160 questions with Foundry Models tags

Sort by: Updated
0 answers

Unbilled Pricing Discrepancy & Refund Request: DeepSeek V4 Flash "Cached Global Tokens" Charged at ~357x Published Rate

Environment Details: Service: Azure AI Foundry (Serverless) Model: DeepSeek V4 Flash Deployment Dates: June 6–7, 2026 Subscription Billing Impact: ₹161,648.62 (~$1,900 USD) Issue Context During a two-day deployment of DeepSeek V4 Flash via Azure AI…

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-08-08T07:25:23.4833333+00:00
Jagannathan Veeraraghavan 20 Reputation points
0 answers

What is the pricing for the FW-Kimi-K3 (by Fireworks) model in Azure AI Foundry?

Here's a revised description that conveys frustration while staying professional enough for a public Microsoft Q&A: I'm using the FW-Kimi-K3 model offered through Azure's partnership with Fireworks AI and it is deployed in Azure AI Foundry (East US)…

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-08-06T16:52:16.1666667+00:00
The Max Coder 5 Reputation points
commented 2026-08-07T21:35:53.45+00:00
The Max Coder 5 Reputation points
2 answers

Azure AI Foundry: Deployment fails with 'InvalidResourceProperties' / 'Failed to validate policies' across both partner and native GPT image models

We are hitting a persistent block when trying to spin up new model deployments. The deployment wizard immediately fails at the API layer with the following status…

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-07-21T00:47:38.0166667+00:00
Carroll, Gary 10 Reputation points
commented 2026-08-07T12:10:00.5633333+00:00
Adam Legge 0 Reputation points
0 answers

Billing Policy for the Cohere Rerank Model in Microsoft Foundry

Hello, I am an Azure engineer based in Korea. I am currently using the Cohere-rerank-v4.0-fast model deployed in Microsoft Foundry, and I would like to clarify how billing is calculated for this model. According to the official documentation, Cohere…

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-08-07T01:46:32.8466667+00:00
김교현 0 Reputation points
2 answers One of the answers was accepted by the question author.

Azure OpenAI: "unusual activity" BadRequest blocks all model deployments (scale + new) across my subscription

ENVIRONMENT Service: Azure OpenAI / Azure AI Foundry Regions: Sweden Central (primary), plus France Central and UK South resources Resource kind: OpenAI; deployment SKUs: DataZoneStandard / GlobalStandard Tooling: Azure AI Foundry portal and Azure…

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-07-09T04:52:16.8966667+00:00
Francisco 25 Reputation points
accepted 2026-08-05T17:34:11.2633333+00:00
Francisco 25 Reputation points
1 answer

We are unable to access Resnet models under AI Foundry

We created an AI Foundry resource under West US2. When searching for Resent Models under Model Catalog, we are unable to find the service. Our org is on pay-as-you-go subscription.

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-07-16T05:20:30.1433333+00:00
Preetham Johnson Vedala 0 Reputation points
commented 2026-08-05T07:30:13.2433333+00:00
SRILAKSHMI C 19,730 Reputation points Microsoft External Staff Moderator
2 answers

Subject: GA-status models (gpt-4o 2024-11-20 / gpt-4o-mini 2024-07-18) are blocked for new deployments — this directly contradicts Microsoft's own documentation

We are unable to create new deployments of gpt-4o (2024-11-20) or gpt-4o-mini (2024-07-18) in any capacity, and the error returned directly contradicts Microsoft's own published lifecycle documentation. We need clarification, because this is impacting a…

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-06-30T10:37:55.37+00:00
Wang Wang 5 Reputation points
answered 2026-08-05T05:46:46.35+00:00
Sridevi Machavarapu 33,660 Reputation points Microsoft External Staff Moderator
2 answers

Azure AI Foundry Anthropic Claude deployment fails with ResourceOperationFailure InternalServerError

I am trying to deploy Anthropic Claude in Azure AI Foundry, but every deployment fails with InternalServerError. Claude quota is already available in Azure AI Foundry: Claude Opus 4.6 / 4.8 Global Standard 40K TPM Deployment…

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-07-06T22:30:57.2066667+00:00
Ilhm Arfn 0 Reputation points
answered 2026-08-05T00:33:35.77+00:00
Manish Deshpande 7,815 Reputation points Microsoft External Staff Moderator
2 answers

Model Router with GPT-5.6 family

Hi, I just want to know when will GPT-5.6 family be included as Model Router model's pool options

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-07-28T08:49:00.3+00:00
Nhan Hoang 0 Reputation points
answered 2026-08-04T16:35:51.22+00:00
SRILAKSHMI C 19,730 Reputation points Microsoft External Staff Moderator
1 answer

Azure OpenAI "GPT 5.6-sol" models report errors in various regions

We have several deployments in multiple regions (Germany, France, Sweden) of multiple models, including GPT 5.6 SOL. Since yesterday, there has been a decrease in performance with lots of disconnects. A few hours ago, they stopped working altogether.…

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-07-24T14:14:19.3766667+00:00
Denniver Reining 0 Reputation points
commented 2026-08-04T16:27:04.2133333+00:00
SRILAKSHMI C 19,730 Reputation points Microsoft External Staff Moderator
2 answers

Requesting a model quota increase for Anthropic claude-sonnet-5

The self-service quota form (aka.ms/oai/stuquotarequest) repeatedly fails at its email-verification step — the verify link (verifyemail.microsoft.com/.../tokenverification/verify) returns "The request is blocked" (Azure Front Door) on all three…

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-07-09T17:30:41.9+00:00
Ryan Gallier 0 Reputation points
answered 2026-08-04T15:41:26.8933333+00:00
Rene Steen 0 Reputation points
2 answers One of the answers was accepted by the question author.

How to use inbuilt skills for Antropic Models in Foundry

Hi I am trying to use Antropics built-in pptx skill via claude model in azure foundry. Ref :- https://platform.claude.com/docs/en/agents-and-tools/agent-skills/quickstart But when I try it I get the following:- code_execution, skills not supported in…

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-08-01T19:43:16.7366667+00:00
Sakib Ali Choudhary 250 Reputation points
answered 2026-08-04T03:06:40.6533333+00:00
Sridevi Machavarapu 33,660 Reputation points Microsoft External Staff Moderator
3 answers

Premium hosted model (databricks-claude-opus-4-8) blocked by a Databricks-set rate limit of 0 suspected TRIAL_VERIFIED trust tier. Requesting upgrade to PAYABLE_VERIFIED.

When querying the pay-per-token Foundation Model API endpoint databricks-claude-opus-4-8 (and other Anthropic Claude models) from the AI Playground, every request fails immediately with:   InternalError…

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-07-07T16:18:31.39+00:00
tarik zouitni 0 Reputation points
edited the question 2026-08-03T18:41:54.8066667+00:00
Sreetheja Adusumilli 965 Reputation points Microsoft External Staff Moderator
1 answer

I can't deploy the claude-opus-5 model on AI Foundry, even though I have the required quota.

Hello, I'm having trouble deploying the Claude Opus 5 model on AI Foundry even though I have the required quota; it says “Provisioning Status: Failed.” I would appreciate some help, please.

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-08-02T12:00:41.3633333+00:00
Maya Palabey 0 Reputation points
answered 2026-08-03T17:11:46.0366667+00:00
Jerald Felix 18,200 Reputation points Volunteer Moderator
1 answer One of the answers was accepted by the question author.

I've got an unrealistic Foundry bill, can someone help explain please?

Hello, I've got this graph showing my input tokens going over 4M tokens a minute couple days ago, which is not realistic since they were against one model that is rate limited to 40K tokens a minute. Does anyone know how this could've happened? My bill…

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-08-01T13:36:45.5333333+00:00
Ismaeel AA 20 Reputation points
commented 2026-08-03T16:21:26.1066667+00:00
Ismaeel AA 20 Reputation points
4 answers

Initial Global Standard quota allocation for claude-sonnet-5 in Sweden Central on a pay-as-you-go subscription

We run Anthropic Claude models in Azure AI Foundry in Sweden Central on a pay-as-you-go subscription (offer PayAsYouGo_2014-09-01, spending limit off), in production. The subscription already holds and actively uses Anthropic quota. Claude Sonnet 4.6 is…

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-07-31T14:10:37.6266667+00:00
Artem Koloskov 0 Reputation points
answered 2026-08-03T13:01:32.5433333+00:00
Artem Koloskov 0 Reputation points
1 answer

Supported languages of MAI-Voice-2 (document inconsistence)

The model card for Foundry linked below lists "Multilingual support across 10+ languages" under "Key capabilities," yet the "Key model capabilities" section lists only nine languages: English, Spanish, French, German,…

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-08-03T06:13:45.58+00:00
Taro Masuda 0 Reputation points
answered 2026-08-03T06:14:00.38+00:00

AI answer

1 answer

Error deploying grok-4.3 on Foundry

When I go to the model catalog in Foundry and attempt to deploy grok-4.3, I get the following error: "Failed to load marketplace information for model azureml://registries/azureml-xai/models/grok-4.3 is not available." Is there a way to request…

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-07-31T13:52:24.11+00:00
Luke Morehead 0 Reputation points
answered 2026-07-31T18:09:17.0133333+00:00
Allan Solomon Mejia 2,595 Reputation points
0 answers

Mistral OCR - table output sometimes HTML, sometimes Markdown, why?

I have a quick question regarding our Mistral OCR deployment on Azure AI Foundry. For the same document and the same request payload (same model, document.type: "image_url", include_image_base64: true), I'm seeing different table output formats…

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-07-30T06:52:44.4533333+00:00
Kunal Bayola 0 Reputation points
2 answers

500 Errors when using Foundry with OpenAI Models

I have a SaaS that uses Azure Foundry with OpenAI models. I have been receiving very frequent 500 errors with the message: The server had an error processing your request. Sorry about that! You can retry your request, or contact us through an Azure…

Foundry Models
Foundry Models

A catalog of AI models in Microsoft Foundry that you can discover, compare, and deploy using Azure’s built‑in tools for evaluation, fine‑tuning, and inference

160 questions
asked 2026-07-29T13:45:00.4+00:00
João Abrantes 0 Reputation points
commented 2026-07-29T14:06:50.0866667+00:00
João Abrantes 0 Reputation points