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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
AI 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
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
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
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
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
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