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python-diffusers

pyprojectDepMismatch 1DepChanges 8

State-of-the-art diffusion models for image, video, and audio generation in PyTorch

Current
0.38.0
Candidate
0.42.1
License
Apache-2.0

Build

TargetResultLast successful versionSucceeded at
rva23
0.38.0
rva20
0.38.0
x86_64
0.38.0

RuntimeDeps

DependencyObserved sourceCurrent requirementCandidate requirement
filelock
3.29.0
any version✓
any version✓
httpx
0.28.1
<1.0.0✓
Not observed
huggingface-hub
1.16.0
<2.0,>=0.34.0✓
<3.0,>=1.32.0✗
importlib_metadata
9.0.0
any version✓
any version✓
numpy
2.4.6
any version✓
any version✓
Pillow
13.0.0
any version✓
any version✓
regex
2026.1.15
!=2019.12.17✓
!=2019.12.17✓
requests
2.33.1
any version✓
any version✓
safetensors
0.8.0
>=0.8.0-rc.0✓
>=0.8.0✓
Python
3.14.9
>=3.10.0✓
>=3.11.0✓

Optional RuntimeDeps

DependencyObserved sourceCurrent requirementCandidate requirement
accelerate
1.13.0
>=0.31.0?
>=0.31.0?
bitsandbytesUnmapped
—
>=0.43.3
>=0.43.3
compelUnmapped
—
==0.1.8
Not observed
datasets
5.0.1
any version?
any version?
flashpackUnmapped
—
any version
any version
flaxUnmapped
—
>=0.4.1
Not observed
ftfy
6.3.1
any version?
any version?
gguf
0.19.0
>=0.10.0?
>=0.10.0?
GitPython
3.2.1
<3.1.19?
<3.1.19?
hf-doc-builderUnmapped
—
>=0.3.0
>=0.3.0
invisible-watermarkUnmapped
—
>=0.2.0
>=0.2.0
isortUnmapped
—
>=5.5.4
>=5.5.4
jaxUnmapped
—
>=0.4.1
Not observed
jaxlibUnmapped
—
>=0.4.1
Not observed
Jinja2
3.1.6
any version?
any version?
librosaUnmapped
—
any version
any version
llvmlite
0.48.0
Not observed
>=0.40.0?
numba
0.66.0
Not observed
>=0.57.0?
nvidia_modelopt[hf]Unmapped
—
>=0.33.1
>=0.33.1
optimum_quantoUnmapped
—
>=0.2.6
>=0.2.6
parameterized
0.9.0
any version?
any version?
peft
0.19.1
>=0.17.0?
>=0.17.0?
phonemizer
3.3.0
any version?
any version?
protobuf
7.35.1
<4,>=3.20.3?
<4,>=3.20.3?
pytest
9.0.3
any version?
any version?
pytest-timeout
2.4.0
any version?
any version?
pytest-xdist
3.8.0
any version?
any version?
requests-mock
1.12.1
==1.10.0?
==1.10.0?
ruffUnmapped
—
==0.9.10
==0.9.10
safetensors
0.8.0
>=0.8.0-rc.0?
>=0.8.0?
scipy
1.17.1
any version?
any version?
sdnqUnmapped
—
Not observed
>=0.2.2
sentencepiece
0.2.1
!=0.1.92,>=0.1.91?
!=0.1.92,>=0.1.91?
tensorboardUnmapped
—
any version
any version
tiktoken
0.12.0
>=0.7.0?
>=0.7.0?
timm
1.0.28
any version?
any version?
torch
2.13.0
>=1.4?
>=2.6?
torchaoUnmapped
—
>=0.7.0
>=0.15.0
torchsdeUnmapped
—
any version
any version
torchvision
0.28.0
any version?
any version?
transformers
5.12.1
>=4.41.2?
>=4.41.2?
urllib3
2.8.0
<=2.0.0?
<=2.0.0?
Dependency conditions
  • accelerate>=0.31.0?
    Applies when (any)
    extra == "bitsandbytes"extra == "dev"extra == "gguf"extra == "optimum-quanto"extra == "torch"extra == "torchao"extra == "training"
  • bitsandbytes>=0.43.3Unmapped
    Applies when (any)
    extra == "bitsandbytes"
  • compel==0.1.8Unmapped
    Applies when (any)
    extra == "dev"extra == "test"
  • datasetsany version?
    Applies when (any)
    extra == "dev"extra == "test"extra == "training"
  • flashpackany versionUnmapped
    Applies when (any)
    extra == "flashpack"
  • flax>=0.4.1Unmapped
    Applies when (any)
    extra == "dev"extra == "flax"
  • ftfyany version?
    Applies when (any)
    extra == "dev"extra == "test"
  • gguf>=0.10.0?
    Applies when (any)
    extra == "gguf"
  • GitPython<3.1.19?
    Applies when (any)
    extra == "dev"extra == "test"
  • hf-doc-builder>=0.3.0Unmapped
    Applies when (any)
    extra == "dev"extra == "docs"extra == "quality"
  • invisible-watermark>=0.2.0Unmapped
    Applies when (any)
    extra == "dev"extra == "test"
  • isort>=5.5.4Unmapped
    Applies when (any)
    extra == "dev"extra == "quality"
  • jax>=0.4.1Unmapped
    Applies when (any)
    extra == "dev"extra == "flax"
  • jaxlib>=0.4.1Unmapped
    Applies when (any)
    extra == "dev"extra == "flax"
  • Jinja2any version?
    Applies when (any)
    extra == "dev"extra == "test"extra == "training"
  • librosaany versionUnmapped
    Applies when (any)
    extra == "dev"extra == "test"
  • llvmliteUpgrade:>=0.40.0?
    Applies when (any)
    extra == "dev"extra == "test"
  • numbaUpgrade:>=0.57.0?
    Applies when (any)
    extra == "dev"extra == "test"
  • nvidia_modelopt[hf]>=0.33.1Unmapped
    Applies when (any)
    extra == "nvidia-modelopt"
  • optimum_quanto>=0.2.6Unmapped
    Applies when (any)
    extra == "optimum-quanto"
  • parameterizedany version?
    Applies when (any)
    extra == "dev"extra == "test"
  • peft>=0.17.0?
    Applies when (any)
    extra == "dev"extra == "training"
  • phonemizerany version?
    Applies when (any)
    extra == "dev"extra == "test"
  • protobuf<4,>=3.20.3?
    Applies when (any)
    extra == "dev"extra == "test"extra == "training"
  • pytestany version?
    Applies when (any)
    extra == "dev"extra == "test"
  • pytest-timeoutany version?
    Applies when (any)
    extra == "dev"extra == "test"
  • pytest-xdistany version?
    Applies when (any)
    extra == "dev"extra == "test"
  • requests-mock==1.10.0?
    Applies when (any)
    extra == "dev"extra == "test"
  • ruff==0.9.10Unmapped
    Applies when (any)
    extra == "dev"extra == "quality"
  • safetensors>=0.8.0-rc.0?→>=0.8.0?
    Applies when (any)
    extra == "dev"extra == "test"
  • scipyany version?
    Applies when (any)
    extra == "dev"extra == "test"
  • sdnqUpgrade:>=0.2.2Unmapped
    Applies when (any)
    extra == "sdnq"
  • sentencepiece!=0.1.92,>=0.1.91?
    Applies when (any)
    extra == "dev"extra == "test"
  • tensorboardany versionUnmapped
    Applies when (any)
    extra == "dev"extra == "training"
  • tiktoken>=0.7.0?
    Applies when (any)
    extra == "dev"extra == "test"
  • timmany version?
    Applies when (any)
    extra == "dev"extra == "training"
  • torch>=1.4?→>=2.6?
    Applies when (any)
    extra == "dev"extra == "torch"
  • torchao>=0.7.0→>=0.15.0Unmapped
    Applies when (any)
    extra == "torchao"
  • torchsdeany versionUnmapped
    Applies when (any)
    extra == "dev"extra == "test"
  • torchvisionany version?
    Applies when (any)
    extra == "dev"extra == "test"
  • transformers>=4.41.2?
    Applies when (any)
    extra == "dev"extra == "test"
  • urllib3<=2.0.0?
    Applies when (any)
    extra == "dev"extra == "quality"

Description

Diffusers is the go-to library for state-of-the-art pretrained diffusion models for generating images, audio, and even 3D structures of molecules. Whether you're looking for a simple inference solution or training your own diffusion models, Diffusers is a modular toolbox that supports both. The library is designed with a focus on usability over performance, simple over easy, and customizability over abstractions. Diffusers offers three core components: - State-of-the-art diffusion pipelines that can be run in inference with just a few lines of code. - Interchangeable noise schedulers for different diffusion speeds and output quality. - Pretrained models that can be used as building blocks, and combined with schedulers, for creating your own end-to-end diffusion systems.

Changelog

PR · 4

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