Apply suggestions from code review

Author: msakande

articles/ai-foundry/concepts/models-featured.md

@@ -216,7 +216,7 @@ Microsoft models include various model groups such as MAI models, Phi models, he
 | ------ | ---- | ------------ |
 | [MAI-DS-R1](https://ai.azure.com/explore/models/MAI-DS-R1/version/1/registry/azureml) | [chat-completion with reasoning content](../model-inference/how-to/use-chat-reasoning.md?context=/azure/ai-foundry/context/context) | - **Input:** text (163,840 tokens) <br /> - **Output:** text (163,840 tokens) <br />  - **Tool calling:** No <br /> - **Response formats:** Text. |
 | [Phi-4-reasoning](https://aka.ms/azureai/landing/Phi-4-reasoning) | [chat-completion with reasoning content](../model-inference/how-to/use-chat-reasoning.md?context=/azure/ai-foundry/context/context) | - **Input:** text (32768 tokens) <br /> - **Output:** text (32768 tokens) <br /> - **Tool calling:** No <br /> - **Response formats:** Text |
-| [Phi-4-mini-reasoning](https://aka.ms/azureai/landing/Phi-4-mini-reasoning) | [chat-completion with reasoning content](../model-inference/how-to/use-chat-reasoning.md?context=/azure/ai-foundry/context/context) | - **Input:** text (128k tokens) <br /> - **Output:** text (128k tokens) <br /> - **Tool calling:** Yes <br /> - **Response formats:** Text |
+| [Phi-4-mini-reasoning](https://aka.ms/azureai/landing/Phi-4-mini-reasoning) | [chat-completion with reasoning content](../model-inference/how-to/use-chat-reasoning.md?context=/azure/ai-foundry/context/context) | - **Input:** text (128,000 tokens) <br /> - **Output:** text (128,000 tokens) <br /> - **Tool calling:** Yes <br /> - **Response formats:** Text |
 | [Phi-4-multimodal-instruct](https://ai.azure.com/explore/models/Phi-4-multimodal-instruct/version/1/registry/azureml) | [chat-completion (with image and audio content)](../model-inference/how-to/use-chat-multi-modal.md?context=/azure/ai-foundry/context/context) | - **Input:** text, images, and audio (131,072 tokens) <br /> - **Output:** text (4,096 tokens) <br /> - **Tool calling:** No <br /> - **Response formats:** Text |
 | [Phi-4-mini-instruct](https://ai.azure.com/explore/models/Phi-4-mini-instruct/version/1/registry/azureml) | [chat-completion](../model-inference/how-to/use-chat-completions.md?context=/azure/ai-foundry/context/context) | - **Input:** text (131,072 tokens) <br /> - **Output:** text (4,096 tokens) <br />  - **Tool calling:** No <br /> - **Response formats:** Text |
 | [Phi-4](https://ai.azure.com/explore/models/Phi-4/version/2/registry/azureml) | [chat-completion](../model-inference/how-to/use-chat-completions.md?context=/azure/ai-foundry/context/context) | - **Input:** text (16,384 tokens) <br /> - **Output:** text (16,384 tokens) <br /> - **Tool calling:** No <br /> - **Response formats:** Text |

articles/ai-foundry/includes/region-availability-maas.md

@@ -78,7 +78,7 @@ Llama 3.1 405B Instruct  | [Microsoft Managed Countries/Regions](/partner-center
 | Model | Offer Availability Region  | Hub/Project Region for Deployment  | Hub/Project Region for Fine tuning  |
 |---------|---------|---------|---------|
 MAI-DS-R1      | Not applicable | East US <br> East US 2 <br> North Central US <br> South Central US <br> West US <br> West US 3  | Not available       |
-Phi-4-reasoning <br> Phi-4-mini-reasoning  | Not applicable | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3  | Not available     |
+Phi-4-reasoning <br> Phi-4-mini-reasoning  | Not applicable | East US <br> East US 2 <br> North Central US <br> South Central US <br> West US <br> West US 3  | Not available     |
 Phi-4 <br>  Phi-4-mini-instruct <br>  Phi-4-multimodal-instruct    | Not applicable | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3  | East US 2 <br> East US <br> North Central US <br> South Central US <br> West US <br> West US 3      |
 Phi-3.5-vision-Instruct     | Not applicable | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3  | Not available       |
 Phi-3.5-MoE-Instruct     | Not applicable | East US <br> East US 2 <br> North Central US <br> South Central US <br> Sweden Central <br> West US <br> West US 3  | East US 2 <br> East US <br> North Central US <br> South Central US <br> West US <br> West US 3      |

articles/machine-learning/concept-models-featured.md

@@ -219,7 +219,7 @@ Microsoft models include various model groups such as MAI models, Phi models, he
 | ------ | ---- | ------------ |
 | [MAI-DS-R1](https://ai.azure.com/explore/models/MAI-DS-R1/version/1/registry/azureml) | [chat-completion with reasoning content](../ai-foundry/model-inference/how-to/use-chat-reasoning.md?context=/azure/machine-learning/context/context) | - **Input:** text (163,840 tokens) <br /> - **Output:** text (163,840 tokens) <br /> - **Tool calling:** No <br /> - **Response formats:** Text. |
 | [Phi-4-reasoning](https://aka.ms/azureai/landing/Phi-4-reasoning) | [chat-completion with reasoning content](../ai-foundry/model-inference/how-to/use-chat-reasoning.md?context=/azure/machine-learning/context/context) | - **Input:** text (32768 tokens) <br /> - **Output:** text (32768 tokens) <br /> - **Tool calling:** No <br /> - **Response formats:** Text |
-| [Phi-4-mini-reasoning](https://aka.ms/azureai/landing/Phi-4-mini-reasoning) | [chat-completion with reasoning content](../ai-foundry/model-inference/how-to/use-chat-reasoning.md?context=/azure/machine-learning/context/context) | - **Input:** text (128k tokens) <br /> - **Output:** text (128k tokens) <br /> - **Tool calling:** Yes <br /> - **Response formats:** Text |
+| [Phi-4-mini-reasoning](https://aka.ms/azureai/landing/Phi-4-mini-reasoning) | [chat-completion with reasoning content](../ai-foundry/model-inference/how-to/use-chat-reasoning.md?context=/azure/machine-learning/context/context) | - **Input:** text (128,000 tokens) <br /> - **Output:** text (128,000 tokens) <br /> - **Tool calling:** Yes <br /> - **Response formats:** Text |
 | [Phi-4-multimodal-instruct](https://ai.azure.com/explore/models/Phi-4-multimodal-instruct/version/1/registry/azureml) | [chat-completion (with image and audio content)](../ai-foundry/model-inference/how-to/use-chat-multi-modal.md?context=/azure/machine-learning/context/context) | - **Input:** text, images, and audio (131,072 tokens) <br /> - **Output:** text (4,096 tokens) <br /> - **Tool calling:** No <br /> - **Response formats:** Text |
 | [Phi-4-mini-instruct](https://ai.azure.com/explore/models/Phi-4-mini-instruct/version/1/registry/azureml) | [chat-completion](../ai-foundry/model-inference/how-to/use-chat-completions.md?context=/azure/machine-learning/context/context) | - **Input:** text (131,072 tokens) <br /> - **Output:** text (4,096 tokens) <br />  - **Tool calling:** No <br /> - **Response formats:** Text |
 | [Phi-4](https://ai.azure.com/explore/models/Phi-4/version/2/registry/azureml) | [chat-completion](../ai-foundry/model-inference/how-to/use-chat-completions.md?context=/azure/machine-learning/context/context) | - **Input:** text (16,384 tokens) <br /> - **Output:** text (16,384 tokens) <br /> - **Tool calling:** No <br /> - **Response formats:** Text |