 Jedrzej KosinskiandAmp
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fd0acd2b50
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fix: update cast_bias_weight to use offloadable=True in clean_groupnorm
Use ComfyUI's updated 3-return-value cast_bias_weight API with
offloadable=True and call uncast_bias_weight after use for proper
async-offload support.
Co-authored-by: Amp <amp@ampcode.com>
Amp-Thread-ID: https://ampcode.com/threads/T-019d3bef-9580-7798-aec3-7a009a0f62a4
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2026-03-29 18:37:59 -07:00 |
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Jedrzej Kosinski
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afc96718fb
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Merge branch 'main' into multigpu
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2025-01-31 04:00:44 -06:00 |
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Jedrzej Kosinski
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60a937144e
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Fixed BIGMAX_TENSOR to not be so big that it becomes an int64 instead of a float32, version bump
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2025-01-31 03:59:05 -06:00 |
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Jedrzej Kosinski
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7fbcf03843
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Values related to ad_params now obtained through transformer_options in get_control_inject, no longer requiring ADE to manually set them
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2025-01-29 09:16:39 -06:00 |
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Jedrzej Kosinski
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ab6526fa35
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Fixed backwards compatibility for new KF scheduling behavior, changes "sigmas" to "sample_sigmas" to match incoming ComfyUI PR
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2025-01-05 15:32:51 -06:00 |
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Jedrzej Kosinski
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787c841b6b
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Make TimestepKeyframes work consistently across separated sampling nodes/code
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2024-12-30 16:59:53 -06:00 |
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Jedrzej Kosinski
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dc91f47aed
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Add middle_mult extra via Middle Weight Extras node
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2024-11-26 20:21:53 -06:00 |
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Jedrzej Kosinski
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8db35a7963
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Clean up TimestepKeyframeGroup cloning so it does not keep on adding a useless default keyframe to clone each time it's called
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2024-11-26 19:05:51 -06:00 |
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Jedrzej Kosinski
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d255167dca
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Fixed soft/custom weights not affecting flux by disabling applied_to optimization when needed, fixed missing transformer_options input into default_control_actions
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2024-11-26 00:02:42 -06:00 |
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Jedrzej Kosinski
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999763ce69
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Add real_compression_ratio so can be adjusted to properly check for expected cond_hint size
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2024-11-25 21:52:51 -06:00 |
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Jedrzej Kosinski
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72f0e6dbac
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Add initial CtrLoRA support, fix issue with vae not being set, add a way to disable multiplying compression_ratio by vae.downscale_ratio when not needed
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2024-11-25 20:33:53 -06:00 |
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Jedrzej Kosinski
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7f84e973d6
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Converted sampler_sample_wrapper to a outer_sample_wrapper so that controlnet prerun can be ran properly
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2024-11-14 10:53:59 -06:00 |
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Jedrzej Kosinski
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52f8220260
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Started to replace anc_sample_factory with acn_sampler_sample_wrapper WrapperHook, ReferenceCN now can respect individual conds
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2024-11-14 08:12:54 -06:00 |
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Jedrzej Kosinski
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f42c902fd4
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Fixed checks for special preprocessor input (ReferenceCN and RGB SparseCtrl), continued work on DinkLink
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2024-11-14 03:42:29 -06:00 |
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Jedrzej Kosinski
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767cbf3dcc
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Merge branch 'main' into rework-modelpatcher
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2024-10-23 22:02:47 -05:00 |
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Jedrzej Kosinski
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95e26b9b79
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Made code work with new ComfyUI changes (device var removed from ControlBase)
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2024-10-23 21:57:39 -05:00 |
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Kosinkadink
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f778bb2a70
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Modified code to accept transformer_options to match ComfyUI's get_control change and removed need to a terribly ugly hack that was required before to get the cond_or_uncond; now can just be gotten from transformer_options
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2024-09-25 20:50:20 +09:00 |
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Jedrzej Kosinski
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476da0e724
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Implemented changes from ComfyUI's InstantX depth flux support commit
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2024-08-30 07:09:26 -05:00 |
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Jedrzej Kosinski
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299c6d9506
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Fixed flux cns not working if no soft weights attached, added ControlNet Custom Weights [Flux] node
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2024-08-30 06:37:30 -05:00 |
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Jedrzej Kosinski
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9c00ec00ea
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Clarified Soft/Custom ControlNet SD1.5/T2I Adapter Weights nodes, deprecated old versions
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2024-08-30 05:59:05 -05:00 |
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Jedrzej Kosinski
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d3ceadbaba
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Attempted to add masking support for flux controlnet (not working yet, but logic is partway there
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2024-08-29 09:57:23 -05:00 |
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Jedrzej Kosinski
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49609d318f
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Refactored cn weights to separate out input, middle, and output blocks, improved soft weight behavior to generalize math to be architecture agnostic (for the most part)
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2024-08-24 07:31:26 -05:00 |
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Jedrzej Kosinski
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1807cd64e4
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Updated ControlNetAdvanced to work with Flux controlnet, beginning of rework of weights
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2024-08-24 00:43:21 -05:00 |
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Jedrzej Kosinski
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d4a0a11347
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Added keyframe support for ContextRef, small changes to timestep keyframe code, initial ContextRef version check
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2024-08-06 05:28:06 -05:00 |
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Jedrzej Kosinski
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17b70c421a
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Add additional type check in len wrapper hack to prevent issues with Tensors in list
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2024-08-04 21:08:43 -05:00 |
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Jedrzej Kosinski
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c4aa684cb3
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Fixed TimestepKeyframes being evaluated each time get_control is run instead of just once per step (technically could change results of some workflows, but now works as intended)
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2024-08-04 16:23:45 -05:00 |
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Jedrzej Kosinski
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ee3490d4b0
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Initial working implementation of ContextRef
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2024-07-27 21:08:46 -05:00 |
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Jedrzej Kosinski
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cdabf60fca
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Automatic conversion of vanilla ControlNets to Advanced-ControlNet equivalents when context_options are detected, extracting refcn's sample wrapper to its own function, refactoring of ControlLLLite code to work without a model_optional input
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2024-07-19 18:17:24 -05:00 |
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Jedrzej Kosinski
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55da9bb2d1
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Initial progress on initial support of ControlNet++ model
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2024-07-08 20:09:20 -05:00 |
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Jedrzej Kosinski
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3d00251fc2
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modified prepare_mask_batch to work with sd3
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2024-06-27 19:37:00 -05:00 |
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Jedrzej Kosinski
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96d957e9ec
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Fixed get_calc_pow to work the same as before (only current difference would be with SDXL T2IAdapter models with custom/soft weights), automatically resize T2IAdapter control tensors to match batch_size to make my life easier
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2024-06-27 17:43:21 -05:00 |
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Jedrzej Kosinski
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bc528228c7
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Make 1 mask input work with T2IAdapter (some ComfyUI optimization caused feature regression at some point)
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2024-06-27 12:46:06 -05:00 |
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Jedrzej Kosinski
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86e6ed301e
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Fixed control weights not being applied properly
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2024-06-27 11:15:03 -05:00 |
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Jedrzej Kosinski
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e800d52acf
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Made all controlnets works with upcoming ComfyUI changes, started work on making latent preprocs obsolete, still need to make control weights apply the same way as before
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2024-06-27 05:03:10 -05:00 |
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Jedrzej Kosinski
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20d54c0660
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Added support for weight extras, added sparse_hint_mult, sparse_nonhint_mult, and sparse_mask_strength for SparseCtrl, renamed Force Default Weights node to Default Weights
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2024-05-27 18:49:28 -05:00 |
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Jedrzej Kosinski
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1f95fac964
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Fixed odd behavior when context options are active and there are less condhints than latents, condhints/masks are extended (last image/mask) instead of repeated, starting to work on uncond_mask to extend uncond_multiplier feature, modified motion_strength > 1.0 behavior
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2024-05-24 00:11:26 -05:00 |
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Jedrzej Kosinski
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bed20c2e28
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Fixed contains_uncond_multipier tailend recursion instead of returning False
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2024-05-17 03:24:23 -05:00 |
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Jedrzej Kosinski
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ab894722f6
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Made len hack for uncond_multiplier more robust
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2024-05-16 21:20:09 -05:00 |
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Jedrzej Kosinski
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86c528ddab
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Make uncond_multiplier work with ControlLLLite
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2024-05-16 17:55:06 -05:00 |
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Jedrzej Kosinski
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4ed14e9ae0
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Make T2IAdapter work with uncond_multiplier (results are not great when < 1.0, but match up exactly with auto1111 results)
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2024-05-16 17:40:46 -05:00 |
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Jedrzej Kosinski
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db0bf14dac
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Add support for uncond_multiplier in all Control Weights (identical to auto1111's 'controlnet is more important when set to 0.0)
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2024-05-16 04:15:36 -05:00 |
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Jedrzej Kosinski
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f61c3e2be3
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Fix Timestep Keyframe Interpolation/From List nodes
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2024-05-14 23:30:22 -05:00 |
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Jedrzej Kosinski
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cdfbdc0bbe
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Refactored Timestep Keyframes to use guarantee_steps instead of guarantee_usage, Timestep Keyframes with same start_percent will no longer overwrite one another, allowing guarantee_steps to be used to schedule on a per-step basis without worrying about unique start_percents, added Timestep Keyframe Interpolation and From List nodes to ease creation of Timestep Keyframe schedules, small cleanup/upkeep
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2024-05-14 04:05:18 -05:00 |
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Jedrzej Kosinski
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0556fd2265
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Fixed SparseCtrl not working with lowvram
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2024-04-04 14:35:28 -05:00 |
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Jedrzej Kosinski
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3bf357e662
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Removed extra empty line I accidentally added
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2024-04-02 23:43:49 -05:00 |
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Jedrzej Kosinski
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3e975bb841
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Fix for cases where predefined weights length doesn't match expected layer lengths (will need to generalize for for ControlLora to properly do soft weights for actual layer number)
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2024-04-02 23:40:48 -05:00 |
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Jedrzej Kosinski
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cb309c6078
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Added initial reference_adain and reference_adain+attn support
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2024-04-01 03:44:11 -05:00 |
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Jedrzej Kosinski
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829d10ddc0
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Fixed BIGMIN and BIGMAX to conform with javascript limits, pretty-fied deprecated node
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2024-03-31 01:30:07 -05:00 |
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Jedrzej Kosinski
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e5841d1759
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Added latent_kf and masking support (masks don't work per-area currently, but do work per-latent)
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2024-03-31 00:34:56 -05:00 |
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Jedrzej Kosinski
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111632917c
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Cleaned up ref cn so I can add more features
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2024-03-30 04:02:44 -05:00 |
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