modelscope

Monthly downloads

3.6M

Weekly downloads

861.6K

GitHub stars

9.2K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version

1.40.2

Requires Python

>=3.10

Licence

Apache-2.0

Last Release

1 week ago

Author

ModelScope team

First Release

December 7, 2022

Total Releases

Python Versions

3 3.9 3.10 3.11 3.12

No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?

Downloads by OS

Linux 70.1K

Windows 14.4K

macOS 4.3K

Python Versions

3.12

44.2% 38.7K

3.11

19.0% 16.7K

3.10

18.6% 16.3K

3.13

15.1% 13.2K

3.14

3.0% 2.6K

Top Countries

56.2K

9.6K

3.7K

2.4K

2.1K

1.7K

1.4K

1.1K

10.

1.1K

Weekly Downloads

Last 7 days

861,636

Last 30 days

3,649,099

Peak week (to 2026-10-03)

914,925

2026-09-25 – 2026-10-10. Enable JavaScript for the interactive chart.

GitHub Stars

Current

9,164

Earliest (2026-09-26)

9,154

Change

+10

2026-09-26 – 2026-10-11. Enable JavaScript for the interactive chart.

Dependencies

507 optional dependencies

accelerate[cv]
extra == "cv"
accelerate[all]
extra == "all"
accelerate[multi-modal]
extra == "multi-modal"
addict[multi-modal]
extra == "multi-modal"
addict[nlp]
extra == "nlp"
addict[science]
extra == "science"
addict[cv]
extra == "cv"
addict[all]
extra == "all"
addict[audio]
extra == "audio"
addict[audio-asr]
extra == "audio-asr"
addict[audio-codec]
extra == "audio-codec"
addict[audio-kws]
extra == "audio-kws"
addict[audio-signal]
extra == "audio-signal"
addict[audio-tts]
extra == "audio-tts"
addict[datasets]
extra == "datasets"
addict[framework]
extra == "framework"
albumentations>=1.0.3[all]
extra == "all"
albumentations>=1.0.3[cv]
extra == "cv"
attrs[cv]
extra == "cv"
attrs[datasets]
extra == "datasets"
attrs[framework]
extra == "framework"
attrs[multi-modal]
extra == "multi-modal"
attrs[nlp]
extra == "nlp"
attrs[science]
extra == "science"
attrs[audio-signal]
extra == "audio-signal"
attrs[audio-tts]
extra == "audio-tts"
attrs[audio-codec]
extra == "audio-codec"
attrs[audio-asr]
extra == "audio-asr"
attrs[audio]
extra == "audio"
attrs[all]
extra == "all"
attrs[audio-kws]
extra == "audio-kws"
av>=9.2.0[all]
extra == "all"
av>=9.2.0[cv]
extra == "cv"
biopython[all]
extra == "all"
biopython[science]
extra == "science"
bitstring[audio-tts]
extra == "audio-tts"
bitstring[audio]
extra == "audio"
bmt-clipit>=1.0[all]
extra == "all"
bmt-clipit>=1.0[cv]
extra == "cv"
boto3[all]
extra == "all"
boto3[nlp]
extra == "nlp"
chumpy[cv]
extra == "cv"
chumpy[all]
extra == "all"
clip>=1.0[cv]
extra == "cv"
clip>=1.0[all]
extra == "all"
cloudpickle[multi-modal]
extra == "multi-modal"
cloudpickle[all]
extra == "all"
control-ldm[all]
extra == "all"
control-ldm[cv]
extra == "cv"
datasets<=4.8.4,>=4.0.0[cv]
extra == "cv"
datasets<=4.8.4,>=4.0.0[datasets]
extra == "datasets"
datasets<=4.8.4,>=4.0.0[framework]
extra == "framework"
datasets<=4.8.4,>=4.0.0[multi-modal]
extra == "multi-modal"
datasets<=4.8.4,>=4.0.0[nlp]
extra == "nlp"
datasets<=4.8.4,>=4.0.0[science]
extra == "science"
datasets<=4.8.4,>=4.0.0[audio-codec]
extra == "audio-codec"
datasets<=4.8.4,>=4.0.0[audio-kws]
extra == "audio-kws"
datasets<=4.8.4,>=4.0.0[audio-signal]
extra == "audio-signal"
datasets<=4.8.4,>=4.0.0[audio-tts]
extra == "audio-tts"
datasets<=4.8.4,>=4.0.0[audio]
extra == "audio"
datasets<=4.8.4,>=4.0.0[all]
extra == "all"
datasets<=4.8.4,>=4.0.0[audio-asr]
extra == "audio-asr"
ddpm-guided-diffusion==0.0.0[cv]
extra == "cv"
ddpm-guided-diffusion==0.0.0[all]
extra == "all"
decord>=0.6.0[all]
extra == "all"
decord>=0.6.0[multi-modal]
extra == "multi-modal"
diffusers[cv]
extra == "cv"
diffusers[all]
extra == "all"
diffusers>=0.25.0[multi-modal]
extra == "multi-modal"
docutils>=0.16.0[docs]
extra == "docs"
easydict[all]
extra == "all"
easydict[cv]
extra == "cv"
edit-distance[all]
extra == "all"
edit-distance[cv]
extra == "cv"
einops[cv]
extra == "cv"
einops[datasets]
extra == "datasets"
einops[framework]
extra == "framework"
einops[multi-modal]
extra == "multi-modal"
einops[nlp]
extra == "nlp"
einops[science]
extra == "science"
einops[audio-codec]
extra == "audio-codec"
einops[audio-asr]
extra == "audio-asr"
einops[audio-kws]
extra == "audio-kws"
einops[audio]
extra == "audio"
einops[audio-tts]
extra == "audio-tts"
einops[audio-signal]
extra == "audio-signal"
einops[all]
extra == "all"
embeddings[all]
extra == "all"
embeddings[nlp]
extra == "nlp"
expecttest[tests]
extra == "tests"
face-alignment>=1.3.5[all]
extra == "all"
face-alignment>=1.3.5[cv]
extra == "cv"
fairscale>=0.4.1[all]
extra == "all"
fairscale>=0.4.1[cv]
extra == "cv"
fairseq-fixed==0.12.3.1[all]
extra == "all"
fairseq-fixed==0.12.3.1[multi-modal]
extra == "multi-modal"
fastai>=1.0.51[cv]
extra == "cv"
fastai>=1.0.51[all]
extra == "all"
fastapi[server]
extra == "server"
fastapi[all]
extra == "all"
ffmpeg>=1.4[cv]
extra == "cv"
ffmpeg>=1.4[all]
extra == "all"
ffmpeg-python>=0.2.0[cv]
extra == "cv"
ffmpeg-python>=0.2.0[all]
extra == "all"
filelock[hub]
extra == "hub"
filelock[all]
extra == "all"
filelock[nlp]
extra == "nlp"
flake8[tests]
extra == "tests"
ftfy[nlp]
extra == "nlp"
ftfy[all]
extra == "all"
ftfy[cv]
extra == "cv"
ftfy>=6.0.3[multi-modal]
extra == "multi-modal"
funasr>=1.0.0[audio-asr]
extra == "audio-asr"
funasr>=1.0.0[audio]
extra == "audio"
fvcore[all]
extra == "all"
fvcore[cv]
extra == "cv"
greenlet>=1.1.2[audio]
extra == "audio"
greenlet>=1.1.2[audio-tts]
extra == "audio-tts"
hdbscan[audio]
extra == "audio"
hdbscan[audio-signal]
extra == "audio-signal"
hyperpyyaml[audio]
extra == "audio"
hyperpyyaml[audio-signal]
extra == "audio-signal"
imageio>=2.9.0[cv]
extra == "cv"
imageio>=2.9.0[all]
extra == "all"
imageio-ffmpeg>=0.4.2[cv]
extra == "cv"
imageio-ffmpeg>=0.4.2[all]
extra == "all"
imgaug>=0.4.0[cv]
extra == "cv"
imgaug>=0.4.0[all]
extra == "all"
inflect[audio-tts]
extra == "audio-tts"
inflect[audio]
extra == "audio"
iopath[science]
extra == "science"
iopath[all]
extra == "all"
ipdb[all]
extra == "all"
ipdb[science]
extra == "science"
isort>=4.3.21[tests]
extra == "tests"
jedi>=0.18.1[audio-tts]
extra == "audio-tts"
jedi>=0.18.1[audio]
extra == "audio"
jieba>=0.42.1[all]
extra == "all"
jieba>=0.42.1[nlp]
extra == "nlp"
kaldiio[audio-kws]
extra == "audio-kws"
kaldiio[audio]
extra == "audio"
kantts[audio]
extra == "audio"
kantts[audio-tts]
extra == "audio-tts"
kornia>=0.5.0[all]
extra == "all"
kornia>=0.5.0[cv]
extra == "cv"
librosa==0.10.1[all]
extra == "all"
librosa==0.10.1[audio]
extra == "audio"
librosa==0.10.1[audio-signal]
extra == "audio-signal"
librosa==0.10.1[audio-tts]
extra == "audio-tts"
librosa==0.10.1[multi-modal]
extra == "multi-modal"
lmdb[all]
extra == "all"
lmdb[cv]
extra == "cv"
lmdb[science]
extra == "science"
lpips[cv]
extra == "cv"
lpips[all]
extra == "all"
lxml[audio-tts]
extra == "audio-tts"
lxml[audio]
extra == "audio"
matplotlib[nlp]
extra == "nlp"
matplotlib>=3.8.0[cv]
extra == "cv"
matplotlib[audio-tts]
extra == "audio-tts"
matplotlib[audio-kws]
extra == "audio-kws"
matplotlib[audio]
extra == "audio"
matplotlib>=3.8.0[all]
extra == "all"
megatron-util[nlp]
extra == "nlp"
megatron-util[all]
extra == "all"
mindaec==0.0.2[audio]
extra == "audio"
mindaec==0.0.2[audio-signal]
extra == "audio-signal"
mir-eval>=0.7[audio-signal]
extra == "audio-signal"
mir-eval>=0.7[audio]
extra == "audio"
ml-collections[all]
extra == "all"
ml-collections[cv]
extra == "cv"
ml-collections[science]
extra == "science"
mmcls>=0.21.0[cv]
extra == "cv"
mmcls>=0.21.0[all]
extra == "all"
mmdet<=2.28.2,>=2.25.0[cv]
extra == "cv"
mmdet<=2.28.2,>=2.25.0[all]
extra == "all"
mmdet3d==1.0.0a1[all]
extra == "all"
mmdet3d==1.0.0a1[cv]
extra == "cv"
mmsegmentation<=0.30.0[cv]
extra == "cv"
mmsegmentation<=0.30.0[all]
extra == "all"
modelscope-hub>=0.4.6[hub]
extra == "hub"
modelscope-hub>=0.4.6[all]
extra == "all"
moviepy==1.0.3[all]
extra == "all"
moviepy==1.0.3[cv]
extra == "cv"
ms-funcodec>=0.2.0[audio]
extra == "audio"
ms-funcodec>=0.2.0[audio-codec]
extra == "audio-codec"
msgpack>=1.0.4[audio-tts]
extra == "audio-tts"
msgpack>=1.0.4[audio]
extra == "audio"
myst-parser[docs]
extra == "docs"
nerfacc==0.2.2[cv]
extra == "cv"
nerfacc==0.2.2[all]
extra == "all"
networkx[cv]
extra == "cv"
networkx[all]
extra == "all"
nltk[all]
extra == "all"
nltk[nlp]
extra == "nlp"
numba[cv]
extra == "cv"
numba[all]
extra == "all"
omegaconf[cv]
extra == "cv"
omegaconf[all]
extra == "all"
onnx[cv]
extra == "cv"
onnx[all]
extra == "all"
onnxruntime>=1.10[cv]
extra == "cv"
onnxruntime>=1.10[all]
extra == "all"
onnxsim[cv]
extra == "cv"
onnxsim[all]
extra == "all"
open-clip-torch>=2.7.0[all]
extra == "all"
open-clip-torch>=2.7.0[cv]
extra == "cv"
opencv-python[all]
extra == "all"
opencv-python[cv]
extra == "cv"
opencv-python[multi-modal]
extra == "multi-modal"
oss2[all]
extra == "all"
oss2[datasets]
extra == "datasets"
packaging[all]
extra == "all"
packaging[hub]
extra == "hub"
paint-ldm[all]
extra == "all"
paint-ldm[cv]
extra == "cv"
pandas[nlp]
extra == "nlp"
pandas[all]
extra == "all"
pandas[cv]
extra == "cv"
panopticapi[cv]
extra == "cv"
panopticapi[all]
extra == "all"
parso>=0.8.3[audio]
extra == "audio"
parso>=0.8.3[audio-tts]
extra == "audio-tts"
pexpect>=4.8.0[audio]
extra == "audio"
pexpect>=4.8.0[audio-tts]
extra == "audio-tts"
pickleshare>=0.7.5[audio]
extra == "audio"
pickleshare>=0.7.5[audio-tts]
extra == "audio-tts"
pillow[framework]
extra == "framework"
pillow[all]
extra == "all"
pillow[audio]
extra == "audio"
pillow[audio-asr]
extra == "audio-asr"
pillow[audio-codec]
extra == "audio-codec"
pillow[audio-kws]
extra == "audio-kws"
pillow[audio-signal]
extra == "audio-signal"
pillow[audio-tts]
extra == "audio-tts"
pillow[cv]
extra == "cv"
pillow[datasets]
extra == "datasets"
pillow[multi-modal]
extra == "multi-modal"
pillow[nlp]
extra == "nlp"
pillow[science]
extra == "science"
plyfile>=0.7.4[all]
extra == "all"
plyfile>=0.7.4[cv]
extra == "cv"
pre-commit[tests]
extra == "tests"
prompt-toolkit>=3.0.30[audio-tts]
extra == "audio-tts"
prompt-toolkit>=3.0.30[audio]
extra == "audio"
protobuf<3.21.0,>=3.19.0[nlp]
extra == "nlp"
protobuf<3.21.0,>=3.19.0[all]
extra == "all"
protobuf[audio-tts]
extra == "audio-tts"
protobuf[audio]
extra == "audio"
psutil[all]
extra == "all"
psutil[cv]
extra == "cv"
ptflops[audio]
extra == "audio"
ptflops[audio-tts]
extra == "audio-tts"
ptyprocess>=0.7.0[audio-tts]
extra == "audio-tts"
ptyprocess>=0.7.0[audio]
extra == "audio"
py-sound-connect>=0.1[audio]
extra == "audio"
py-sound-connect>=0.1[audio-kws]
extra == "audio-kws"
pyclipper[cv]
extra == "cv"
pyclipper[all]
extra == "all"
pycocoevalcap>=1.2[all]
extra == "all"
pycocoevalcap>=1.2[multi-modal]
extra == "multi-modal"
pycocotools>=2.0.4[all]
extra == "all"
pycocotools>=2.0.4[multi-modal]
extra == "multi-modal"
pydot[multi-modal]
extra == "multi-modal"
pydot[all]
extra == "all"
pygments>=2.12.0[audio]
extra == "audio"
pygments>=2.12.0[audio-tts]
extra == "audio-tts"
pymcubes<=0.1.4[cv]
extra == "cv"
pymcubes<=0.1.4[all]
extra == "all"
pythainlp[all]
extra == "all"
pythainlp[nlp]
extra == "nlp"
python-dateutil>=2.1[audio-kws]
extra == "audio-kws"
python-dateutil>=2.1[audio-signal]
extra == "audio-signal"
python-dateutil>=2.1[audio-tts]
extra == "audio-tts"
python-dateutil>=2.1[cv]
extra == "cv"
python-dateutil>=2.1[datasets]
extra == "datasets"
python-dateutil>=2.1[framework]
extra == "framework"
python-dateutil>=2.1[multi-modal]
extra == "multi-modal"
python-dateutil>=2.1[nlp]
extra == "nlp"
python-dateutil>=2.1[science]
extra == "science"
python-dateutil>=2.1[audio-codec]
extra == "audio-codec"
python-dateutil>=2.1[audio-asr]
extra == "audio-asr"
python-dateutil>=2.1[audio]
extra == "audio"
python-dateutil>=2.1[all]
extra == "all"
pytorch-lightning[all]
extra == "all"
pytorch-lightning[cv]
extra == "cv"
pytorch-lightning<=1.7.7[multi-modal]
extra == "multi-modal"
pytorch-wavelets[audio-tts]
extra == "audio-tts"
pytorch-wavelets[audio]
extra == "audio"
pyvi[all]
extra == "all"
pyvi[nlp]
extra == "nlp"
pywavelets>=1.0.0[audio-tts]
extra == "audio-tts"
pywavelets>=1.0.0[audio]
extra == "audio"
pyyaml>=5.4[audio-kws]
extra == "audio-kws"
pyyaml>=5.4[audio-signal]
extra == "audio-signal"
pyyaml>=5.4[audio-tts]
extra == "audio-tts"
pyyaml>=5.4[cv]
extra == "cv"
pyyaml>=5.4[framework]
extra == "framework"
pyyaml>=5.4[multi-modal]
extra == "multi-modal"
pyyaml>=5.4[nlp]
extra == "nlp"
pyyaml>=5.4[science]
extra == "science"
pyyaml>=5.4[audio-codec]
extra == "audio-codec"
pyyaml>=5.4[audio-asr]
extra == "audio-asr"
pyyaml>=5.4[audio]
extra == "audio"
pyyaml>=5.4[all]
extra == "all"
rapidfuzz[multi-modal]
extra == "multi-modal"
rapidfuzz[all]
extra == "all"
recommonmark[docs]
extra == "docs"
regex[cv]
extra == "cv"
regex[nlp]
extra == "nlp"
regex[all]
extra == "all"
requests>=2.25[hub]
extra == "hub"
requests>=2.25[all]
extra == "all"
rotary-embedding-torch>=0.1.5[audio-signal]
extra == "audio-signal"
rotary-embedding-torch>=0.1.5[audio]
extra == "audio"
rouge[nlp]
extra == "nlp"
rouge[all]
extra == "all"
rouge-score<=0.0.4[multi-modal]
extra == "multi-modal"
rouge-score<=0.0.4[all]
extra == "all"
sacrebleu[all]
extra == "all"
sacrebleu[multi-modal]
extra == "multi-modal"
sacremoses>=0.0.41[all]
extra == "all"
sacremoses>=0.0.41[nlp]
extra == "nlp"
safetensors[multi-modal]
extra == "multi-modal"
safetensors[all]
extra == "all"
scikit-image[all]
extra == "all"
scikit-image[cv]
extra == "cv"
scikit-learn[audio-tts]
extra == "audio-tts"
scikit-learn[nlp]
extra == "nlp"
scikit-learn[all]
extra == "all"
scikit-learn[audio]
extra == "audio"
scikit-learn[cv]
extra == "cv"
scipy[audio-tts]
extra == "audio-tts"
scipy[audio-codec]
extra == "audio-codec"
scipy[audio-asr]
extra == "audio-asr"
scipy[audio]
extra == "audio"
scipy[all]
extra == "all"
scipy[datasets]
extra == "datasets"
scipy[framework]
extra == "framework"
scipy[multi-modal]
extra == "multi-modal"
scipy[nlp]
extra == "nlp"
scipy[science]
extra == "science"
scipy[audio-kws]
extra == "audio-kws"
scipy[audio-signal]
extra == "audio-signal"
scipy[cv]
extra == "cv"
sentencepiece[all]
extra == "all"
sentencepiece[nlp]
extra == "nlp"
seqeval[nlp]
extra == "nlp"
seqeval[all]
extra == "all"
setuptools[science]
extra == "science"
setuptools[all]
extra == "all"
setuptools[audio]
extra == "audio"
setuptools[audio-asr]
extra == "audio-asr"
setuptools[audio-codec]
extra == "audio-codec"
setuptools[audio-kws]
extra == "audio-kws"
setuptools[audio-signal]
extra == "audio-signal"
setuptools[audio-tts]
extra == "audio-tts"
setuptools[cv]
extra == "cv"
setuptools[datasets]
extra == "datasets"
setuptools[framework]
extra == "framework"
setuptools[hub]
extra == "hub"
setuptools[multi-modal]
extra == "multi-modal"
setuptools[nlp]
extra == "nlp"
shapely[all]
extra == "all"
shapely[cv]
extra == "cv"
shotdetect-scenedetect-lgss==0.0.4[all]
extra == "all"
shotdetect-scenedetect-lgss==0.0.4[cv]
extra == "cv"
simplejson>=3.3.0[all]
extra == "all"
simplejson>=3.3.0[audio-codec]
extra == "audio-codec"
simplejson>=3.3.0[audio-kws]
extra == "audio-kws"
simplejson>=3.3.0[audio-signal]
extra == "audio-signal"
simplejson>=3.3.0[audio-tts]
extra == "audio-tts"
simplejson>=3.3.0[cv]
extra == "cv"
simplejson>=3.3.0[datasets]
extra == "datasets"
simplejson>=3.3.0[framework]
extra == "framework"
simplejson>=3.3.0[multi-modal]
extra == "multi-modal"
simplejson>=3.3.0[nlp]
extra == "nlp"
simplejson>=3.3.0[science]
extra == "science"
simplejson>=3.3.0[audio]
extra == "audio"
simplejson>=3.3.0[audio-asr]
extra == "audio-asr"
smplx[all]
extra == "all"
smplx[cv]
extra == "cv"
sortedcontainers>=1.5.9[audio]
extra == "audio"
sortedcontainers>=1.5.9[all]
extra == "all"
sortedcontainers>=1.5.9[audio-asr]
extra == "audio-asr"
sortedcontainers>=1.5.9[audio-codec]
extra == "audio-codec"
sortedcontainers>=1.5.9[audio-kws]
extra == "audio-kws"
sortedcontainers>=1.5.9[audio-signal]
extra == "audio-signal"
sortedcontainers>=1.5.9[audio-tts]
extra == "audio-tts"
sortedcontainers>=1.5.9[cv]
extra == "cv"
sortedcontainers>=1.5.9[datasets]
extra == "datasets"
sortedcontainers>=1.5.9[framework]
extra == "framework"
sortedcontainers>=1.5.9[multi-modal]
extra == "multi-modal"
sortedcontainers>=1.5.9[nlp]
extra == "nlp"
sortedcontainers>=1.5.9[science]
extra == "science"
soundfile[all]
extra == "all"
soundfile>0.10[audio-signal]
extra == "audio-signal"
soundfile>0.10[audio-kws]
extra == "audio-kws"
soundfile[multi-modal]
extra == "multi-modal"
soundfile>0.10[audio]
extra == "audio"
sox[audio]
extra == "audio"
sox[audio-tts]
extra == "audio-tts"
spacy<=3.7.0,>=2.3.5[nlp]
extra == "nlp"
spacy<=3.7.0,>=2.3.5[all]
extra == "all"
speechbrain>=0.5.12[audio]
extra == "audio"
speechbrain>=0.5.12[audio-signal]
extra == "audio-signal"
sphinx>=5.3.0[docs]
extra == "docs"
sphinx-book-theme[docs]
extra == "docs"
sphinx-copybutton[docs]
extra == "docs"
sphinx-markdown-tables[docs]
extra == "docs"
sse-starlette[server]
extra == "server"
sse-starlette[all]
extra == "all"
stanza[nlp]
extra == "nlp"
stanza[all]
extra == "all"
subword-nmt>=0.3.8[all]
extra == "all"
subword-nmt>=0.3.8[nlp]
extra == "nlp"
taming-transformers-rom1504[multi-modal]
extra == "multi-modal"
taming-transformers-rom1504[all]
extra == "all"
tensorboardx[audio-kws]
extra == "audio-kws"
tensorboardx[all]
extra == "all"
tensorboardx[science]
extra == "science"
tensorboardx[audio-tts]
extra == "audio-tts"
tensorboardx[audio]
extra == "audio"
tensorflow-estimator>=1.15.1[cv]
extra == "cv"
tensorflow-estimator>=1.15.1[all]
extra == "all"
termcolor[all]
extra == "all"
termcolor[nlp]
extra == "nlp"
tf-slim[all]
extra == "all"
tf-slim[cv]
extra == "cv"
thop[all]
extra == "all"
thop[cv]
extra == "cv"
timm[multi-modal]
extra == "multi-modal"
timm>=0.4.9[all]
extra == "all"
timm>=0.4.9[cv]
extra == "cv"
tokenizers[nlp]
extra == "nlp"
tokenizers[science]
extra == "science"
tokenizers[multi-modal]
extra == "multi-modal"
tokenizers[all]
extra == "all"
torch-scatter[cv]
extra == "cv"
torch-scatter[all]
extra == "all"
torchaudio[audio]
extra == "audio"
torchaudio[audio-signal]
extra == "audio-signal"
torchmetrics>=0.6.2[cv]
extra == "cv"
torchmetrics>=0.6.2[all]
extra == "all"
torchsummary>=1.5.1[cv]
extra == "cv"
torchsummary>=1.5.1[all]
extra == "all"
torchvision[cv]
extra == "cv"
torchvision[all]
extra == "all"
torchvision[multi-modal]
extra == "multi-modal"
tqdm[cv]
extra == "cv"
tqdm>=4.64.0[all]
extra == "all"
tqdm[audio]
extra == "audio"
tqdm[audio-signal]
extra == "audio-signal"
tqdm[audio-tts]
extra == "audio-tts"
tqdm>=4.64.0[hub]
extra == "hub"
traitlets>=5.3.0[audio-tts]
extra == "audio-tts"
traitlets>=5.3.0[audio]
extra == "audio"
transformers[audio-codec]
extra == "audio-codec"
transformers[audio-kws]
extra == "audio-kws"
transformers[audio-signal]
extra == "audio-signal"
transformers[audio-tts]
extra == "audio-tts"
transformers[cv]
extra == "cv"
transformers[framework]
extra == "framework"
transformers[multi-modal]
extra == "multi-modal"
transformers[nlp]
extra == "nlp"
transformers[science]
extra == "science"
transformers[audio]
extra == "audio"
transformers[audio-asr]
extra == "audio-asr"
transformers[all]
extra == "all"
trimesh[cv]
extra == "cv"
trimesh[all]
extra == "all"
ujson[cv]
extra == "cv"
ujson[all]
extra == "all"
umap-learn[audio-signal]
extra == "audio-signal"
umap-learn[audio]
extra == "audio"
unicodedata2[all]
extra == "all"
unicodedata2[multi-modal]
extra == "multi-modal"
unidecode[audio]
extra == "audio"
unidecode[audio-tts]
extra == "audio-tts"
urllib3>=1.26[framework]
extra == "framework"
urllib3>=1.26[all]
extra == "all"
urllib3>=1.26[audio]
extra == "audio"
urllib3>=1.26[audio-asr]
extra == "audio-asr"
urllib3>=1.26[audio-codec]
extra == "audio-codec"
urllib3>=1.26[audio-kws]
extra == "audio-kws"
urllib3>=1.26[audio-signal]
extra == "audio-signal"
urllib3>=1.26[audio-tts]
extra == "audio-tts"
urllib3>=1.26[cv]
extra == "cv"
urllib3>=1.26[datasets]
extra == "datasets"
urllib3>=1.26[hub]
extra == "hub"
urllib3>=1.26[multi-modal]
extra == "multi-modal"
urllib3>=1.26[nlp]
extra == "nlp"
urllib3>=1.26[science]
extra == "science"
utils[all]
extra == "all"
utils[cv]
extra == "cv"
uvicorn[all]
extra == "all"
uvicorn[server]
extra == "server"
videofeatures-clipit>=1.0[all]
extra == "all"
videofeatures-clipit>=1.0[cv]
extra == "cv"
wcwidth>=0.2.5[audio]
extra == "audio"
wcwidth>=0.2.5[audio-tts]
extra == "audio-tts"
yacs[all]
extra == "all"
yacs[cv]
extra == "cv"
yapf==0.30.0[tests]
extra == "tests"
zhconv[all]
extra == "all"
zhconv[multi-modal]
extra == "multi-modal"
zhconv[nlp]
extra == "nlp"

Used By

192

sglang 2.5M/mo
paddlex 974.5K/mo
funasr 295.4K/mo
mineru 123.7K/mo
voxcpm 62.8K/mo
ms-swift 61.4K/mo
evalscope 39.7K/mo
deepdoc-lib 33.9K/mo
qwenpaw 18.9K/mo
llamafactory 16.9K/mo

View all 192 dependents

Repository details

Forks

969

Issues

Last Commit

1 week ago

Contributors

135

Open PRs

Archived

GitHub Topics

Nlp Cv Speech Multi Modal Science Deep Learning Machine Learning Python

Data and sources

Tracking Since

September 26, 2026

Data Updated

October 11, 2026

Data Freshness

Fresh

Keywords

python nlp science cv speech multi-modal

Sources and methodology

Package Information

Package Insights

Downloads by OS

Python Versions

Top Countries

Weekly Downloads

GitHub Stars

Dependencies

Used By

Repository details

Data and sources

Health Score

Maintenance

Category

Momentum

Python Support

License Type

Release Cadence

Contributor Risk

Additional Metrics