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        Releases: wandb/wandb

              Releases Tags
            Releases · wandb/wandb

                Release list

                    * v0.28.1
                    * v0.28.0
                    * v0.27.2
                    * v0.27.1
                    * v0.27.0
                    * v0.26.1
                    * v0.26.0
                    * v0.25.1
                    * v0.25.0
                    * v0.24.2
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                        * v0.28.0
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                        * v0.27.1
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                        * v0.25.1
                        * v0.25.0
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                v0.28.1

                              v0.28.1 Latest
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                              github-actions released this 16 Jul 18:48
                              v0.28.1
                              bc2cf24

                          What's Changed

                          Notable Changes

                          This version drops support for protobuf v4, and requires protobuf v5 or newer.
                          This version drops compatibility with server versions older than 0.70.0.

                          Added

                            * New filters parameter to Api().project().sweeps() matching the runs filter format (@kmikowicz-wandb in #12059)
                            * Added Run.stop() to the public API (wandb.Api().run(...).stop()) to programmatically request that an active run stop gracefully, like the "Stop run" button in the W&B App UI (@dmitryduev in #12161)
                            * Added wandb.Api().organization() to fetch an Organization by name, or the current default organization for the user (@tonyyli-wandb in #12196)

                          Changed

                            * Remove temporary Unix socket files and directories on shutdown (@geoffhardy in #12058)
                            * wandb beta sync now skips online runs by default like wandb sync (@timoffex in #12087)
                            * wandb sync now routes to wandb beta sync for supported parameter sets (@timoffex in #12093)
                                + Restore original behavior with --legacy
                            * Dropped support for protobuf v4 (@jacobromero in #12115)
                            * wandb.sandbox now defaults serverless sandboxes to a 12-hour max lifetime (max_lifetime_seconds=43200); override per sandbox with max_lifetime_seconds or via SandboxDefaults (@nicholaspun-wandb in #12136)
                            * wandb.Api().runs() now raises a RunNotFoundError when unable to load data for a run, such as when a run is deleted prior to fully loading run data (@jacobromero in https://app.graphite.com/github/pr/wandb/wandb/12176)
                            * wandb.save now has an option glob=False that disables glob expansion (*, ?, [...]) for file paths; updated docs for improved explanation (@geoffhardy in #12192)

                          Removed

                            * Removed legacy fallback implementations for downloading artifact files on older EOL W&B Server releases. The following will no longer work on EOL servers: Artifact.files() and Artifact.download() on any artifact, as well as Artifact.get_entry() / Artifact.get_path() file downloads on non-reference artifacts. (@tonyyli-wandb in #12109)
                                + To continue using these operations, upgrade your W&B Server to v0.70.0 or newer.
                            * Removed legacy fallback implementations for fetching an artifact by name on older EOL W&B Server releases. The following will no longer work on EOL servers: wandb.Api().artifact(...) and other methods that fetch artifact(s) by their path. (@tonyyli-wandb in #12112)
                                + To continue using these operations, upgrade your W&B Server to v0.70.0 or newer.
                            * Removed the GitPython dependency. Git metadata is collected by invoking the git executable directly; the GIT_PYTHON_GIT_EXECUTABLE environment variable is still honored for locating it (@dmitryduev in #11983)

                          Fixed

                            * Saving a linked registry artifact (for example, when adding an alias) no longer fails when the caller lacks write access to the source project (@ibindlish in #12075)
                            * np.float16/np.float32 NaN values logged with Run.log() are now recorded as NaN instead of being silently dropped, matching np.float64 and native float (@dmitryduev in #12116)
                            * Run.upload_file() (via wandb.Api().run(...)) now registers the uploaded file with the run on self-hosted servers. Previously the file's bytes were uploaded but never committed, so the file did not appear on the run on deployments without object-store notifications (@dmitryduev in #12121)
                            * Sweep agents will now allow the in-progress run to complete before exiting when the sweep is deleted or Api() returns 404 (@kmikowicz-wandb in #11880)
                            * Fixed some deadlocks introduced in 0.25.1 (@timoffex in #12114 and #12159)
                                + Reported when using PyTorch with Python < 3.14 (which uses the "fork" multiprocessing start method by default)
                                + May have also happened during GC when using some wandb.Api functionality

                          Contributors

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                            geoffhardy, jacobromero, and 6 other contributors
                          Assets 4
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                v0.28.0

                              v0.28.0
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                              github-actions released this 23 Jun 00:46
                              v0.28.0
                              a4305a7

                          What's Changed

                          Notable Changes

                          This version drops compatibility with server versions older than 0.65.0.

                          Added

                            * High-resolution image rendering in terminals supporting the Kitty protocol with ANSI fallback in the W&B LEET TUI media pane (wandb leet command) (@dmitryduev in #11806)
                            * Synced scrubbing in the W&B LEET media pane: press l to link scrubbing, then the scrub keys (←/→/↑/↓/home/end) move a shared cursor over the union step timeline and every image tile follows it (@dmitryduev in #12033)
                            * Basic remote-run support in W&B LEET TUI (wandb leet <run-url> command) (@jacobromero in #11261)
                            * The following paginated artifacts and registry API methods now accept an optional order string as a keyword argument: Api.artifacts(), Api.artifact_collections(), Api.registries(), Api.registries().collections(), Registry.collections() (@tonyyli-wandb in #11990)

                          Changed

                            * W&B LEET, the terminal UI for viewing W&B runs, is now generally available as wandb leet; wandb beta leet is kept as an alias (@dmitryduev in #12028)
                            * wandb.Api().runs() no longer loads Sweeps for each run by default to improve query performance. Sweep data is loaded on first access of the sweep property (@kmikowicz-wandb in #12019)
                            * Lists of images logged under a single key are now displayed in the W&B LEET media pane, one tile per image (@dmitryduev in #12033)

                          Fixed

                            * File.download() no longer fails after a hardcoded 5-second timeout; downloads go through wandb-core and respect the file transfer settings (@dmitryduev in #12039)
                            * wandb.Api().viewer (and Api().user() / Api().users()) no longer fail with WandbApiFailedError: relogin required for some API keys, a regression in 0.27.1 (@dmitryduev in #12009)
                            * When a wandb.Image carrying multiple box or mask layers with distinct class_labels is logged inside a wandb.Table, each layer's labels are now preserved in new box_class_maps / mask_class_maps fields in the table.json. Previously, there was only as single class_map that got incorrectly clobbered by each set of class labels. The next server release will contain a corresponding frontend fix that reads these per-layer fields. Legacy servers will retain the current behavior. (@kelu-wandb in #11901)
                            * Artifact file operations now consistently require normalized relative paths (@tonyyli-wandb in #11735)
                            * Logging an artifact (whether via WandbLogger or run.log_artifact) now writes the manifest file to the artifact's staging directory instead of the OS temp dir ($TMPDIR), avoiding silent failures when $TMPDIR is missing or unwritable (@ibindlish in #11958)
                            * Logging artifacts in shared mode works again, and in particular, wandb.init(mode="shared") with code-saving enabled no longer raises an error (@timoffex in #12017)
                            * git_root setting is now preferred for creating the diff.patch file, the root_dir setting is now used as a fallback (@TomSiegl in #11967)
                            * Apple system metrics (GPU, CPU, power, and temperature) are now collected on Apple M5 Macs (@dmitryduev in #12061)
                            * file download progress is now shown when using wandb.Api().run(...).download_history_exports (@jacobromero in #12063)
                            * Run.scan_history() no longer returns no rows for a run whose history exists but has not been exported to parquet (e.g. an active run; a regression in 0.27.1) (@dmitryduev in #12073)

                          Contributors

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                            jacobromero, timoffex, and 6 other contributors
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                v0.27.2

                              v0.27.2
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                              github-actions released this 06 Jun 01:48
                              v0.27.2
                              487c178

                          What's Changed

                          Fixed

                            * Run.scan_history() no longer returns duplicate or missing steps when getting run history (@jacobromero in #12010)

                          Contributors

                            * 
                            jacobromero
                          Assets 4
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                v0.27.1

                              v0.27.1
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                              github-actions released this 04 Jun 06:12
                              v0.27.1
                              c532a96

                          What's Changed

                          Added

                            * The automations API now supports artifact tag, collection tag, and artifact unlinking events (@tonyyli-wandb in #11922)

                          Changed

                            * wandb.Api GraphQL operations are routed through the wandb-core service instead of the legacy Python GraphQL client. Failures from these operations now raise WandbApiFailedError instead of requests HTTP exceptions, and customizations made by patching requests no longer affect these GraphQL calls (@dmitryduev in #11818)

                          Removed

                            * Removed the unsupported wandb.apis.importers API (@dmitryduev in #11923)
                            * Removed stale OpenAI, Cohere, and LangChain LLM integrations, including legacy autologging and tracing APIs (@dmitryduev in #11925)
                            * Removed the deprecated Keras WandbCallback and the legacy wandb.integration.yolov8 callback package (@dmitryduev in #11926)

                          Changed

                            * Run.scan_history() now reads from exported parquet history when available, which can significantly improve throughput for runs with large history (@jacobromero in #11797)
                                + This was introduced under beta_scan_history in v0.23.1

                          Fixed

                            * wandb.sandbox now rejects invalid argument values for placement, gpu, and egress (@nicholaspun-wandb in #11934)

                          Contributors

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                            jacobromero, dmitryduev, and 2 other contributors
                          Assets 4
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                v0.27.0

                              v0.27.0
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                              github-actions released this 14 May 03:45
                              v0.27.0
                              bb9464d

                          What's Changed

                          Notable Changes

                          This version drops support for Python 3.9 and Pydantic v1. Pydantic v2.6 or newer is now required.

                          Added

                            * The stop_on_fatal_error setting to stop a run (using stop_fn) after a fatal error that prevents it from uploading metrics (@timoffex in #11774)
                            * New wandb.sandbox package and the wandb beta sandbox cli for using wandb sandbox (@pingleiwandb in #11606)
                            * The finish_timeout and finish_timeout_raises settings (@timoffex in #11737)
                            * The run.write_logs() method to write text directly to the Logs tab (@ItsTania in #11702)
                            * The capture_loggers setting to automatically capture logging.Logger logs using write_logs() (@ItsTania in #11702)

                          Changed

                            * Changed CPU and memory system metric percentages in Linux containers to use cgroup v2 resource limits instead of host node totals. Set the private x_stats_no_cgroup setting to True to opt out (@dmitryduev in #11796)
                            * Python 3.9 is no longer supported (@dmitryduev in #11841)

                          Removed

                            * Pydantic v1 is no longer supported; pydantic >= 2.6 is required. The vendored wandb_orjson extension and its WANDB_DISABLE_ORJSON / WANDB_BUILD_SKIP_ORJSON environment variables removed (@dmitryduev in #11869)

                          Contributors

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                            timoffex, dmitryduev, and 2 other contributors
                          Assets 4
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                v0.26.1

                              v0.26.1
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                              github-actions released this 23 Apr 16:40
                              v0.26.1
                              59b1b3b

                          What's Changed

                          Added

                            * Api methods returning artifacts, registries, automations, and related paginators now accept an optional start argument to resume iteration from a saved cursor (@tonyyli-wandb in #11651)
                            * The stop_fn setting to customize how a run is stopped (@timoffex in #11773)
                                + Allows overriding the default of sending a SIGINT to the Python process

                          Changed

                            * Unified keyboard navigation in W&B LEET TUI (wandb beta leet command): wasd and arrow keys are now interchangeable within each focused pane (chart focus in grids, item/page nav in lists), and Home/End/PgUp/PgDn work universally; the media pane retains its deliberate split where arrows scrub and wasd selects tiles (@dmitryduev in #11756)

                          Fixed

                            * Made wandb.init(id=run_id, reinit="create_new") raise an error when another run in the same script with the same run_id is still running (@timoffex in #11759)
                            * wandb.Api no longer raises an error for some api operations when offline mode is enabled via the WANDB_MODE environment variable or the mode setting. (@jacobromero in #11762)

                          Contributors

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                            jacobromero, timoffex, and 2 other contributors
                          Assets 4
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                v0.26.0

                              v0.26.0
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                              github-actions released this 13 Apr 19:45
                              v0.26.0
                              2d4035f

                          What's Changed

                          Notable Changes

                          This version drops compatibility with server versions older than 0.63.0 (for Dedicated Cloud and Self-Managed W&B deployments).

                          Added

                            * wandb beta core start|stop commands to run a detached wandb-core service and reuse it across multiple processes via the WANDB_SERVICE env var (@dmitryduev in #11418)
                            * Run filtering by metadata in multi-run workspace mode in W&B LEET TUI (wandb beta leet command, activate with f) (@dmitryduev in #11497 and #11534)
                            * Run overview displays tags and notes in W&B LEET TUI (wandb beta leet command) (@dmitryduev in #11523)
                            * Per-chart log-scale (Y-axis) support in W&B LEET TUI (wandb beta leet command, toggle on a selected chart with y) (@dmitryduev in #11537)
                            * Standalone system monitor mode in W&B LEET TUI (wandb beta leet symon command) (@dmitryduev in #11559)
                            * Bucketed heatmap chart mode for system metrics expressed as percentages (e.g. GPU utilization) in W&B LEET TUI (wandb beta leet command, cycle chart mode on a selected chart with y) (@dmitryduev in #11568 and #11607)
                            * Colorblind-friendly dusk-shore (gradient) and clear-signal (cycle) color schemes in W&B LEET TUI (wandb beta leet command, configure with wandb beta leet config) (@dmitryduev in #11577)
                            * disable_git_fork_point to prevent calculating git diff patch files closest ancestor commit when no upstream branch is set (@jacobromero in #10132)
                            * Media pane for displaying wandb.Image data as ANSI thumbnails in W&B LEET TUI (wandb beta leet command), with grid layout, X-axis scrubbing, fullscreen mode, and keyboard/mouse navigation (@dmitryduev in #11630)
                            * Kubeflow Pipelines v2 (kfp>=2.0.0) support for the @wandb_log decorator (@ayulockin in #11423)
                            * allow_media_symlink setting to symlink or hardlink media files to the run directory instead of copying, improving logging performance and reducing disk usage (@jacobromero in #11544)
                            * run.pin_config_keys(keys) to programmatically pin specific config keys for display in a References section on the Run Overview page (@acasey-wandb in #11639)
                            * Direct TPU metric collection via libtpu.so FFI, capturing tensorcore_util (SDK-only, unavailable via gRPC), duty_cycle_pct, hbm_capacity_total, hbm_capacity_usage, and latency distributions (@dmitryduev in #11528)
                            * NVML GPM (GPU Performance Monitoring) profiling metrics for Hopper+ GPUs (H100 and newer), providing SM utilization, tensor/FP pipeline activity, DRAM bandwidth, and PCIe/NVLink throughput without requiring the DCGM daemon (@dmitryduev in #11622)
                            * .runs() on the Agent class to query run status for a given sweep agent (@kmikowicz-wandb in #11558)
                            * .agent() and .agents() on the Sweep class to query active agents for a given sweep (@kmikowicz-wandb in #11558)

                          Changed

                            * JSON serialization and deserialization now use orjson for improved performance (@jacobromero in #11163)
                            * Improved system metrics UX with multi-series overlays, inspection, and live/history zoom in W&B LEET TUI (wandb beta leet command) (@dmitryduev in #11512)
                            * Prevent run base color collisions in W&B LEET TUI's workspace (wandb beta leet command) (@dmitryduev in #11567)

                          Fixed

                            * Fixed update_automation() silently dropping event filters (e.g. alias conditions on OnAddArtifactAlias) when a new event is provided (@matthoare117-wandb in #11613)
                            * Fixed artifact client ID collisions in forked child processes by reseeding the fast ID generator after fork() (@tonyyli-wandb in #11491)
                            * Fixed WANDB__EXTRA_HTTP_HEADERS not being applied to presigned object-store upload and download requests (@pingleiwandb in #11620)
                            * Fixed deadlock in artifact.download() for artifacts with many large files. (@amusipatla-wandb in #11615)
                            * Fixed User.generate_api_key() failing for users with hashed API keys by using the existing authenticated client instead of querying non-secret key names (@ArtsiomWB in #11663)

                          Contributors

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                            jacobromero, dmitryduev, and 8 other contributors
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                v0.25.1

                              v0.25.1
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                              github-actions released this 10 Mar 23:54
                              v0.25.1
                              f35ff86

                          What's Changed

                          Added

                            * Run console logs pane in W&B LEET TUI (wandb beta leet command, toggle with l). (@dmitryduev in #11345)
                            * System metrics pane in multi-run workspace mode in W&B LEET TUI (wandb beta leet command, toggle with s). (@dmitryduev in #11391)
                            * System metrics filtering in W&B LEET TUI (wandb beta leet command, toggle with \). (@dmitryduev in #11391)
                            * ArtifactType.collections() now supports filtering and ordering of collections. (@amusipatla-wandb in #11268)
                            * Warning message when run.log_artifact does not create a new version because the artifact content is identical to an existing version. (@pingleiwandb in #11340)
                            * Project.collections() to fetch filtered and ordered artifact collections in a project. (@amusipatla-wandb in #11319)
                            * wandb purge-cache command to clean up cached files (@jacobromero in #10996)

                          Fixed

                            * Fixed a rare deadlock caused when GC triggers at an unlucky time and runs a __del__ method that prints (@timoffex in #11402)
                            * api.Run.user raising AttributeError when accessing runs from an api.Runs iteration (@jacobromero in #11439)

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                            jacobromero, timoffex, and 3 other contributors
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                v0.25.0

                              v0.25.0
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                              github-actions released this 13 Feb 19:44
                              v0.25.0
                              317d48c

                          What's Changed

                          Notable Changes

                          This version drops support for Python 3.8.

                          Added

                            * Multi-run workspace experience in W&B LEET TUI (wandb beta leet command). (@dmitryduev in #11299)
                            * Config editor for W&B LEET TUI (wandb beta leet config command). (@dmitryduev in #11327)
                            * owner property on wandb.apis.public.Project to access the project owner's user information. (@jacobromero in #11278)

                          Changed

                            * Python 3.8 is no longer supported (@tonyyli-wandb in #11198, #11290, #11164)

                          Fixed

                            * Sweep agents now exit gracefully when the sweep is deleted, instead of running indefinitely with repeated 404 errors (@domphan-wandb in #11226)
                            * wandb-core crashes no longer produce extremely long, repetitive tracebacks in older Python versions (@timoffex in #11284)
                            * TensorBoard sync no longer stops after 1 MB of data (@timoffex in #11334)
                                + Regression introduced in 0.24.0

                          Contributors

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                            jacobromero, timoffex, and 3 other contributors
                          Assets 4
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                v0.24.2

                              v0.24.2
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                              github-actions released this 05 Feb 00:19
                              v0.24.2
                              87b0e59

                          What's Changed

                          Added

                            * wandb.Api() now supports Federated Auth (JWT based authentication). (@RyanBuccellato in #11243)

                          Fixed

                            * Refresh presigned download url when it expires during artifact file downloads. (@pingleiwandb in #11242)

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                            RyanBuccellato and pingleiwandb
                          Assets 4
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