where more than 12 samples would break sample grid.
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2026-07-19 09:21:44 -06:00 |
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Jaret Burkett
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479c72ada2
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Add replacing triggers on prompts when caching text encoder
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2026-07-19 09:03:05 -06:00 |
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Jaret Burkett
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cfdc9033a6
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Add min and max LR or automagic to prefent runaway edge cases.
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2026-07-17 14:19:53 -06:00 |
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Jaret Burkett
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f1bc6508ad
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Fix issue with qwen image edit models.
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2026-07-17 09:14:04 -06:00 |
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Jaret Burkett
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6696117a94
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Fix issue where the log lone for samples would double up sometimes
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2026-07-17 08:11:32 -06:00 |
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Jaret Burkett
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988d891102
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Added a Sample Next Step in the job gear dropdown to force a sample on the next step.
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2026-07-17 07:59:30 -06:00 |
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