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‎articles/ai-foundry/concepts/concept-playgrounds.md‎

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@@ -26,8 +26,8 @@ Some highlights of the Azure AI Foundry playgrounds experience include:
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- **AgentOps support** for Evaluations and Tracing in the **Agents playground.**
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- **Open in VS Code** for Chat and Agents playground. This feature saves you time by automatically importing your endpoint and key from Azure AI Foundry to VS Code for multi-lingual code samples.
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- **Images Playground 2.0** for [gpt-image-1](https://ai.azure.com/explore/models/gpt-image-1/version/2025-04-15/registry/azure-openai), [Stable Diffusion 3.5 Large](https://ai.azure.com/explore/models/Stable-Diffusion-3.5-Large/version/1/registry/azureml-stabilityai), and [Bria 2.3 Fast](https://ai.azure.com/explore/models/Bria-2.3-Fast/version/1/registry/azureml-bria) models.
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- **Audio playground** for [gpt-4o-audio](https://ai.azure.com/explore/models/gpt-4o-transcribe/version/2025-03-20/registry/azure-openai), [gpt-4o-transcribe](https://ai.azure.com/explore/models/gpt-4o-transcribe/version/2025-03-20/registry/azure-openai), and [gpt-4o-mini-tts](https://ai.azure.com/explore/models/gpt-4o-mini-tts/version/2025-03-20/registry/azure-openai) models.
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- **Images Playground 2.0** for [gpt-image-1](https://ai.azure.com/explore/models/gpt-image-1/version/2025-04-15/registry/azure-openai/?cid=learnDocs), [Stable Diffusion 3.5 Large](https://ai.azure.com/explore/models/Stable-Diffusion-3.5-Large/version/1/registry/azureml-stabilityai/?cid=learnDocs), and [Bria 2.3 Fast](https://ai.azure.com/explore/models/Bria-2.3-Fast/version/1/registry/azureml-bria/?cid=learnDocs) models.
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- **Audio playground** for [gpt-4o-audio](https://ai.azure.com/explore/models/gpt-4o-transcribe/version/2025-03-20/registry/azure-openai/?cid=learnDocs), [gpt-4o-transcribe](https://ai.azure.com/explore/models/gpt-4o-transcribe/version/2025-03-20/registry/azure-openai/?cid=learnDocs), and [gpt-4o-mini-tts](https://ai.azure.com/explore/models/gpt-4o-mini-tts/version/2025-03-20/registry/azure-openai/?cid=learnDocs) models.
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- **Video playground** for Azure OpenAI Sora.
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:::image type="content" source="../media/concept-playgrounds/playground-landing-page.png" alt-text="Screenshot of the Azure AI Foundry playground landing page showcasing features for rapid prototyping and experimentation. The left pane of the portal has been customized to show the Playgrounds tab." lightbox="../media/concept-playgrounds/playground-landing-page.png":::

‎articles/ai-foundry/concepts/model-lifecycle-retirement.md‎

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@@ -85,17 +85,17 @@ The following tables list the timelines for models that are on track for retirem
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| Model | Legacy date (UTC) | Deprecation date (UTC) | Retirement date (UTC) | Suggested replacement model |
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|-------|-------------------|------------------------|-----------------------|-----------------------------|
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| Jamba Instruct | February 1, 2025 | February 1, 2025 | March 1, 2025 | N/A |
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| [AI21-Jamba-1.5-Large](https://ai.azure.com/explore/models/AI21-Jamba-1.5-Large/version/1/registry/azureml-ai21) | May 1, 2025 | July 1, 2025 | August 1, 2025 | N/A |
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| [AI21-Jamba-1.5-Mini](https://ai.azure.com/explore/models/AI21-Jamba-1.5-Mini/version/1/registry/azureml-ai21) | May 1, 2025 | July 1, 2025 | August 1, 2025 | N/A |
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| [AI21-Jamba-1.5-Large](https://ai.azure.com/explore/models/AI21-Jamba-1.5-Large/version/1/registry/azureml-ai21/?cid=learnDocs) | May 1, 2025 | July 1, 2025 | August 1, 2025 | N/A |
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| [AI21-Jamba-1.5-Mini](https://ai.azure.com/explore/models/AI21-Jamba-1.5-Mini/version/1/registry/azureml-ai21/?cid=learnDocs) | May 1, 2025 | July 1, 2025 | August 1, 2025 | N/A |
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#### Cohere
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| Model | Legacy date (UTC) | Deprecation date (UTC) | Retirement date (UTC) | Suggested replacement model |
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|-------|-------------------|------------------------|-----------------------|-----------------------------|
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| [Command R](https://aka.ms/azureai/landing/Cohere-command-r) | February 24, 2025 | March 25, 2025 | June 30, 2025 | [Cohere Command R 08-2024](https://aka.ms/azureai/landing/Cohere-command-r-08-2024) |
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| [Command R+](https://aka.ms/azureai/landing/Cohere-command-r-plus) | February 24, 2025 | March 25, 2025 | June 30, 2025 | [Cohere Command R+ 08-2024](https://aka.ms/azureai/landing/Cohere-command-r-plus-08-2024) |
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| [Cohere-rerank-v3-english](https://ai.azure.com/explore/models/Cohere-rerank-v3-english/version/1/registry/azureml-cohere) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Cohere-rerank-v3.5](https://ai.azure.com/explore/models/Cohere-rerank-v3.5/version/1/registry/azureml-cohere) |
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| [Cohere-rerank-v3-multilingual](https://ai.azure.com/explore/models/Cohere-rerank-v3-multilingual/version/1/registry/azureml-cohere) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Cohere-rerank-v3.5](https://ai.azure.com/explore/models/Cohere-rerank-v3.5/version/1/registry/azureml-cohere) |
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| [Cohere-rerank-v3-english](https://ai.azure.com/explore/models/Cohere-rerank-v3-english/version/1/registry/azureml-cohere/?cid=learnDocs) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Cohere-rerank-v3.5](https://ai.azure.com/explore/models/Cohere-rerank-v3.5/version/1/registry/azureml-cohere/?cid=learnDocs) |
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| [Cohere-rerank-v3-multilingual](https://ai.azure.com/explore/models/Cohere-rerank-v3-multilingual/version/1/registry/azureml-cohere/?cid=learnDocs) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Cohere-rerank-v3.5](https://ai.azure.com/explore/models/Cohere-rerank-v3.5/version/1/registry/azureml-cohere/?cid=learnDocs) |
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#### DeepSeek
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| Model | Legacy date (UTC) | Deprecation date (UTC) | Retirement date (UTC) | Suggested replacement model |
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|-------|-------------------|------------------------|-----------------------|-----------------------------|
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| [Gretel-Navigator-Tabular](https://ai.azure.com/explore/models/Gretel-Navigator-Tabular/version/1/registry/azureml-gretel) | N/A | June 16, 2025 | September 16, 2025 | N/A |
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| [Gretel-Navigator-Tabular](https://ai.azure.com/explore/models/Gretel-Navigator-Tabular/version/1/registry/azureml-gretel/?cid=learnDocs) | N/A | June 16, 2025 | September 16, 2025 | N/A |
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#### Meta
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| Model | Legacy date (UTC) | Deprecation date (UTC) | Retirement date (UTC) | Suggested replacement model |
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|-------|-------------------|------------------------|-----------------------|-----------------------------|
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| [Llama-2-13b](https://ai.azure.com/explore/models/Llama-2-13b/version/24/registry/azureml-meta) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Meta-Llama-3.1-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-8B-Instruct/version/4/registry/azureml-meta) |
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| [Llama-2-13b-chat](https://ai.azure.com/explore/models/Llama-2-13b-chat/version/22/registry/azureml-meta) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Meta-Llama-3.1-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-8B-Instruct/version/4/registry/azureml-meta) |
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| [Llama-2-70b](https://ai.azure.com/explore/models/Llama-2-70b/version/25/registry/azureml-meta) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Llama-3.3-70B-Instruct](https://ai.azure.com/explore/models/Llama-3.3-70B-Instruct/version/4/registry/azureml-meta) |
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| [Llama-2-70b-chat](https://ai.azure.com/explore/models/Llama-2-70b-chat/version/22/registry/azureml-meta) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Llama-3.3-70B-Instruct](https://ai.azure.com/explore/models/Llama-3.3-70B-Instruct/version/4/registry/azureml-meta) |
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| [Llama-2-7b](https://ai.azure.com/explore/models/Llama-2-7b/version/23/registry/azureml-meta) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Meta-Llama-3.1-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-8B-Instruct/version/4/registry/azureml-meta) |
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| [Llama-2-7b-chat](https://ai.azure.com/explore/models/Llama-2-7b-chat/version/27/registry/azureml-meta) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Meta-Llama-3.1-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-8B-Instruct/version/4/registry/azureml-meta) |
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| [Meta-Llama-3-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-70B-Instruct/version/9/registry/azureml-meta) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Llama-3.3-70B-Instruct](https://ai.azure.com/explore/models/Llama-3.3-70B-Instruct/version/4/registry/azureml-meta) |
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| [Meta-Llama-3-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-8B-Instruct/version/9/registry/azureml-meta) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Meta-Llama-3.1-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-8B-Instruct/version/4/registry/azureml-meta) |
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| [Meta-Llama-3.1-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-70B-Instruct/version/4/registry/azureml-meta) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Llama-3.3-70B-Instruct](https://ai.azure.com/explore/models/Llama-3.3-70B-Instruct/version/4/registry/azureml-meta) |
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| [Llama-2-13b](https://ai.azure.com/explore/models/Llama-2-13b/version/24/registry/azureml-meta/?cid=learnDocs) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Meta-Llama-3.1-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-8B-Instruct/version/4/registry/azureml-meta/?cid=learnDocs) |
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| [Llama-2-13b-chat](https://ai.azure.com/explore/models/Llama-2-13b-chat/version/22/registry/azureml-meta/?cid=learnDocs) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Meta-Llama-3.1-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-8B-Instruct/version/4/registry/azureml-meta/?cid=learnDocs) |
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| [Llama-2-70b](https://ai.azure.com/explore/models/Llama-2-70b/version/25/registry/azureml-meta/?cid=learnDocs) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Llama-3.3-70B-Instruct](https://ai.azure.com/explore/models/Llama-3.3-70B-Instruct/version/4/registry/azureml-meta/?cid=learnDocs) |
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| [Llama-2-70b-chat](https://ai.azure.com/explore/models/Llama-2-70b-chat/version/22/registry/azureml-meta/?cid=learnDocs) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Llama-3.3-70B-Instruct](https://ai.azure.com/explore/models/Llama-3.3-70B-Instruct/version/4/registry/azureml-meta/?cid=learnDocs) |
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| [Llama-2-7b](https://ai.azure.com/explore/models/Llama-2-7b/version/23/registry/azureml-meta/?cid=learnDocs) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Meta-Llama-3.1-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-8B-Instruct/version/4/registry/azureml-meta/?cid=learnDocs) |
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| [Llama-2-7b-chat](https://ai.azure.com/explore/models/Llama-2-7b-chat/version/27/registry/azureml-meta/?cid=learnDocs) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Meta-Llama-3.1-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-8B-Instruct/version/4/registry/azureml-meta/?cid=learnDocs) |
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| [Meta-Llama-3-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-70B-Instruct/version/9/registry/azureml-meta/?cid=learnDocs) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Llama-3.3-70B-Instruct](https://ai.azure.com/explore/models/Llama-3.3-70B-Instruct/version/4/registry/azureml-meta/?cid=learnDocs) |
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| [Meta-Llama-3-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-8B-Instruct/version/9/registry/azureml-meta/?cid=learnDocs) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Meta-Llama-3.1-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-8B-Instruct/version/4/registry/azureml-meta/?cid=learnDocs) |
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| [Meta-Llama-3.1-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-70B-Instruct/version/4/registry/azureml-meta/?cid=learnDocs) | February 28, 2025 | March 31, 2025 | June 30, 2025 | [Llama-3.3-70B-Instruct](https://ai.azure.com/explore/models/Llama-3.3-70B-Instruct/version/4/registry/azureml-meta/?cid=learnDocs) |
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#### Microsoft
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| Model | Legacy date (UTC) | Deprecation date (UTC) | Retirement date (UTC) | Suggested replacement model |
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|-------|-------------------|------------------------|-----------------------|-----------------------------|
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| [Phi-3-medium-4k-instruct](https://ai.azure.com/explore/models/Phi-3-medium-4k-instruct/version/6/registry/azureml) | June 9, 2025 | June 30, 2025 | August 30, 2025 | [Phi-4](https://ai.azure.com/explore/models/Phi-4/version/8/registry/azureml) |
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| [Phi-3-medium-128k-instruct](https://ai.azure.com/explore/models/Phi-3-medium-128k-instruct/version/7/registry/azureml) | June 9, 2025 | June 30, 2025 | August 30, 2025 | [Phi-4](https://ai.azure.com/explore/models/Phi-4/version/8/registry/azureml) |
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| [Phi-3-mini-4k-instruct](https://ai.azure.com/explore/models/Phi-3-mini-4k-instruct/version/15/registry/azureml) | June 9, 2025 | June 30, 2025 | August 30, 2025 | [Phi-4-mini-instruct](https://ai.azure.com/explore/models/Phi-4-mini-instruct/version/1/registry/azureml) |
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| [Phi-3-mini-128k-instruct](https://ai.azure.com/explore/models/Phi-3-mini-128k-instruct/version/13/registry/azureml) | June 9, 2025 | June 30, 2025 | August 30, 2025 | [Phi-4-mini-instruct](https://ai.azure.com/explore/models/Phi-4-mini-instruct/version/1/registry/azureml) |
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| [Phi-3-small-8k-instruct](https://ai.azure.com/explore/models/Phi-3-small-8k-instruct/version/6/registry/azureml) | June 9, 2025 | June 30, 2025 | August 30, 2025 | [Phi-4-mini-instruct](https://ai.azure.com/explore/models/Phi-4-mini-instruct/version/1/registry/azureml) |
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| [Phi-3-small-128k-instruct](https://ai.azure.com/explore/models/Phi-3-small-128k-instruct/version/5/registry/azureml) | June 9, 2025 | June 30, 2025 | August 30, 2025 | [Phi-4-mini-instruct](https://ai.azure.com/explore/models/Phi-4-mini-instruct/version/1/registry/azureml) |
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| [Phi-3.5-mini-instruct](https://ai.azure.com/explore/models/Phi-3.5-mini-instruct/version/6/registry/azureml) | June 9, 2025 | June 30, 2025 | August 30, 2025 | [Phi-4-mini-instruct](https://ai.azure.com/explore/models/Phi-4-mini-instruct/version/1/registry/azureml) |
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| [Phi-3.5-MoE-instruct](https://ai.azure.com/explore/models/Phi-3.5-MoE-instruct/version/5/registry/azureml) | June 9, 2025 | June 30, 2025 | August 30, 2025 | [Phi-4-mini-instruct](https://ai.azure.com/explore/models/Phi-4-mini-instruct/version/1/registry/azureml) |
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| [Phi-3.5-vision-instruct](https://ai.azure.com/explore/models/Phi-3.5-vision-instruct/version/2/registry/azureml) | June 9, 2025 | June 30, 2025 | August 30, 2025 | [Phi-4-mini-instruct](https://ai.azure.com/explore/models/Phi-4-mini-instruct/version/1/registry/azureml) |
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| [Phi-3-medium-4k-instruct](https://ai.azure.com/explore/models/Phi-3-medium-4k-instruct/version/6/registry/azureml/?cid=learnDocs) | June 9, 2025 | June 30, 2025 | August 30, 2025 | [Phi-4](https://ai.azure.com/explore/models/Phi-4/version/8/registry/azureml/?cid=learnDocs) |
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| [Phi-3-medium-128k-instruct](https://ai.azure.com/explore/models/Phi-3-medium-128k-instruct/version/7/registry/azureml/?cid=learnDocs) | June 9, 2025 | June 30, 2025 | August 30, 2025 | [Phi-4](https://ai.azure.com/explore/models/Phi-4/version/8/registry/azureml/?cid=learnDocs) |
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| [Phi-3-mini-4k-instruct](https://ai.azure.com/explore/models/Phi-3-mini-4k-instruct/version/15/registry/azureml/?cid=learnDocs) | June 9, 2025 | June 30, 2025 | August 30, 2025 | [Phi-4-mini-instruct](https://ai.azure.com/explore/models/Phi-4-mini-instruct/version/1/registry/azureml/?cid=learnDocs) |
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| [Phi-3-mini-128k-instruct](https://ai.azure.com/explore/models/Phi-3-mini-128k-instruct/version/13/registry/azureml/?cid=learnDocs) | June 9, 2025 | June 30, 2025 | August 30, 2025 | [Phi-4-mini-instruct](https://ai.azure.com/explore/models/Phi-4-mini-instruct/version/1/registry/azureml/?cid=learnDocs) |
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| [Phi-3-small-8k-instruct](https://ai.azure.com/explore/models/Phi-3-small-8k-instruct/version/6/registry/azureml/?cid=learnDocs) | June 9, 2025 | June 30, 2025 | August 30, 2025 | [Phi-4-mini-instruct](https://ai.azure.com/explore/models/Phi-4-mini-instruct/version/1/registry/azureml/?cid=learnDocs) |
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| [Phi-3-small-128k-instruct](https://ai.azure.com/explore/models/Phi-3-small-128k-instruct/version/5/registry/azureml/?cid=learnDocs) | June 9, 2025 | June 30, 2025 | August 30, 2025 | [Phi-4-mini-instruct](https://ai.azure.com/explore/models/Phi-4-mini-instruct/version/1/registry/azureml/?cid=learnDocs) |
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| [Phi-3.5-mini-instruct](https://ai.azure.com/explore/models/Phi-3.5-mini-instruct/version/6/registry/azureml/?cid=learnDocs) | June 9, 2025 | June 30, 2025 | August 30, 2025 | [Phi-4-mini-instruct](https://ai.azure.com/explore/models/Phi-4-mini-instruct/version/1/registry/azureml/?cid=learnDocs) |
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| [Phi-3.5-MoE-instruct](https://ai.azure.com/explore/models/Phi-3.5-MoE-instruct/version/5/registry/azureml/?cid=learnDocs) | June 9, 2025 | June 30, 2025 | August 30, 2025 | [Phi-4-mini-instruct](https://ai.azure.com/explore/models/Phi-4-mini-instruct/version/1/registry/azureml/?cid=learnDocs) |
138+
| [Phi-3.5-vision-instruct](https://ai.azure.com/explore/models/Phi-3.5-vision-instruct/version/2/registry/azureml/?cid=learnDocs) | June 9, 2025 | June 30, 2025 | August 30, 2025 | [Phi-4-mini-instruct](https://ai.azure.com/explore/models/Phi-4-mini-instruct/version/1/registry/azureml/?cid=learnDocs) |
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#### Mistral AI
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| Model | Legacy date (UTC) | Deprecation date (UTC) | Retirement date (UTC) | Suggested replacement model |
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|-------|-------------------|------------------------|-----------------------|-----------------------------|
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| [Mistral-small](https://ai.azure.com/explore/models/Mistral-small/version/1/registry/azureml-mistral) | March 31, 2025 | April 30, 2025 | July 31, 2025 | [Mistral-small-2503](https://aka.ms/aistudio/landing/mistral-small-2503) |
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| [Mistral-small](https://ai.azure.com/explore/models/Mistral-small/version/1/registry/azureml-mistral/?cid=learnDocs) | March 31, 2025 | April 30, 2025 | July 31, 2025 | [Mistral-small-2503](https://aka.ms/aistudio/landing/mistral-small-2503) |
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| [Mistral-large-2407](https://aka.ms/azureai/landing/Mistral-Large-2407) | January 13, 2025 | February 13, 2025 | May 13, 2025 | [Mistral-large-2411](https://aka.ms/aistudio/landing/Mistral-Large-2411) |
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| [Mistral-large](https://aka.ms/azureai/landing/Mistral-Large) | December 15, 2024 | January 15, 2025 | April 15, 2025 | [Mistral-large-2411](https://aka.ms/aistudio/landing/Mistral-Large-2411) |
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