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[Community Pipeline] Add 🪆Matryoshka Diffusion Models #9157

Merged
merged 137 commits into from
Oct 14, 2024
Merged

[Community Pipeline] Add 🪆Matryoshka Diffusion Models #9157

merged 137 commits into from
Oct 14, 2024

Commits on Aug 12, 2024

  1. a

    @tolgacangoz
    tolgacangoz committed Aug 12, 2024
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  2. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz authored Aug 12, 2024
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Commits on Aug 13, 2024

  1. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz authored Aug 13, 2024
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Commits on Aug 25, 2024

  1. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Aug 25, 2024
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Commits on Aug 26, 2024

  1. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Aug 26, 2024
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Commits on Aug 27, 2024

  1. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Aug 27, 2024
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  2. refactor: add ff_act_fn parameter to UNet2DConditionModel and `ge… 

    …t_down_block` for FF layers in attention
    @tolgacangoz
    tolgacangoz committed Aug 27, 2024
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Commits on Aug 29, 2024

  1. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Aug 29, 2024
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Commits on Sep 4, 2024

  1. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Sep 4, 2024
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Commits on Sep 5, 2024

  1. Study as an ordinary UNet model

    @tolgacangoz
    tolgacangoz committed Sep 5, 2024
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  2. make style

    @tolgacangoz
    tolgacangoz committed Sep 5, 2024
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  3. make fix-copies

    @tolgacangoz
    tolgacangoz committed Sep 5, 2024
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  4. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Sep 5, 2024
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  5. Up

    @tolgacangoz
    tolgacangoz committed Sep 5, 2024
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  6. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Sep 5, 2024
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Commits on Sep 6, 2024

  1. Up

    @tolgacangoz
    tolgacangoz committed Sep 6, 2024
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Commits on Sep 7, 2024

  1. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Sep 7, 2024
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Commits on Sep 12, 2024

  1. Fix timestep embedding conditioning in `MatryoshkaCombinedTimestepTex… 

    …tEmbedding`
    @tolgacangoz
    tolgacangoz committed Sep 12, 2024
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  2. make style

    @tolgacangoz
    tolgacangoz committed Sep 12, 2024
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  3. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Sep 12, 2024
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Commits on Sep 14, 2024

  1. Revert; cuz I should have created (probably) a new attention processo… 

    …r for Matryoshka models
    @tolgacangoz
    tolgacangoz committed Sep 14, 2024
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Commits on Sep 15, 2024

  1. Revert to create your own custom transformer block

    @tolgacangoz
    tolgacangoz committed Sep 15, 2024
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Commits on Sep 16, 2024

  1. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Sep 16, 2024
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  2. Init template for the pipeline

    @tolgacangoz
    tolgacangoz committed Sep 16, 2024
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  3. Add MatryoshkaTransformerBlock and MatryoshkaFeedForward classes

    @tolgacangoz
    tolgacangoz committed Sep 16, 2024
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  4. Revert

    @tolgacangoz
    tolgacangoz committed Sep 16, 2024
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  5. Add GELU activation function module

    @tolgacangoz
    tolgacangoz committed Sep 16, 2024
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Commits on Sep 17, 2024

  1. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Sep 17, 2024
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  2. Revert

    @tolgacangoz
    tolgacangoz committed Sep 17, 2024
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  3. Revert

    @tolgacangoz
    tolgacangoz committed Sep 17, 2024
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  4. make fix-copies

    @tolgacangoz
    tolgacangoz committed Sep 17, 2024
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  5. All in one file

    @tolgacangoz
    tolgacangoz committed Sep 17, 2024
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  6. Up

    @tolgacangoz
    tolgacangoz committed Sep 17, 2024
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  7. Replace MatryoshkaTransformerBlock with MatryoshkaTransformer2DModel

    @tolgacangoz
    tolgacangoz committed Sep 17, 2024
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  8. make style

    @tolgacangoz
    tolgacangoz committed Sep 17, 2024
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  9. Refactor MatryoshkaTransformer2DModel to add forward()and add `Ma… 

    …tryoshkaTransformer2DModelOutput`
    @tolgacangoz
    tolgacangoz committed Sep 17, 2024
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  10. make style

    @tolgacangoz
    tolgacangoz committed Sep 17, 2024
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  11. Up

    @tolgacangoz
    tolgacangoz committed Sep 17, 2024
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  12. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Sep 17, 2024
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Commits on Sep 18, 2024

  1. Remove redundant attention projections in MatryoshkaTransformerBlock

    @tolgacangoz
    tolgacangoz committed Sep 18, 2024
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  2. Up

    @tolgacangoz
    tolgacangoz committed Sep 18, 2024
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  3. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Sep 18, 2024
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  4. Fix shape issue

    @tolgacangoz
    tolgacangoz committed Sep 18, 2024
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  5. Up

    @tolgacangoz
    tolgacangoz committed Sep 18, 2024
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  6. make style

    @tolgacangoz
    tolgacangoz committed Sep 18, 2024
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  7. Up

    @tolgacangoz
    tolgacangoz committed Sep 18, 2024
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  8. Refactor condition embedding in `MatryoshkaCombinedTimestepTextEmbedd… 

    …ing`
    @tolgacangoz
    tolgacangoz committed Sep 18, 2024
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Commits on Sep 19, 2024

  1. Adapt DDIMScheduler for x_0 prediction by exploiting gammas

    @tolgacangoz
    tolgacangoz committed Sep 19, 2024
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  2. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Sep 19, 2024
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Commits on Sep 20, 2024

  1. Fix prev_timestep index

    @tolgacangoz
    tolgacangoz committed Sep 20, 2024
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  2. Up

    @tolgacangoz
    tolgacangoz committed Sep 20, 2024
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  3. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Sep 20, 2024
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  4. Fix normalization group size in MatryoshkaTransformerBlock

    @tolgacangoz
    tolgacangoz committed Sep 20, 2024
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  5. Refactor class names

    @tolgacangoz
    tolgacangoz committed Sep 20, 2024
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  6. Add NestedUNet2DConditionModel template

    @tolgacangoz
    tolgacangoz committed Sep 20, 2024
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  7. Adapt NestedUNet2DConditionModel initialization and configuration

    @tolgacangoz
    tolgacangoz committed Sep 20, 2024
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  8. make style

    @tolgacangoz
    tolgacangoz committed Sep 20, 2024
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  9. Add template of forward for NestedUNet2DConditionModel

    @tolgacangoz
    tolgacangoz committed Sep 20, 2024
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Commits on Sep 21, 2024

  1. Refactor NestedUNet2DConditionModel forward method

    @tolgacangoz
    tolgacangoz committed Sep 21, 2024
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  2. Refactor NestedUNet2DConditionModel forward method

    @tolgacangoz
    tolgacangoz committed Sep 21, 2024
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  3. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Sep 21, 2024
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  4. Fix NestedUNet2DConditionModel initialization

    @tolgacangoz
    tolgacangoz committed Sep 21, 2024
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  5. Up

    @tolgacangoz
    tolgacangoz committed Sep 21, 2024
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Commits on Sep 22, 2024

  1. Generalize MatryoshkaCombinedTimestepTextEmbedding for nesting leve… 

    …l 1 and 0
    @tolgacangoz
    tolgacangoz committed Sep 22, 2024
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  2. make style

    @tolgacangoz
    tolgacangoz committed Sep 22, 2024
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  3. Up

    @tolgacangoz
    tolgacangoz committed Sep 22, 2024
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Commits on Sep 23, 2024

  1. Generalize time projection for different model types in `MatryoshkaUN… 

    …et2DConditionModel`
    @tolgacangoz
    tolgacangoz committed Sep 23, 2024
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  2. Fix cond_emb usage

    @tolgacangoz
    tolgacangoz committed Sep 23, 2024
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Commits on Sep 24, 2024

  1. Up

    @tolgacangoz
    tolgacangoz committed Sep 24, 2024
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  2. style

    @tolgacangoz
    tolgacangoz committed Sep 24, 2024
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Commits on Sep 25, 2024

  1. Up

    @tolgacangoz
    tolgacangoz committed Sep 25, 2024
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  2. style

    @tolgacangoz
    tolgacangoz committed Sep 25, 2024
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  3. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Sep 25, 2024
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Commits on Sep 26, 2024

  1. Refactor NestedUNet2DConditionModel to handle sample_low conditio… 

    …nally
    @tolgacangoz
    tolgacangoz committed Sep 26, 2024
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  2. Simplify

    @tolgacangoz
    tolgacangoz committed Sep 26, 2024
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  3. Refactor MatryoshkaDDIMScheduler to use alpha_prod instead of `ga… 

    …mmas` in `get_schedule_shifted`
    @tolgacangoz
    tolgacangoz committed Sep 26, 2024
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  4. Refactor MatryoshkaDDIMScheduler to remove unused import and simpli… 

    …fy return statement in `NestedUNet2DConditionModel`
    @tolgacangoz
    tolgacangoz committed Sep 26, 2024
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  5. Refactor NestedUNet2DConditionModel to handle inner_config condit… 

    …ionally
    @tolgacangoz
    tolgacangoz committed Sep 26, 2024
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  6. Refactor _set_time_proj to handle with micro_conditioning_scale c… 

    …onditionally for nesting_levels 1 and 2
    @tolgacangoz
    tolgacangoz committed Sep 26, 2024
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Commits on Sep 27, 2024

  1. Generalize for nesting_level=2

    @tolgacangoz
    tolgacangoz committed Sep 27, 2024
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  2. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Sep 27, 2024
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Commits on Sep 28, 2024

  1. Refactor MatryoshkaUNet2DConditionModel and `NestedUNet2DConditionM… 

    …odel` constructors
    @tolgacangoz
    tolgacangoz committed Sep 28, 2024
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  2. Cleansing

    @tolgacangoz
    tolgacangoz committed Sep 28, 2024
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  3. Clean up the NestedUNet2DConditionModel constructor

    @tolgacangoz
    tolgacangoz committed Sep 28, 2024
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  4. No need for VAE

    @tolgacangoz
    tolgacangoz committed Sep 28, 2024
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  5. Up

    @tolgacangoz
    tolgacangoz committed Sep 28, 2024
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  6. style

    @tolgacangoz
    tolgacangoz committed Sep 28, 2024
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  7. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Sep 28, 2024
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Commits on Sep 29, 2024

  1. Refactor MatryoshkaUNet2DConditionModel and MatryoshkaPipeline 

    - Update `MatryoshkaUNet2DConditionModel` to include `cond_emb` in `get_aug_embed` method.
- Remove the last timestep from `timesteps` in `MatryoshkaPipeline`.
- Adjust the timestep index in `MatryoshkaPipeline` to `t - 1` instead of `t`.
    @tolgacangoz
    tolgacangoz committed Sep 29, 2024
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  2. Remove safety checker

    @tolgacangoz
    tolgacangoz committed Sep 29, 2024
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  3. style

    @tolgacangoz
    tolgacangoz committed Sep 29, 2024
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  4. Refactor 'NestedUNet2DConditionModel' to add 'sample_size' parameter … 

    …at initialization
    @tolgacangoz
    tolgacangoz committed Sep 29, 2024
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Commits on Sep 30, 2024

  1. Up

    @tolgacangoz
    tolgacangoz committed Sep 30, 2024
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  2. Refactor 'MatryoshkaPipeline' to process multiple images for nesting_… 

    …level > 0
    @tolgacangoz
    tolgacangoz committed Sep 30, 2024
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  3. revert the last

    @tolgacangoz
    tolgacangoz committed Sep 30, 2024
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  4. Refactor 'MatryoshkaDDIMScheduler' to handle multiple model outputs f… 

    …or variance calculation
    @tolgacangoz
    tolgacangoz committed Sep 30, 2024
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Commits on Oct 2, 2024

  1. Refactor 'MatryoshkaPipeline' to remove unused 'model_type' property

    @tolgacangoz
    tolgacangoz committed Oct 2, 2024
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  2. Fix masking

    @tolgacangoz
    tolgacangoz committed Oct 2, 2024
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  3. style

    @tolgacangoz
    tolgacangoz committed Oct 2, 2024
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  4. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Oct 2, 2024
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Commits on Oct 3, 2024

  1. Fix and improve mask handling

    @tolgacangoz
    tolgacangoz committed Oct 3, 2024
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  2. style

    @tolgacangoz
    tolgacangoz committed Oct 3, 2024
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  3. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Oct 3, 2024
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Commits on Oct 4, 2024

  1. style

    @tolgacangoz
    tolgacangoz committed Oct 4, 2024
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  2. Fix mask handling

    @tolgacangoz
    tolgacangoz committed Oct 4, 2024
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  3. Refactor attention mask handling in Matryoshka models

    @tolgacangoz
    tolgacangoz committed Oct 4, 2024
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  4. Refactor attention mask handling in Matryoshka models

    @tolgacangoz
    tolgacangoz committed Oct 4, 2024
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Commits on Oct 5, 2024

  1. Fix mask handling for nesting_level=2

    @tolgacangoz
    tolgacangoz committed Oct 5, 2024
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  2. Attempt for scheduler usage generalization

    @tolgacangoz
    tolgacangoz committed Oct 5, 2024
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  3. Equalize tokenizer usage fully

    @tolgacangoz
    tolgacangoz committed Oct 5, 2024
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  4. style

    @tolgacangoz
    tolgacangoz committed Oct 5, 2024
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Commits on Oct 6, 2024

  1. Up

    @tolgacangoz
    tolgacangoz committed Oct 6, 2024
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Commits on Oct 7, 2024

  1. Refactor matryoshka.py to include proper licensing and attribution

    @tolgacangoz
    tolgacangoz committed Oct 7, 2024
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  2. Refactor matryoshka.py to remove deprecated _encode_prompt() method

    @tolgacangoz
    tolgacangoz committed Oct 7, 2024
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  3. Refactor matryoshka.py to include nesting levels for the UNet model

    @tolgacangoz
    tolgacangoz committed Oct 7, 2024
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  4. Up

    @tolgacangoz
    tolgacangoz committed Oct 7, 2024
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Commits on Oct 8, 2024

  1. Fix scaling issue for high resolutions

    @tolgacangoz
    tolgacangoz committed Oct 8, 2024
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  2. Add self.change_nesting_level(int) function

    @tolgacangoz
    tolgacangoz committed Oct 8, 2024
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Commits on Oct 10, 2024

  1. Refactor matryoshka.py to handle multiple model outputs in `Matryos… 

    …hkaDDIMScheduler` for `use_clipped_model_output` param
    @tolgacangoz
    tolgacangoz committed Oct 10, 2024
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  2. This model uses this.

    @tolgacangoz
    tolgacangoz committed Oct 10, 2024
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  3. Move extra_step_kwargs

    @tolgacangoz
    tolgacangoz committed Oct 10, 2024
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  4. style

    @tolgacangoz
    tolgacangoz committed Oct 10, 2024
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Commits on Oct 11, 2024

  1. Refactor optional components in MatryoshkaPipeline

    @tolgacangoz
    tolgacangoz committed Oct 11, 2024
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  2. Simplify

    @tolgacangoz
    tolgacangoz committed Oct 11, 2024
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  3. Add 🪆Matryoshka Diffusion Models to community pipelines in Readme.md

    @tolgacangoz
    tolgacangoz committed Oct 11, 2024
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  4. Update example usage

    @tolgacangoz
    tolgacangoz committed Oct 11, 2024
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Commits on Oct 13, 2024

  1. Refactor MatryoshkaTransformerBlock to use `MatryoshkaFusedAttnProc… 

    …essor2_0`
    @tolgacangoz
    tolgacangoz committed Oct 13, 2024
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  2. style

    @tolgacangoz
    tolgacangoz committed Oct 13, 2024
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  3. simplify

    @tolgacangoz
    tolgacangoz committed Oct 13, 2024
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  4. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz committed Oct 13, 2024
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  5. Add trust_remote_code=True requirement for custom components

    @tolgacangoz
    tolgacangoz committed Oct 13, 2024
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  6. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz authored Oct 13, 2024
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  7. revert

    @tolgacangoz
    tolgacangoz committed Oct 13, 2024
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  8. Merge branch 'Add-Matryoshka-Diffusion-Models' of github.com:tolgacan… 

    …goz/diffusers into Add-Matryoshka-Diffusion-Models
    @tolgacangoz
    tolgacangoz committed Oct 13, 2024
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Commits on Oct 14, 2024

  1. Update README.md

    @tolgacangoz
    tolgacangoz authored Oct 14, 2024
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  2. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz authored Oct 14, 2024
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  3. Merge branch 'main' into Add-Matryoshka-Diffusion-Models

    @tolgacangoz
    tolgacangoz authored Oct 14, 2024
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