# \#artifacts **URL:** https://community.wandb.ai/tag/artifacts/10.md [Latest](https://community.wandb.ai/latest.md) · [Categories](https://community.wandb.ai/categories.md) · [Tags](https://community.wandb.ai/tags.md) --- ## [Storage Cleared, but still account hasnt updated](https://community.wandb.ai/t/storage-cleared-but-still-account-hasnt-updated/18194)
**Author:** [@beingtalha](https://community.wandb.ai/u/beingtalha)\ **Replies:** 0\ **Last updated:** [February 5, 2026, 9:44pm UTC](https://community.wandb.ai/t/storage-cleared-but-still-account-hasnt-updated/18194 "2026-02-05T21:44:05Z")
Hi, so apparently i have used alot of storage, but when i tried deleting the runs itself, the storage wont update. Can someone look into this matter Kind Regards --- ## [The Complete Development Blueprint Behind Candy AI-Like Companion Platforms](https://community.wandb.ai/t/the-complete-development-blueprint-behind-candy-ai-like-companion-platforms/18175)
**Author:** [@bradsiemn](https://community.wandb.ai/u/bradsiemn)\ **Replies:** 0\ **Last updated:** [January 21, 2026, 8:59am UTC](https://community.wandb.ai/t/the-complete-development-blueprint-behind-candy-ai-like-companion-platforms/18175 "2026-01-21T08:59:31Z")
Candy AI-style companion platforms have transformed the emotional connection that the users bear with artificial intelligence. These systems are not mere chatbots, but rather enduring digital companions meant to recall, … --- ## [Storage not updating after deleting artifacts; account frozen](https://community.wandb.ai/t/storage-not-updating-after-deleting-artifacts-account-frozen/17707)
**Author:** [@aloxatel](https://community.wandb.ai/u/aloxatel)\ **Replies:** 4\ **Last updated:** [December 19, 2025, 7:10am UTC](https://community.wandb.ai/t/storage-not-updating-after-deleting-artifacts-account-frozen/17707 "2025-12-19T07:10:24Z")
Hello, I recently ran out of storage and was prompted to clean up or upgrade my storage. I opted to clean up my storage from older runs. However, despite clearing out about \>90GB of artifacts from my runs, this update d… --- ## [Building Smarter AI: How Are You Training Your Models?](https://community.wandb.ai/t/building-smarter-ai-how-are-you-training-your-models/18141)
**Author:** [@arshnsfwcoders](https://community.wandb.ai/u/arshnsfwcoders)\ **Replies:** 0\ **Last updated:** [November 11, 2025, 11:56am UTC](https://community.wandb.ai/t/building-smarter-ai-how-are-you-training-your-models/18141 "2025-11-11T11:56:21Z")
Hey folks! I work at NSFW Coders, and our team is currently diving deep into AI model training — experimenting with ways to make models smarter, faster, and more efficient. We’ve been playing around with different datas… --- ## [Wrong storage space display](https://community.wandb.ai/t/wrong-storage-space-display/18134)
**Author:** [@pairzhu](https://community.wandb.ai/u/pairzhu)\ **Replies:** 0\ **Last updated:** [October 30, 2025, 8:16pm UTC](https://community.wandb.ai/t/wrong-storage-space-display/18134 "2025-10-30T20:16:36Z")
I have emptied all model files but it still shows storage limit exceeded --- ## [Wandb log\_artifact() timing out my training runs and causing NCCL timeout issue](https://community.wandb.ai/t/wandb-log-artifact-timing-out-my-training-runs-and-causing-nccl-timeout-issue/18103)
**Author:** [@hrudaytej-akkaladevi](https://community.wandb.ai/u/hrudaytej-akkaladevi)\ **Replies:** 0\ **Last updated:** [August 23, 2025, 3:28pm UTC](https://community.wandb.ai/t/wandb-log-artifact-timing-out-my-training-runs-and-causing-nccl-timeout-issue/18103 "2025-08-23T15:28:32Z")
I have model checkpoints that I am trying to log\_artifact(), even with .wait() removed, the upload is taking very long, the directory of checkpoint is about 120+gb. There was a time where the upload was happening in 20 m… --- ## [Exporting artifact lineage graph](https://community.wandb.ai/t/exporting-artifact-lineage-graph/9418)
**Author:** [@richardtomsett](https://community.wandb.ai/u/richardtomsett)\ **Replies:** 0\ **Last updated:** [April 23, 2025, 1:48pm UTC](https://community.wandb.ai/t/exporting-artifact-lineage-graph/9418 "2025-04-23T13:48:44Z")
Hi! I am interested in exporting artifact lineage information. I see from the docs that it’s possible to traverse the artifact lineage graph by using the logged\_by() and used\_by() methods on an Artifact object - so I can… --- ## [SLURM and Launch-agent](https://community.wandb.ai/t/slurm-and-launch-agent/6803)
**Author:** [@19kdc3](https://community.wandb.ai/u/19kdc3)\ **Replies:** 6\ **Last updated:** [March 13, 2025, 11:51am UTC](https://community.wandb.ai/t/slurm-and-launch-agent/6803 "2025-03-13T11:51:38Z")
Goal: Run a wandb launch-agent on an linux HPC using a SLURM job scheduler. Details: All python files needed to execute my training run are uploaded to a wandb job artifact. I want to launch that job to a queue in whi… --- ## [Why my aliases disappear somtimes?](https://community.wandb.ai/t/why-my-aliases-disappear-somtimes/9157)
**Author:** [@abstcold](https://community.wandb.ai/u/abstcold)\ **Replies:** 1\ **Last updated:** [March 7, 2025, 7:11am UTC](https://community.wandb.ai/t/why-my-aliases-disappear-somtimes/9157 "2025-03-07T07:11:32Z")
When i use the wandb.log\_model() functions, the aliases would be disappear sometimes. --- ## [Storage not being freed even after deleting checkpoints](https://community.wandb.ai/t/storage-not-being-freed-even-after-deleting-checkpoints/9119)
**Author:** [@srividhyasainath2](https://community.wandb.ai/u/srividhyasainath2)\ **Replies:** 0\ **Last updated:** [March 3, 2025, 1:56pm UTC](https://community.wandb.ai/t/storage-not-being-freed-even-after-deleting-checkpoints/9119 "2025-03-03T13:56:34Z")
Dear Team, I see that my storage is not getting freed even after deleting almost all the checkpoints from my previous run. Should I wait a lil longer or is something wrong with my profile. Thought Ill check with you. T… --- ## [Trying to download a table artifact using the 'artifact\_path'](https://community.wandb.ai/t/trying-to-download-a-table-artifact-using-the-artifact-path/9032)
**Author:** [@dnra](https://community.wandb.ai/u/dnra)\ **Replies:** 0\ **Last updated:** [February 18, 2025, 7:24am UTC](https://community.wandb.ai/t/trying-to-download-a-table-artifact-using-the-artifact-path/9032 "2025-02-18T07:24:01Z")
Hi there, I am trying to download some information from some runs I’ve already performed. The information is logged as a table of variables that were used to train the models. I’ve used the api to get the list of runs … --- ## [WandB Stops Logging Media Remotely After First Model Artifact is Saved](https://community.wandb.ai/t/wandb-stops-logging-media-remotely-after-first-model-artifact-is-saved/8922)
**Author:** [@adeeb-islam8](https://community.wandb.ai/u/adeeb-islam8)\ **Replies:** 0\ **Last updated:** [February 3, 2025, 8:41am UTC](https://community.wandb.ai/t/wandb-stops-logging-media-remotely-after-first-model-artifact-is-saved/8922 "2025-02-03T08:41:20Z")
WandB correctly logs media (videos, images, etc.) both locally and remotely until the first model artifact is saved. After that, media files are still saved locally but do not appear in the remote media folder in WandB. … --- ## [Request failed put storage.googleapis](https://community.wandb.ai/t/request-failed-put-storage-googleapis/8871)
**Author:** [@derick-montagna](https://community.wandb.ai/u/derick-montagna)\ **Replies:** 0\ **Last updated:** [January 25, 2025, 3:56pm UTC](https://community.wandb.ai/t/request-failed-put-storage-googleapis/8871 "2025-01-25T15:56:39Z")
Hello, I’m running wandb, but it never manages to upload some files. The following message appears in the log: “level”:“ERROR”,“msg”:“request failed”,“error”:"Put "https://storage.googleapis.com/wandb-production.appsp… --- ## [Artifact load does not get metadata](https://community.wandb.ai/t/artifact-load-does-not-get-metadata/8641)
**Author:** [@dmariaa70](https://community.wandb.ai/u/dmariaa70)\ **Replies:** 0\ **Last updated:** [December 23, 2024, 11:28am UTC](https://community.wandb.ai/t/artifact-load-does-not-get-metadata/8641 "2024-12-23T11:28:03Z")
Hi!! I am using wandb XGBoost integration. The model is saved as an artifact by the integration. When I visualize the artifact in the web interface, the metadata of the run is in the “Metadata” tab of the artifact data,… --- ## [How to Retrieve and Compare Code for Two WandB Experiments with Git State?](https://community.wandb.ai/t/how-to-retrieve-and-compare-code-for-two-wandb-experiments-with-git-state/8640)
**Author:** [@gonyrosenman](https://community.wandb.ai/u/gonyrosenman)\ **Replies:** 0\ **Last updated:** [December 23, 2024, 10:47am UTC](https://community.wandb.ai/t/how-to-retrieve-and-compare-code-for-two-wandb-experiments-with-git-state/8640 "2024-12-23T10:47:09Z")
Hi all, I have two experiments logged in WandB with nearly identical configurations, but one crashed, and the other completed successfully. Each experiment logs a Git state with a branch name and commit hash, like this: … --- ## [Any update on Synchronizing multiple machine for an experiment?](https://community.wandb.ai/t/any-update-on-synchronizing-multiple-machine-for-an-experiment/8631)
**Author:** [@ananiyajemberu21](https://community.wandb.ai/u/ananiyajemberu21)\ **Replies:** 0\ **Last updated:** [December 21, 2024, 6:06pm UTC](https://community.wandb.ai/t/any-update-on-synchronizing-multiple-machine-for-an-experiment/8631 "2024-12-21T18:06:26Z")
I have been working on a project lately, and I wanted to know if there’s any update on synchronizing multiple machines for a single experiment. As the model is taking around 30 -40 min per run, which I was expecting to r… --- ## [Uploading to Reference Artifacts](https://community.wandb.ai/t/uploading-to-reference-artifacts/8550)
**Author:** [@jack89roberts](https://community.wandb.ai/u/jack89roberts)\ **Replies:** 0\ **Last updated:** [December 8, 2024, 10:19pm UTC](https://community.wandb.ai/t/uploading-to-reference-artifacts/8550 "2024-12-08T22:19:31Z")
I’ve been trying external reference artifacts for the first time, and am I right in thinking WandB will not handle uploading files to external stores? So I can use reference artifacts to link to pre-existing files/folder… --- ## [How to version artifacts?](https://community.wandb.ai/t/how-to-version-artifacts/8468)
**Author:** [@lclissa](https://community.wandb.ai/u/lclissa)\ **Replies:** 0\ **Last updated:** [November 25, 2024, 10:06pm UTC](https://community.wandb.ai/t/how-to-version-artifacts/8468 "2024-11-25T22:06:54Z")
I am trying to create new version of an artifact that tracks data. Specifically I have an artifact for each data split (these should be v0) and I wanted to update them after filtering out some data. What I tried is basi… --- ## [Can't create custom registry](https://community.wandb.ai/t/cant-create-custom-registry/8464)
**Author:** [@orionapplepie](https://community.wandb.ai/u/orionapplepie)\ **Replies:** 0\ **Last updated:** [November 25, 2024, 5:32am UTC](https://community.wandb.ai/t/cant-create-custom-registry/8464 "2024-11-25T05:32:27Z")
Hello. Why I can’t create custom registry? There is no “create button”. --- ## [Permission error when fetching artifact](https://community.wandb.ai/t/permission-error-when-fetching-artifact/8434)
**Author:** [@dimichatzakis](https://community.wandb.ai/u/dimichatzakis)\ **Replies:** 0\ **Last updated:** [November 19, 2024, 11:32pm UTC](https://community.wandb.ai/t/permission-error-when-fetching-artifact/8434 "2024-11-19T23:32:02Z")
I have created the following script to fetch certain tables from certain runs as artifacts. While the artifacts are found I cannot download them as I lack permissions although I am logged in. I tried with my project set … --- ## [How to Download Images Logged in Tables Using wandb.log\_table()?](https://community.wandb.ai/t/how-to-download-images-logged-in-tables-using-wandb-log-table/8328)
**Author:** [@sawt](https://community.wandb.ai/u/sawt)\ **Replies:** 1\ **Last updated:** [November 7, 2024, 7:01pm UTC](https://community.wandb.ai/t/how-to-download-images-logged-in-tables-using-wandb-log-table/8328 "2024-11-07T19:01:19Z")
Hello, I’m using Weights & Biases (W&B) to log images during my validation loops using the wandb.log\_table() function. Specifically, after each training epoch, I log images along with some model outputs in tables during… --- ## [Disable/limit cache in Python API](https://community.wandb.ai/t/disable-limit-cache-in-python-api/8312)
**Author:** [@pgpetrak](https://community.wandb.ai/u/pgpetrak)\ **Replies:** 0\ **Last updated:** [November 4, 2024, 11:13pm UTC](https://community.wandb.ai/t/disable-limit-cache-in-python-api/8312 "2024-11-04T23:13:52Z")
Is there any way to disable or limit the caching behavior via the Python API? Something similar to wandb artifact cache cleanup 1GB. If the answer is no, can I please put in a feature request? --- ## [Ask for original runs table and plot settings for the example!](https://community.wandb.ai/t/ask-for-original-runs-table-and-plot-settings-for-the-example/8257)
**Author:** [@yuhuawei](https://community.wandb.ai/u/yuhuawei)\ **Replies:** 0\ **Last updated:** [October 27, 2024, 4:30pm UTC](https://community.wandb.ai/t/ask-for-original-runs-table-and-plot-settings-for-the-example/8257 "2024-10-27T16:30:23Z")
Could anyone provide me the original runs table and plot settings for the example, thanks! --- ## [Job artifact files missing](https://community.wandb.ai/t/job-artifact-files-missing/8095)
**Author:** [@19kdc3](https://community.wandb.ai/u/19kdc3)\ **Replies:** 4\ **Last updated:** [October 9, 2024, 3:24pm UTC](https://community.wandb.ai/t/job-artifact-files-missing/8095 "2024-10-09T15:24:53Z")
Files are missing from a job’s files, but appear in its artifact link. Here are the files in my “code” folder for a job. Going to the “Artifact link” using the “View in Artifacts” link on the same job page and going … --- ## [Wandb 429 encountered (error rate limit exceeded) network error resolved after 0.00.03.4961 resuming](https://community.wandb.ai/t/wandb-429-encountered-error-rate-limit-exceeded-network-error-resolved-after-0-00-03-4961-resuming/7792)
**Author:** [@eshratjahan](https://community.wandb.ai/u/eshratjahan)\ **Replies:** 2\ **Last updated:** [September 12, 2024, 10:21am UTC](https://community.wandb.ai/t/wandb-429-encountered-error-rate-limit-exceeded-network-error-resolved-after-0-00-03-4961-resuming/7792 "2024-09-12T10:21:11Z")
I am facing this issue for last 3 days… my code simply is this : wandb.init(project='model1', name= "01\_" ,entity="eshratjahan", config={"batch\_size": 1, "image\_size": 256}) then after few hours the process is s… --- ## [How can I turn off the local saving?](https://community.wandb.ai/t/how-can-i-turn-off-the-local-saving/7442)
**Author:** [@bhkim003](https://community.wandb.ai/u/bhkim003)\ **Replies:** 3\ **Last updated:** [August 14, 2024, 12:26pm UTC](https://community.wandb.ai/t/how-can-i-turn-off-the-local-saving/7442 "2024-08-14T12:26:02Z")
I use the wandb API in jupyter notebook. but I cannot find the command that turn off the locally artifact saving. I just want to save the artifacts only on the wandb online. --- ## [How can I make the stdout file](https://community.wandb.ai/t/how-can-i-make-the-stdout-file/7335)
**Author:** [@bhkim003](https://community.wandb.ai/u/bhkim003)\ **Replies:** 9\ **Last updated:** [July 30, 2024, 4:12pm UTC](https://community.wandb.ai/t/how-can-i-make-the-stdout-file/7335 "2024-07-30T16:12:13Z")
In the Run dashboard, I can find the “Logs”. However, I cannot download this file and there is a cropped log file. Besides in the ‘Files’ tab, There is not the ‘output.log’ file. What should I do for making the ‘out… --- ## [Example updating artefact is weird](https://community.wandb.ai/t/example-updating-artefact-is-weird/6953)
**Author:** [@cemde](https://community.wandb.ai/u/cemde)\ **Replies:** 5\ **Last updated:** [July 17, 2024, 8:49am UTC](https://community.wandb.ai/t/example-updating-artefact-is-weird/6953 "2024-07-17T08:49:31Z")
The example on how to update an artefact is given here https://docs.wandb.ai/guides/artifacts/update-an-artifact. I find it rather odd. Could you clarify the rationale behind creating artefact twice? import wandb run =… --- ## [Webhook Payload Automation Variables](https://community.wandb.ai/t/webhook-payload-automation-variables/6693)
**Author:** [@ruippmendes](https://community.wandb.ai/u/ruippmendes)\ **Replies:** 6\ **Last updated:** [July 16, 2024, 9:53am UTC](https://community.wandb.ai/t/webhook-payload-automation-variables/6693 "2024-07-16T09:53:50Z")
Hello I’m associating a webhook automation to my model registry artifacts, that makes a request to a Dagster server and calls our internal pipelines using the artifact’s metadata. I know that I can access WandB from th… --- ## [Request to Increase Rate Limit for Artifact Downloads](https://community.wandb.ai/t/request-to-increase-rate-limit-for-artifact-downloads/7209)
**Author:** [@tqsang97](https://community.wandb.ai/u/tqsang97)\ **Replies:** 5\ **Last updated:** [July 16, 2024, 7:28am UTC](https://community.wandb.ai/t/request-to-increase-rate-limit-for-artifact-downloads/7209 "2024-07-16T07:28:03Z")
Hi W&B Support Team, I am currently working on research involving hyperparameter searches and require downloading a substantial number of artifacts from W&B. However, I have encountered a 429 Client Error: Too Many Requ… [Next page](https://community.wandb.ai/tag/artifacts/10.md?match_all_tags=true&page=1&tags%5B%5D=artifacts)