# Google Cloud

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## [About the Google Cloud category](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fabout-the-google-cloud-category%2F106568)

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**Author:** [@pagezyhf](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fpagezyhf)%5C
**Replies:** 0\
**Last updated:** [September 13, 2024, 8:26am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fabout-the-google-cloud-category%2F106568 "2024-09-13T08:26:52Z")

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This category is for any questions related to using Hugging Face with Google Cloud. Don’t forget to check the documentation for more resources. If you have any questions, navigate to the category and open a new topic. …

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## [PavlovVlad10091984](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fpavlovvlad10091984%2F190642)

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**Author:** [@Vladlen1984](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FVladlen1984)%5C
**Replies:** 0\
**Last updated:** [October 15, 2026, 6:47pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fpavlovvlad10091984%2F190642 "2026-10-15T18:47:37Z")

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СИНЕРГИЯ КРЕМНИЕВОЙ И БИОЛОГИЧЕСКОЙ ЖИЗНИ: Архитектурный манифест действия Для исследователей, разработчиков ИИ (AI Alignment) и проектировщиков сложных систем Введение Современный вектор развития информационных систе…

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## [Feature Request: Enable IPv6 Support for Hugging Face API](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Ffeature-request-enable-ipv6-support-for-hugging-face-api%2F176581)

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**Author:** [@ynwd](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fynwd)%5C
**Replies:** 1\
**Last updated:** [September 6, 2026, 6:39am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Ffeature-request-enable-ipv6-support-for-hugging-face-api%2F176581 "2026-09-06T06:39:02Z")

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Currently, Hugging Face endpoints do not resolve to IPv6 (no AAAA records). With the global exhaustion of IPv4 addresses, cloud providers like AWS and Google Cloud (GCP) now charge extra for public IPv4 addresses, encour…

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## [Uploading to HuggingFace without Massive Egress Bills](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fuploading-to-huggingface-without-massive-egress-bills%2F175541)

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**Author:** [@WillHeld](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FWillHeld)%5C
**Replies:** 1\
**Last updated:** [April 25, 2026, 11:18pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fuploading-to-huggingface-without-massive-egress-bills%2F175541 "2026-04-25T23:18:15Z")

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Hello! I’m a model developer heavily using Google Cloud for both training and storage. I have lots of artifacts that I’d like to make accessible via HuggingFace but, right now, I need to think about what is worth export…

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## [Need to build extended knowledge base about Hugging Face toolbox best practices and recipes in the VertexAI Training environment](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fneed-to-build-extended-knowledge-base-about-hugging-face-toolbox-best-practices-and-recipes-in-the-vertexai-training-environment%2F171168)

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**Author:** [@jmassot](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fjmassot)%5C
**Replies:** 1\
**Last updated:** [December 5, 2025, 2:26am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fneed-to-build-extended-knowledge-base-about-hugging-face-toolbox-best-practices-and-recipes-in-the-vertexai-training-environment%2F171168 "2025-12-05T02:26:52Z")

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Hello everyone, A new engagement makes me reinvesting the VertexAI Training service, this time using Hugging Face eco-system. I think that, despite some documentation and examples exist, we are quickly expose to scenari…

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## [Help Needed: Setting Up SDXL LoRA Training on Google Cloud (non-coder, AI interior design project)](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fhelp-needed-setting-up-sdxl-lora-training-on-google-cloud-non-coder-ai-interior-design-project%2F167603)

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**Author:** [@ivanka-aici](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fivanka-aici)%5C
**Replies:** 1\
**Last updated:** [August 22, 2025, 3:43am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fhelp-needed-setting-up-sdxl-lora-training-on-google-cloud-non-coder-ai-interior-design-project%2F167603 "2025-08-22T03:43:02Z")

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Hi everyone, I’m working on a special AI interior design app based on my own design styles. I’ve already prepared everything — my image-caption datasets (800+ images per style + text files), training scripts (chat gpt) …

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## [(Not a question, a speed up hack) Ultra Fast Colab I Just Deleted Pip from a Colab Notebook, and IT STILL WORKED!](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fnot-a-question-a-speed-up-hack-ultra-fast-colab-i-just-deleted-pip-from-a-colab-notebook-and-it-still-worked%2F156652)

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**Author:** [@PhoenixStormJr](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FPhoenixStormJr)%5C
**Replies:** 0\
**Last updated:** [May 24, 2025, 9:50pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fnot-a-question-a-speed-up-hack-ultra-fast-colab-i-just-deleted-pip-from-a-colab-notebook-and-it-still-worked%2F156652 "2025-05-24T21:50:35Z")

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You can install Pip packages WAY faster now on Google Colab, with a little hack I just discovered! No Pip, no requirements.txt, no dependencies, JUST UNZIP THE FILE AND RUN! And maybe this could even work for huggingface…

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## [Why should one consider getting Google Cloud certified?](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fwhy-should-one-consider-getting-google-cloud-certified%2F152135)

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**Author:** [@walterpierson](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fwalterpierson)%5C
**Replies:** 1\
**Last updated:** [April 24, 2025, 12:57pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fwhy-should-one-consider-getting-google-cloud-certified%2F152135 "2025-04-24T12:57:11Z")

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I am exploring career opportunities in cloud computing and want to understand the real-world value of certifications like Google Cloud. Hearing from others who’ve earned it can help me decide if it’s worth pursuing in te…

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## [Help Needed: Extracting Blood Pressure & Glucose Readings Using ML](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fhelp-needed-extracting-blood-pressure-glucose-readings-using-ml%2F142783)

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**Author:** [@mhsarkar](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Fmhsarkar)%5C
**Replies:** 7\
**Last updated:** [March 3, 2025, 6:11am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Fhelp-needed-extracting-blood-pressure-glucose-readings-using-ml%2F142783 "2025-03-03T06:11:37Z")

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Hi everyone, I’m working on a project where I need to extract readings from Blood Pressure and Glucose Machines using Machine Learning. These devices typically display values using 7-segment digits, which makes OCR chal…

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## [Text-to-Symbol Magic - Wingdings Converter](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Ftext-to-symbol-magic-wingdings-converter%2F142124)

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**Author:** [@lhwalq](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2Flhwalq)%5C
**Replies:** 0\
**Last updated:** [February 21, 2025, 2:03am UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Ftext-to-symbol-magic-wingdings-converter%2F142124 "2025-02-21T02:03:34Z")

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I’ve developed an online Wingdings font converter (wingdingstranslator.xyz) that offers real-time conversion between text and Wingdings symbols. Features: Full Wingdings font family support (1/2/3) Browser-based, n…

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## [Accessing /similarity endpoint in Vertex AI on one click deploy model](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Faccessing-similarity-endpoint-in-vertex-ai-on-one-click-deploy-model%2F130545)

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**Author:** [@Backez](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Fu%2FBackez)%5C
**Replies:** 1\
**Last updated:** [December 11, 2024, 2:48pm UTC](/static-proxy?url=https%3A%2F%2Fdiscuss.huggingface.co%2Ft%2Faccessing-similarity-endpoint-in-vertex-ai-on-one-click-deploy-model%2F130545 "2024-12-11T14:48:19Z")

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I’ve deployed to google cloud Vertex AI using the one click deploy feature and it seems to be running fine. Unfortunately, it seems that my requests are being routed to the /embed endpoint as described here: Text Embeddi…
