# Azure ML Studio Model Catalog **URL:** https://discuss.huggingface.co/c/azureml/68.md [Latest](https://discuss.huggingface.co/latest.md) · [Categories](https://discuss.huggingface.co/categories.md) --- ## [About the Azure ML Studio Model Catalog category](https://discuss.huggingface.co/t/about-the-azure-ml-studio-model-catalog-category/40677)
**Author:** [@jeffboudier](https://discuss.huggingface.co/u/jeffboudier)\ **Replies:** 6\ **Last updated:** [August 30, 2024, 3:43pm UTC](https://discuss.huggingface.co/t/about-the-azure-ml-studio-model-catalog-category/40677 "2024-08-30T15:43:48Z")
This category is to ask questions about deploying Hugging Face Hub models for real-time inference in Azure Machine Learning using the new Hugging Face model catalog. We released on May 23, 2023 a new experience to easil… --- ## [SAM3 model in Microsoft Azure](https://discuss.huggingface.co/t/sam3-model-in-microsoft-azure/177338)
**Author:** [@jibuVmathew](https://discuss.huggingface.co/u/jibuVmathew)\ **Replies:** 2\ **Last updated:** [July 7, 2026, 1:50pm UTC](https://discuss.huggingface.co/t/sam3-model-in-microsoft-azure/177338 "2026-07-07T13:50:26Z")
Hello, I am trying to deploy SAM3 model in Microsoft Azure. Steps are as mentioned here, However, facing exception as below, Exception has occurred: HttpResponseError (SecretsInjectionError) Failed to retrieve a… --- ## [Failed to save model and tokenizer with .save\_pretrained()](https://discuss.huggingface.co/t/failed-to-save-model-and-tokenizer-with-save-pretrained/91968)
**Author:** [@IngoTB303](https://discuss.huggingface.co/u/IngoTB303)\ **Replies:** 3\ **Last updated:** [April 29, 2025, 4:34am UTC](https://discuss.huggingface.co/t/failed-to-save-model-and-tokenizer-with-save-pretrained/91968 "2025-04-29T04:34:29Z")
Hi there, I’m a kind of beginner with Azure Databricks. I have a Standard\_NC4as\_T4\_v3 singlenode compute engine with Databricks. I successfully loaded a model from the hub with .from\_pretrained() and did some inference. … --- ## [BgeM3 SKU - Microsoft Azure](https://discuss.huggingface.co/t/bgem3-sku-microsoft-azure/152694)
**Author:** [@BGEM3-Embedder](https://discuss.huggingface.co/u/BGEM3-Embedder)\ **Replies:** 0\ **Last updated:** [April 28, 2025, 5:50pm UTC](https://discuss.huggingface.co/t/bgem3-sku-microsoft-azure/152694 "2025-04-28T17:50:01Z")
I’ve been told to reach out toe HF Form from Microsoft ML Team regarding SKU Enablement for Bgem3 embedding model Information attached below on serving specifics: We would like to enable the following SKUs for the mode… --- ## [Models with text & text pair inputs are failing in Azure ML Studio](https://discuss.huggingface.co/t/models-with-text-text-pair-inputs-are-failing-in-azure-ml-studio/89192)
**Author:** [@kalikichandu](https://discuss.huggingface.co/u/kalikichandu)\ **Replies:** 0\ **Last updated:** [May 29, 2024, 12:32pm UTC](https://discuss.huggingface.co/t/models-with-text-text-pair-inputs-are-failing-in-azure-ml-studio/89192 "2024-05-29T12:32:45Z")
I’ve deployed cross-encoder-ms-marco-TinyBERT-L-2 model in ML studio for Inference. I’m trying to re-rank chunks as per user query. If I pass text & text pair as shown in model card for Hugging face Inference API, model … --- ## [Can anyone help me my log](https://discuss.huggingface.co/t/can-anyone-help-me-my-log/59692)
**Author:** [@Knightofsado](https://discuss.huggingface.co/u/Knightofsado)\ **Replies:** 0\ **Last updated:** [October 24, 2023, 12:36pm UTC](https://discuss.huggingface.co/t/can-anyone-help-me-my-log/59692 "2023-10-24T12:36:03Z")
Hello I’m here because of my log because it doesn’t work I with and with and with but the proxy don’t come out any hell --- ## [Can you set max\_new\_tokens in Azure ML studio](https://discuss.huggingface.co/t/can-you-set-max-new-tokens-in-azure-ml-studio/59612)
**Author:** [@stevedory](https://discuss.huggingface.co/u/stevedory)\ **Replies:** 0\ **Last updated:** [October 23, 2023, 9:08pm UTC](https://discuss.huggingface.co/t/can-you-set-max-new-tokens-in-azure-ml-studio/59612 "2023-10-23T21:08:30Z")
Deploying the google-flan-t5-large model in Azure ML studio. When I come to test the output is cutoff and pretty sure its a result of max\_new\_tokens or similar. Running the model on a decent size CPU with enough ram. Can… --- ## [How can I access Azure ML endpoints?](https://discuss.huggingface.co/t/how-can-i-access-azure-ml-endpoints/58824)
**Author:** [@codern](https://discuss.huggingface.co/u/codern)\ **Replies:** 0\ **Last updated:** [October 17, 2023, 3:55am UTC](https://discuss.huggingface.co/t/how-can-i-access-azure-ml-endpoints/58824 "2023-10-17T03:55:56Z")
On the official Azure website for Hugging Face, the link to Azure Marketplace is broken and I can not search for HuggingFace ML endpoints in marketplace. I am trying to deploy a custom model I created, did Azure remove… --- ## [Azure ML online endpoint hugging face model zero shot](https://discuss.huggingface.co/t/azure-ml-online-endpoint-hugging-face-model-zero-shot/43817)
**Author:** [@rpribeiroagily](https://discuss.huggingface.co/u/rpribeiroagily)\ **Replies:** 1\ **Last updated:** [October 2, 2023, 1:46pm UTC](https://discuss.huggingface.co/t/azure-ml-online-endpoint-hugging-face-model-zero-shot/43817 "2023-10-02T13:46:52Z")
I deployed this model facebook/bart-large-mnli · Hugging Face in Azure ML using online endpoint but when I try to ping the model I always get the same error 'Internal Server Error . I tried using the “test” in the UI and…