python-transformers

Model-definition framework for state-of-the-art machine learning

Current: 5.12.1
Candidate: 5.22.2

License: Apache-2.0

Build

Target	Result	Last successful version	Succeeded at
rva23	Succeeded	5.12.1	2026-10-08 17:43:31 UTC
rva20	Succeeded	5.12.1	2026-10-08 13:51:21 UTC
x86_64	Succeeded	5.12.1	2026-10-08 07:54:01 UTC

RuntimeDeps

Dependency	Observed source	Current requirement	Candidate requirement
huggingface-hub	1.16.0	<2.0,>=1.5.0✓	<3.0,>=1.31.0✗
numpy	2.4.6	>=1.17✓	>=1.17✓
packaging	25.0	>=20.0✓	>=20.0✓
pyyaml	6.0.3	>=5.1✓	>=5.1✓
regex	2026.1.15	>=2025.10.22✓	>=2025.10.22✓
safetensors	0.8.0	>=0.4.3✓	>=0.8.0✓
tokenizers	0.22.2	<=0.23.0,>=0.22.0✓	<0.24.0,>=0.23.1✗
tqdm	4.67.3	>=4.60✓	>=4.60✓
typer	0.25.1	any version✓	any version✓
Python	3.14.9	>=3.10.0✓	>=3.11.0✓

Optional RuntimeDeps

Dependency	Observed source	Current requirement	Candidate requirement
accelerate	1.13.0	>=1.1.0?	>=1.1.0?
av	17.0.1	any version?	any version?
beautifulsoup4	4.14.3	any version?	any version?
blobfile	3.2.0	any version?	any version?
codecarbon	3.2.6	>=2.8.1?	>=2.8.1?
datasets	5.0.1	>=2.15.0?	>=2.15.0?
deepspeed	0.19.6	>=0.9.3?	>=0.9.3?
diffusers	0.38.0	Not observed	==0.35.2?
dill	0.4.1	<0.3.5?	Not observed
evaluate	0.4.6	>=0.4.6?	Not observed
faiss-cpuUnmapped	—	any version	any version
fastapi	0.136.1	any version?	any version?
filelock	3.29.0	any version?	any version?
fugashiUnmapped	—	>=1.0	>=1.0
GitPython	3.2.1	<3.1.19?	<3.1.19?
hf-doc-builderUnmapped	—	any version	any version
ipadicUnmapped	—	<2.0,>=1.0.0	<2.0,>=1.0.0
jinja2	3.1.6	>=3.1.0?	>=3.1.6?
jmespath	1.1.0	>=1.0.1?	Not observed
kenlm	0.3.0	Not observed	any version?
kernels	0.16.0	<0.13,>=0.12.0?	<0.18,>=0.17.2?
libcst	1.8.6	any version?	any version?
librosaUnmapped	—	any version	any version
mistral-common[image]	1.11.3	>=1.10.0?	>=1.11.7?
nltk	3.10.4	<=3.8.1?	<=3.8.1?
num2words	0.5.14	any version?	any version?
openai	2.40.0	>=1.98.0?	>=1.98.0?
optimum-benchmark	0.6.0	>=0.3.0?	>=0.3.0?
optuna	4.8.0	any version?	any version?
parameterized	0.9.0	>=0.9?	>=0.9?
phonemizer	3.3.0	any version?	any version?
Pillow	13.0.0	<=15.0,>=10.0.1?	<=15.0,>=10.0.1?
protobuf	7.35.1	any version?	any version?
psutil	7.2.2	any version?	any version?
pyctcdecode	0.5.0	>=0.4.0?	>=0.4.0?
pydantic	2.12.5	>=2?	>=2?
pytest	9.0.3	<9.0.0,>=7.2.0?	<9.0.0,>=7.2.0?
pytest-asyncio	1.3.0	>=1.2.0?	>=1.2.0?
pytest-env	1.1.5	any version?	any version?
pytest-order	1.4.0	any version?	any version?
pytest-random-order	1.2.0	any version?	any version?
pytest-rerunfailures	16.1	<16.0?	<16.0?
pytest-rich	0.2.0	any version?	any version?
pytest-timeout	2.4.0	any version?	any version?
pytest-xdist	3.8.0	any version?	any version?
ray[tune]Unmapped	—	>=2.7.0	>=2.7.0
rhoknp	1.8.0	<1.3.1,>=1.1.0?	<1.3.1,>=1.1.0?
rich	15.0.0	any version?	any version?
rjieba	0.2.1	any version?	any version?
rouge-score	0.1.2	!=0.0.7,!=0.0.8,!=0.1,!=0.1.1?	Not observed
ruffUnmapped	—	==0.14.10	==0.14.10
sacrebleu	2.6.0	<2.0.0,>=1.4.12?	Not observed
sacremoses	0.1.1	any version?	any version?
sagemaker	3.26.0	>=2.31.0?	>=2.31.0?
scikit-learn	1.8.0	any version?	any version?
sentencepiece	0.2.1	!=0.1.92,>=0.1.91?	!=0.1.92,>=0.1.91?
starlette	1.6.0	any version?	any version?
sudachidict_core	20260116	>=20220729?	>=20220729?
sudachipy	0.6.11	>=0.6.6?	>=0.6.6?
tensorboardUnmapped	—	any version	any version
tiktoken	0.12.0	any version?	any version?
timeout-decorator	0.5.0	any version?	any version?
timm	1.0.28	>=1.0.23?	>=1.0.23?
tomliUnmapped	—	any version	Not observed
torch	2.13.0	>=2.4?	>=2.6?
torchaudio	2.11.0	any version?	any version?
torchvision	0.28.0	any version?	any version?
transformers-mlinterUnmapped	—	==0.1.1	==0.1.5
tyUnmapped	—	==0.0.20	==0.0.20
unidic	1.1.0	>=1.0.2?	>=1.0.2?
unidic_lite	1.0.8	>=1.0.7?	>=1.0.7?
urllib3	2.8.0	<2.0.0?	<2.0.0?
uvicorn	0.46.0	any version?	any version?

Dependency conditions

accelerate >=1.1.0?
Applies when (any)
extra == "accelerate"extra == "all"extra == "deepspeed"extra == "deepspeed-testing"extra == "dev"extra == "serving"extra == "testing"extra == "torch"
av any version?
Applies when (any)
extra == "all"extra == "dev"extra == "video"
beautifulsoup4 any version?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
blobfile any version?
Applies when (any)
extra == "all"extra == "dev"extra == "tiktoken"
codecarbon >=2.8.1?
Applies when (any)
extra == "codecarbon"extra == "integrations"
datasets >=2.15.0?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "quality"extra == "retrieval"extra == "testing"
deepspeed >=0.9.3?
Applies when (any)
extra == "deepspeed"extra == "deepspeed-testing"
diffusersUpgrade:==0.35.2?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
dill <0.3.5?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
evaluate >=0.4.6?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
faiss-cpuany versionUnmapped
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "retrieval"extra == "testing"
fastapi any version?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "serving"extra == "testing"
filelock any version?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
fugashi>=1.0Unmapped
Applies when (any)
extra == "dev"extra == "ja"
GitPython <3.1.19?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "quality"extra == "testing"
hf-doc-builderany versionUnmapped
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "docs"extra == "testing"
ipadic<2.0,>=1.0.0Unmapped
Applies when (any)
extra == "dev"extra == "ja"
jinja2 >=3.1.0?→>=3.1.6?
Applies when (any)
extra == "all"extra == "chat-template"extra == "dev"
jmespath >=1.0.1?
Applies when (any)
extra == "all"extra == "chat-template"extra == "dev"
kenlmUpgrade:any version?
Applies when (any)
extra == "all"extra == "audio"extra == "dev"
kernels <0.13,>=0.12.0?→<0.18,>=0.17.2?
Applies when (any)
extra == "all"extra == "dev"extra == "integrations"extra == "kernels"
libcst any version?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "quality"extra == "testing"
librosaany versionUnmapped
Applies when (any)
extra == "all"extra == "audio"extra == "dev"
mistral-common[image]>=1.10.0?→>=1.11.7?
Applies when (any)
extra == "all"extra == "deepspeed-testing"extra == "dev"extra == "mistral-common"extra == "testing"
nltk <=3.8.1?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
num2words any version?
Applies when (any)
extra == "all"extra == "dev"extra == "num2words"
openai >=1.98.0?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "serving"extra == "testing"
optimum-benchmark >=0.3.0?
Applies when (any)
extra == "benchmark"
optuna any version?
Applies when (any)
extra == "deepspeed-testing"extra == "integrations"extra == "optuna"
parameterized >=0.9?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
phonemizer any version?
Applies when (any)
extra == "all"extra == "audio"extra == "dev"
Pillow <=15.0,>=10.0.1?
Applies when (any)
extra == "all"extra == "dev"extra == "vision"
protobuf any version?
Applies when (any)
extra == "all"extra == "deepspeed-testing"extra == "dev"extra == "sentencepiece"extra == "testing"
psutil any version?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
pyctcdecode >=0.4.0?
Applies when (any)
extra == "all"extra == "audio"extra == "dev"
pydantic >=2?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "serving"extra == "testing"
pytest <9.0.0,>=7.2.0?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
pytest-asyncio >=1.2.0?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
pytest-env any version?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
pytest-order any version?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
pytest-random-order any version?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
pytest-rerunfailures <16.0?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
pytest-rich any version?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
pytest-timeout any version?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
pytest-xdist any version?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
ray[tune]>=2.7.0Unmapped
Applies when (any)
extra == "integrations"extra == "ray"
rhoknp <1.3.1,>=1.1.0?
Applies when (any)
extra == "dev"extra == "ja"
rich any version?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "quality"extra == "serving"extra == "testing"
rjieba any version?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
rouge-score !=0.0.7,!=0.0.8,!=0.1,!=0.1.1?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
ruff==0.14.10Unmapped
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "quality"extra == "testing"
sacrebleu <2.0.0,>=1.4.12?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
sacremoses any version?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
sagemaker >=2.31.0?
Applies when (any)
extra == "sagemaker"
scikit-learn any version?
Applies when (any)
extra == "dev"extra == "sklearn"
sentencepiece !=0.1.92,>=0.1.91?
Applies when (any)
extra == "all"extra == "deepspeed-testing"extra == "dev"extra == "sentencepiece"extra == "testing"
starlette any version?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "serving"extra == "testing"
sudachidict_core >=20220729?
Applies when (any)
extra == "dev"extra == "ja"
sudachipy >=0.6.6?
Applies when (any)
extra == "dev"extra == "ja"
tensorboardany versionUnmapped
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
tiktoken any version?
Applies when (any)
extra == "all"extra == "dev"extra == "tiktoken"
timeout-decorator any version?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "testing"
timm >=1.0.23?
Applies when (any)
extra == "all"extra == "dev"extra == "timm"
tomliany versionUnmapped
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "quality"extra == "testing"
torch >=2.4?→>=2.6?
Applies when (any)
extra == "all"extra == "deepspeed-testing"extra == "dev"extra == "serving"extra == "testing"extra == "torch"
torchaudio any version?
Applies when (any)
extra == "all"extra == "audio"extra == "dev"
torchvision any version?
Applies when (any)
extra == "all"extra == "dev"extra == "vision"
transformers-mlinter==0.1.1→==0.1.5Unmapped
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "quality"extra == "testing"
ty==0.0.20Unmapped
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "quality"extra == "testing"
unidic >=1.0.2?
Applies when (any)
extra == "dev"extra == "ja"
unidic_lite >=1.0.7?
Applies when (any)
extra == "dev"extra == "ja"
urllib3 <2.0.0?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "quality"extra == "testing"
uvicorn any version?
Applies when (any)
extra == "deepspeed-testing"extra == "dev"extra == "serving"extra == "testing"

Description

Transformers provides model definitions for state-of-the-art machine learning across text, vision, audio, video, and multimodal tasks for inference and training.

Changelog

SPECS: python-transformers: Update to 5.12.1 for vllm
CHEN Xuane7309ab7c8002026-08-24 07:23:15 UTC
SPECS: python-transformers: Fix python spec file formatting.
misaka002511911baaaa85c2026-04-23 16:04:02 UTC
SPECS: add python-transformers.
Gui-Yue68eb7e79f6b82026-03-05 09:04:59 UTC

PR · 3

#1144 SPECS: add python-vllm and requirements
Sakura2862026-08-24 17:21:08 UTC
#210 SPECS: Fix python spec file formatting - T
misaka002512026-05-09 16:31:01 UTC
#104 SPECS: *: Fix style %{?autochangelog} -> %autochangelog (automated)
dramforever2026-04-09 06:15:39 UTC

Checks

Monitor	Observation	Last checked
Source	Checked	2026-11-10 07:50:58 UTC
Version	Checked	2026-11-10 05:36:01 UTC
Build	Checked	2026-11-10 07:51:48 UTC
GitHub	Checked	2026-11-10 07:43:57 UTC
EOL	Not configured No reliable monitor identity/configuration.	—
LicenseDiff	Metadata unavailable Provider license expression is invalid SPDX metadata or exceeds the comparison budget.	2026-11-10 00:57:04 UTC Last attempted2026-11-10 05:32:28 UTC
Dependencies	Checked	2026-11-10 00:57:04 UTC Last attempted2026-11-10 05:32:28 UTC
Advisory	Checked Current source component only; local patches, build options, bundled dependencies and binary artifacts are not evaluated.	2026-11-10 07:24:10 UTC
Yanked	Checked	2026-11-10 06:57:49 UTC

Monitor	Checks
Source	6367 Checked 17 CheckFailed
Version	5534 Checked 132 CheckFailed 707 Not configured 3 Partial evidence 8 Input unavailable
Build	6382 Checked 2 Not yet checked
GitHub	6384 Checked
EOL	6260 Not configured 118 Checked 3 Metadata unavailable 3 Input unavailable
LicenseDiff	1665 Not configured 187 Input changed 3175 Not applicable 12 Input unavailable 1134 Checked 207 Metadata unavailable 4 CheckFailed
Dependencies	1852 Not configured 3214 Checked 1248 Metadata unavailable 7 Input unavailable 58 Partial evidence 5 CheckFailed
Advisory	4996 Checked 1375 Not configured 7 Input unavailable 6 Metadata unavailable
Yanked	2248 Not configured 4116 Checked 5 CheckFailed 7 Input unavailable 8 Metadata unavailable