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Commits on Aug 18, 2025

• fix(training_utils): wrap device in list for DiffusionPipeline (#12178)

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  MengAiDev

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  sayakpaul

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  9918d13

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Commits on Jul 16, 2025

• [training] add an offload utility that can be used as a context manager. (#11775)

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  sayakpaul

  and

  linoytsaban

  authored
  9c13f86

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Commits on Jun 26, 2025

• Kontext training (#11813)

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  3 peopleauthored
  00f95b9

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Commits on Jun 16, 2025

• [training] show how metadata stuff should be incorporated in training scripts. (#11707)

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  sayakpaul

  and

  linoytsaban

  authored
  f0dba33

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Commits on May 19, 2025

• Use HF Papers (#11567)

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  qgallouedec

  and

  github-actions[bot]

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  c8bb1ff

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Commits on Apr 9, 2025

• Update Ruff to latest Version (#10919)

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  DN6

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  edc154d

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Commits on Feb 1, 2025

• feat(training-utils): support device and dtype params in compute_density_for_timestep_sampling (#10699)

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  badayvedat

  and

  sayakpaul

  authored
  9f28f1a

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Commits on Jan 21, 2025

• Enable dreambooth lora finetune example on other devices (#10602)

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  jiqing-feng

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  012d08b

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Commits on Nov 4, 2024

• Refac training utils.py (#9815)

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  RogerSinghChugh

  and

  sayakpaul

  authored
  a3cc641

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Commits on Nov 1, 2024

• Fixes EMAModel "from_pretrained" method (#9779)

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  SahilCarterr

  and

  sayakpaul

  authored
  f55f1f7

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Commits on Oct 25, 2024

• [bugfix] bugfix for npu free memory (#9640)

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  leisuzz

  and

  sayakpaul

  authored
  94643fa

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Commits on Oct 16, 2024

• Resolves [BUG] 'GatheredParameters' object is not callable (#9614)

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  charchit7

  and

  a-r-r-o-w

  authored
  29a2c5d

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Commits on Oct 15, 2024

• [doc] Fix some docstrings in `src/diffusers/training_utils.py` (#9606)

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  mreraser

  and

  sayakpaul

  authored
  355bb64

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Commits on Sep 28, 2024

• [chore] fix: retain memory utility. (#9543)

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  sayakpaul

  authored
  8e7d6c0

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Commits on Sep 3, 2024

• chore: add a cleaning utility to be useful during training. (#9240)

  sayakpaul

  authored
  8ba90aa

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Commits on Aug 27, 2024

• Replace transformers.deepspeed with transformers.integrations.deepspeed (#9281)

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  salcc

  and

  sayakpaul

  authored
  9aca79f

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Commits on Jun 24, 2024

• Add extra performance features for EMAModel, torch._foreach operations and better support for non-blocking CPU offloading (#7685)

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  3 peopleauthored
  2ada094

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Commits on Jun 18, 2024

• [SD3 training] refactor the density and weighting utilities. (#8591)

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  sayakpaul

  authored
  4edde13

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Commits on Jun 1, 2024

• Fix DREAM training (#8302)

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  4 peopleauthored
  bc108e1

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Commits on Apr 27, 2024

• Add DREAM training (#6381)

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  AmericanPresidentJimmyCarter

  and

  Jimmy

  authored
  9d16daa

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Commits on Mar 9, 2024

• Add npu support (#7144)

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  MengqingCao

  authored
  e6ff752

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Commits on Feb 1, 2024

• add is_torchvision_available (#6800)

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  yiyixuxu

  and

  yiyixuxu

  authored
  093a03a

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Commits on Jan 31, 2024

• fix torchvision import (#6796)

  patrickvonplaten

  authored
  c3369f5

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Commits on Jan 15, 2024

• [Training Utils] create a utility for casting the lora params during training. (#6553)

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  sayakpaul

  authored
  a080f0d

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Commits on Jan 12, 2024

• [Training] fix training resuming problem when using FP16 (SDXL LoRA DreamBooth) (#6514)

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  sayakpaul

  authored
  79df503

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Commits on Jan 5, 2024

• Improve LCM(-LoRA) Distillation Scripts (#6420)

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  dg845

  authored
  f3d1333

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Commits on Dec 2, 2023

• [LoRA serialization] fix: duplicate unet prefix problem. (#5991)

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  sayakpaul

  and

  patrickvonplaten

  authored
  d486f0e

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Commits on Oct 11, 2023

• [Examples] use loralinear instead of depecrecated lora attn procs. (#5331)

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  sayakpaul

  authored
  0fa32bd

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Commits on Sep 27, 2023

• [Examples] add `compute_snr()` to training utils. (#5188)

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  sayakpaul

  authored
  cdcc01b

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Commits on Jun 22, 2023

• fix: random module seeding (#3846)

  sayakpaul

  authored
  13e781f

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Commits on May 22, 2023

• Refactor full determinism (#3485)

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  patrickvonplaten

  authored
  51843fd

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Commits on May 11, 2023

• [deepspeed] partial ZeRO-3 support (#3076)

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  stas00

  and

  patrickvonplaten

  authored
  af2a237

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Commits on Mar 6, 2023

• ema step, don't empty cuda cache (#2563)

  williamberman

  authored
  f727863

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Commits on Feb 16, 2023

• [Utils] Adds `store()` and `restore()` methods to EMAModel (#2302)

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  4 peopleauthored
  6eaebe8

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Commits on Feb 8, 2023

• EMA: fix `state_dict()` and `load_state_dict()` & add `cur_decay_value` (#2146)

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  chenguolin

  authored
  9d0d070

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