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This PR contains the following updates:
v6.1.0→v6.2.0==4.12.0→==4.12.11.9.2→1.9.37.13.0→7.13.4==1.76.0→==1.78.0==1.67.1→==1.78.0==1.2.3→==1.4.1==0.12.0→==0.13.0==4.25.1→==4.26.01.80.11→1.81.11==1.80.11→==1.81.11>=4.1,<4.2→>=4.2,<4.3==6.7.0→==6.7.1==2.3.5→==2.4.2==2.2.6→==2.4.2==2.14.0→==2.21.04.1.1→4.2.0>=14.2,<14.3→>=14.3,<14.4==14.2.0→==14.3.2==2.8→==2.8.3==0.22.1→==0.22.2==4.67.1→==4.67.3>=0.19,<0.20→>=0.23,<0.24==0.19.2→==0.23.1>=0.19,<0.20→>=0.23,<0.24==0.19.2→==0.23.1Release Notes
actions/setup-python (actions/setup-python)
v6.2.0Compare Source
agronholm/anyio (anyio)
v4.12.1Compare Source
NoCurrentAsyncBackendexception (since v4.12.0) to instead raise the publicNoEventLoopErrorexception (#1048)anyio.functools.lru_cachenot working with instance methods (#1042)PyCQA/bandit (bandit)
v1.9.3Compare Source
What's Changed
VALUES(without space by @kfess in #1337New Contributors
Full Changelog: PyCQA/bandit@1.9.2...1.9.3
coveragepy/coveragepy (coverage)
v7.13.4Compare Source
Fix: the third-party code fix in 7.13.3 required examining the parent
directories where coverage was run. In the unusual situation that one of the
parent directories is unreadable, a PermissionError would occur, as
described in
issue 2129_. This is now fixed.Fix: in test suites that change sys.path, coverage.py could fail with
"RuntimeError: Set changed size during iteration" as described and fixed in
pull 2130_. Thanks, Noah Fatsi.We now publish ppc64le wheels, thanks to
Pankhudi Jain <pull 2121_>_... _pull 2121: #2121
.. _issue 2129: #2129
.. _pull 2130: #2130
.. _changes_7-13-3:
v7.13.3Compare Source
been, slowing down test execution. This happened with layered virtual
environments such as uv sometimes makes. The problem is fixed, closing
issue 2082_. Now any directory on sys.path that is inside a virtualenv isconsidered third-party code.
.. _issue 2082: #2082
.. _changes_7-13-2:
v7.13.2Compare Source
Fix: when Python is installed via symlinks, for example with Homebrew, the
standard library files could be incorrectly included in coverage reports.
This is now fixed, closing
issue 2115_.Fix: if a data file is created with no read permissions, the combine step
would fail completely. Now a warning is issued and the file is skipped.
Closes
issue 2117_... _issue 2115: #2115
.. _issue 2117: #2117
.. _changes_7-13-1:
v7.13.1Compare Source
Added: the JSON report now includes a
"start_line"key for function andclass regions, indicating the first line of the region in the source. Closes
issue 2110_.Added: The
debug datacommand now takes file names as arguments on thecommand line, so you can inspect specific data files without needing to set
the
COVERAGE_FILEenvironment variable.Fix: the JSON report used to report module docstrings as executed lines,
which no other report did, as described in
issue 2105_. This is now fixed,thanks to Jianrong Zhao.
Fix: coverage.py uses a more disciplined approach to detecting where
third-party code is installed, and avoids measuring it. This shouldn't change
any behavior. If you find that it does, please get in touch.
Performance: data files that will be combined now record their hash as part
of the file name. This lets us skip duplicate data more quickly, speeding the
combining step.
Docs: added a section explaining more about what is considered a missing
branch and how it is reported: :ref:
branch_explain, as requested inissue 1597. Thanks toAyisha Mohammed <pull 2092_>.Tests: the test suite misunderstood what core was being tested if
COVERAGE_COREwasn't set on 3.14+. This is now fixed, closingissue 2109_... _issue 1597: #1597
.. _pull 2092: #2092
.. _issue 2105: #2105
.. _issue 2109: #2109
.. _issue 2110: #2110
.. _changes_7-13-0:
grpc/grpc (grpcio)
v1.78.0Compare Source
This is release 1.78.0 (gutsy) of gRPC Core.
For gRPC documentation, see grpc.io. For previous releases, see Releases.
This release contains refinements, improvements, and bug fixes, with highlights listed below.
C++
Objective-C
Python
asyncio.run()to hang forever during the shutdown process. (#40989)Ruby
huggingface/huggingface_hub (huggingface-hub)
v1.4.1: [v1.4.1] Fix file corruption when server ignores Range header on download retryCompare Source
Fix file corruption when server ignores Range header on download retry.
Full details in #3778 by @XciD.
Full Changelog: huggingface/huggingface_hub@v1.4.0...v1.4.1
v1.4.0: [v1.4.0] Building the HF CLI for You and your AI AgentsCompare Source
🧠
hf skills addCLI CommandA new
hf skills addcommand installs thehf-cliskill for AI coding assistants (Claude Code, Codex, OpenCode). Your AI Agent now knows how to search the Hub, download models, run Jobs, manage repos, and more.The skill is composed of two files fetched from the
huggingface_hub docs: a CLI guide (SKILL.md) and the full CLI reference (references/cli.md). Files are installed to a central.agents/skills/hf-cli/directory, and relative symlinks are created from agent-specific directories (e.g.,.claude/skills/hf-cli/→../../.agents/skills/hf-cli/). This ensures a single source of truth when installing for multiple agents.hf skills addCLI command by @julien-c in #3741hf skills addinstalls hf-cli skill to central location with symlinks by @hanouticelina in #3755🖥️ Improved CLI Help Output
The CLI help output has been reorganized to be more informative and agent-friendly:
hfCLI help output by @hanouticelina in #3743📊 Evaluation Results Module
The Hub now has a decentralized system for tracking model evaluation results. Benchmark datasets (like MMLU-Pro, HLE, GPQA) host leaderboards, and model repos store evaluation scores in
.eval_results/*.yamlfiles. These results automatically appear on both the model page and the benchmark's leaderboard. See the Evaluation Results documentation for more details.We added helpers in
huggingface_hubto work with this format:EvalResultEntrydataclass representing evaluation scoreseval_result_entries_to_yaml()to serialize entries to YAML formatparse_eval_result_entries()to parse YAML data back intoEvalResultEntryobjects🖥️ Other CLI Improvements
New
hf papers lscommand to list daily papers on the Hub, with support for filtering by date and sorting by trending or publication date.hf papers lsCLI command by @julien-c in #3723New
hf collectionscommands for managing collections from the CLI:hf collectionscommands by @Wauplin in #3767Other CLI-related improvements:
--expandfield by @hanouticelina in #3760📊 Jobs
Multi-GPU training commands are now supported with
torchrunandaccelerate launch:You can also pass local config files alongside your scripts:
New
hf jobs hardwarecommand to list available hardware options:Better filtering with label support and negation:
⚡️ Inference
🔧 QoL Improvements
📖 Documentation
🐛 Bug and typo fixes
🏗️ Internal
Significant community contributions
The following contributors have made significant changes to the library over the last release:
v1.3.7: [v1.3.7] Log 'x-amz-cf-id' on http error if no request idCompare Source
Log 'x-amz-cf-id' on http error (if no request id) (#3759)
Full Changelog: huggingface/huggingface_hub@v1.3.5...v1.3.7
v1.3.5: [v1.3.5] Configurable default timeout for HTTP callsCompare Source
Default timeout is 10s. This is ok in most use cases but can trigger errors in CIs making a lot of requests to the Hub. Solution is to set
HF_HUB_DOWNLOAD_TIMEOUT=60as environment variable in these cases.Full Changelog: huggingface/huggingface_hub@v1.3.4...v1.3.5
v1.3.4: [v1.3.4] FixCommitUrl._endpointdefault to NoneCompare Source
Full Changelog: huggingface/huggingface_hub@v1.3.3...v1.3.4
v1.3.3: [v1.3.3] List Jobs Hardware & Bug FixesCompare Source
⚙️ List Jobs Hardware
You can now list all available hardware options for Hugging Face Jobs, both from the CLI and programmatically.
From the CLI:
Programmatically:
🐛 Bug Fixes
HfFileSystemStreamFilein #3685 by @leq6cresolve_path() with special char @ in #3704 by @lhoestq✨ Various Improvements
num_papersfield to Organization class in #3695 by @cfahlgren1limitparam tolist_papersAPI method in #3697 by @WauplinMAX_FILE_SIZE_GBfrom 50 to 200 GB in #3696 by @davanstrien📚 Documentation
v1.3.2: [v1.3.2] Zai provider support fortext-to-imageand fix custom endpoint not forwardedCompare Source
Full Changelog: huggingface/huggingface_hub@v1.3.1...v1.3.2
v1.3.1: [v1.3.1] Adddimensions&encoding_formatparameters to feature extraction (embeddings) taskCompare Source
dimensions&encoding_formatparameter to InferenceClient for output embedding size #3671 by @mishig25Full Changelog: huggingface/huggingface_hub@v1.3.0...v1.3.1
v1.3.0: [v1.3.0] New CLI Commands for Hub Discovery, Jobs Monitoring and more!Compare Source
🖥️ CLI:
hf models,hf datasets,hf spacesCommandsThe CLI has been reorganized with dedicated commands for Hub discovery, while
hf repostays focused on managing your own repositories.New commands:
This organization mirrors the Python API (
list_models,model_info, etc.), keeps thehf <resource> <action>pattern, and is extensible for future commands likehf papersorhf collections.hf models/hf datasets/hf spacescommands by @hanouticelina in #3669🔧 Transformers CLI Installer
You can now install the
transformersCLI alongside thehuggingface_hubCLI using the standalone installer scripts.Once installed, you can use the
transformersCLI directly:📊 Jobs Monitoring
New
hf jobs statscommand to monitor your running jobs in real-time, similar todocker stats. It displays a live table with CPU, memory, network, and GPU usage.>>> hf jobs stats JOB ID CPU % NUM CPU MEM % MEM USAGE NET I/O GPU UTIL % GPU MEM % GPU MEM USAGE ------------------------ ----- ------- ----- -------------- --------------- ---------- --------- --------------- 6953ff6274100871415c13fd 0% 3.5 0.01% 1.3MB / 15.0GB 0.0bps / 0.0bps 0% 0.0% 0.0B / 22.8GBA new
HfApi.fetch_jobs_metrics()method is also available:💔 Breaking Change
The
directionparameter inlist_models,list_datasets, andlist_spacesis now deprecated and not used. The sorting is always descending.directionin list repos methods by @hanouticelina in #3630🔧 Other QoL Improvements
📖 Documentation
🛠️ Small fixes and maintenance
🐛 Bug and typo fixes
create_reporeturning wrongrepo_idby @hanouticelina in #3634🏗️ Internal
Significant community contributions
The following contributors have made significant changes to the library over the last release:
Configuration
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🚦 Automerge: Disabled by config. Please merge this manually once you are satisfied.
♻ Rebasing: Whenever PR becomes conflicted, or you tick the rebase/retry checkbox.
👻 Immortal: This PR will be recreated if closed unmerged. Get config help if that's undesired.
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