Merge pull request #285404 from MicrosoftDocs/main

8/23/2024 AM Publish

Author: Taojunshen

articles/ai-services/speech-service/includes/release-notes/release-notes-tts.md

@@ -48,17 +48,17 @@ ms.custom: references_regions
   | it-IT  | Italian (Italy)         | Male   | it-IT-GiuseppeMultilingualNeural |
   | ko-KR  | Korean (Korea)          | Male   | ko-KR-HyunsuMultilingualNeural   |
 
-- Enhance the following current multilingual voices with better quality and additional features.
+- Enhance the following current multilingual voices with better quality.
 
-  | Locale | Language  | Gender | Voice name     | Note   |
-  |--------|--------|--------|------------|----------------|
-  | zh-CN  | Chinese (Mandarin, Simplified) | Female | zh-CN-XiaoxiaoMultilingualNeural | Support styles: `affectionate`, `cheerful`, `empathetic`, `excited`, `poetry-reading`, `sorry`, `story`. |
-  | en-US  | English (United States)    | Male   | en-US-AndrewMultilingualNeural | Overall quality update  |
-  | en-US  | English (United States)    | Female | en-US-AvaMultilingualNeural    | Overall quality update  |
+  | Locale | Language  | Gender | Voice name| 
+  |--------|--------|--------|------------|
+  | en-US  | English (United States)    | Male   | en-US-AndrewMultilingualNeural |
+  | en-US  | English (United States)    | Female | en-US-AvaMultilingualNeural    | 
 
-- Two en-US multilingual voices now support styles. See the [Voice styles and roles](../../language-support.md?tabs=tts#voice-styles-and-roles) for more information.
+- Three multilingual voices now support styles. See the [Voice styles and roles](../../language-support.md?tabs=tts#voice-styles-and-roles) for more information.
   - en-US-SerenaMultilingualNeural: `empathetic`, `excited`, `friendly`, `shy`, `serious`, `relieved`, and `sad`.
   - en-US-AndrewMultilingualNeural: `empathetic` and `relieved`.
+  - zh-CN-XiaoxiaoMultilingualNeural: `affectionate`, `cheerful`, `empathetic`, `excited`, `poetry-reading`, `sorry`, and `story`. 
 
 ### July 2024 release
 

articles/ai-studio/concepts/evaluation-metrics-built-in.md

@@ -9,7 +9,7 @@ ms.custom:
   - build-2024
 ms.topic: conceptual
 ms.date: 5/21/2024
-ms.reviewer: eur
+ms.reviewer: mithigpe
 ms.author: lagayhar
 author: lgayhardt
 ---

articles/ai-studio/how-to/deploy-models-llama.md

@@ -37,8 +37,8 @@ The Meta Llama 3.1 collection of multilingual large language models (LLMs) is a
 The following models are available:
 
 * [Meta-Llama-3.1-405B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-405B-Instruct)
-* [Meta-Llama-3.1-70B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-70B-Instruct)
-* [Meta-Llama-3.1-8B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-8B-Instruct)
+* [Meta-Llama-3.1-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-70B-Instruct/version/1/registry/azureml-meta)
+* [Meta-Llama-3.1-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-8B-Instruct/version/1/registry/azureml-meta)
 
 
 # [Meta Llama-3](#tab/meta-llama-3)
@@ -48,8 +48,8 @@ Meta developed and released the Meta Llama 3 family of large language models (LL
 
 The following models are available:
 
-* [Meta-Llama-3-70B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3-70B-Instruct)
-* [Meta-Llama-3-8B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3-8B-Instruct)
+* [Meta-Llama-3-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-70B-Instruct/version/6/registry/azureml-meta)
+* [Meta-Llama-3-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-8B-Instruct/version/6/registry/azureml-meta)
 
 
 # [Meta Llama-2](#tab/meta-llama-2)
@@ -59,9 +59,9 @@ Meta has developed and publicly released the Llama 2 family of large language mo
 
 The following models are available:
 
-* [Llama-2-70b-chat](https://aka.ms/azureai/landing/Llama-2-70b-chat)
-* [Llama-2-13b-chat](https://aka.ms/azureai/landing/Llama-2-13b-chat)
-* [Llama-2-7b-chat](https://aka.ms/azureai/landing/Llama-2-7b-chat)
+* [Llama-2-70b-chat](https://ai.azure.com/explore/models/Llama-2-70b-chat/version/20/registry/azureml-meta)
+* [Llama-2-13b-chat](https://ai.azure.com/explore/models/Llama-2-13b-chat/version/20/registry/azureml-meta)
+* [Llama-2-7b-chat](https://ai.azure.com/explore/models/Llama-2-7b-chat/version/24/registry/azureml-meta)
 
 
 ---
@@ -362,8 +362,8 @@ The Meta Llama 3.1 collection of multilingual large language models (LLMs) is a
 The following models are available:
 
 * [Meta-Llama-3.1-405B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-405B-Instruct)
-* [Meta-Llama-3.1-70B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-70B-Instruct)
-* [Meta-Llama-3.1-8B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-8B-Instruct)
+* [Meta-Llama-3.1-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-70B-Instruct/version/1/registry/azureml-meta)
+* [Meta-Llama-3.1-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-8B-Instruct/version/1/registry/azureml-meta)
 
 
 # [Meta Llama-3](#tab/meta-llama-3)
@@ -373,8 +373,8 @@ Meta developed and released the Meta Llama 3 family of large language models (LL
 
 The following models are available:
 
-* [Meta-Llama-3-70B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3-70B-Instruct)
-* [Meta-Llama-3-8B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3-8B-Instruct)
+* [Meta-Llama-3-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-70B-Instruct/version/6/registry/azureml-meta)
+* [Meta-Llama-3-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-8B-Instruct/version/6/registry/azureml-meta)
 
 
 # [Meta Llama-2](#tab/meta-llama-2)
@@ -384,9 +384,9 @@ Meta has developed and publicly released the Llama 2 family of large language mo
 
 The following models are available:
 
-* [Llama-2-70b-chat](https://aka.ms/azureai/landing/Llama-2-70b-chat)
-* [Llama-2-13b-chat](https://aka.ms/azureai/landing/Llama-2-13b-chat)
-* [Llama-2-7b-chat](https://aka.ms/azureai/landing/Llama-2-7b-chat)
+* [Llama-2-70b-chat](https://ai.azure.com/explore/models/Llama-2-70b-chat/version/20/registry/azureml-meta)
+* [Llama-2-13b-chat](https://ai.azure.com/explore/models/Llama-2-13b-chat/version/20/registry/azureml-meta)
+* [Llama-2-7b-chat](https://ai.azure.com/explore/models/Llama-2-7b-chat/version/24/registry/azureml-meta)
 
 
 ---
@@ -710,8 +710,8 @@ The Meta Llama 3.1 collection of multilingual large language models (LLMs) is a
 The following models are available:
 
 * [Meta-Llama-3.1-405B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-405B-Instruct)
-* [Meta-Llama-3.1-70B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-70B-Instruct)
-* [Meta-Llama-3.1-8B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-8B-Instruct)
+* [Meta-Llama-3.1-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-70B-Instruct/version/1/registry/azureml-meta)
+* [Meta-Llama-3.1-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-8B-Instruct/version/1/registry/azureml-meta)
 
 
 # [Meta Llama-3](#tab/meta-llama-3)
@@ -721,8 +721,8 @@ Meta developed and released the Meta Llama 3 family of large language models (LL
 
 The following models are available:
 
-* [Meta-Llama-3-70B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3-70B-Instruct)
-* [Meta-Llama-3-8B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3-8B-Instruct)
+* [Meta-Llama-3-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-70B-Instruct/version/6/registry/azureml-meta)
+* [Meta-Llama-3-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-8B-Instruct/version/6/registry/azureml-meta)
 
 
 # [Meta Llama-2](#tab/meta-llama-2)
@@ -732,9 +732,9 @@ Meta has developed and publicly released the Llama 2 family of large language mo
 
 The following models are available:
 
-* [Llama-2-70b-chat](https://aka.ms/azureai/landing/Llama-2-70b-chat)
-* [Llama-2-13b-chat](https://aka.ms/azureai/landing/Llama-2-13b-chat)
-* [Llama-2-7b-chat](https://aka.ms/azureai/landing/Llama-2-7b-chat)
+* [Llama-2-70b-chat](https://ai.azure.com/explore/models/Llama-2-70b-chat/version/20/registry/azureml-meta)
+* [Llama-2-13b-chat](https://ai.azure.com/explore/models/Llama-2-13b-chat/version/20/registry/azureml-meta)
+* [Llama-2-7b-chat](https://ai.azure.com/explore/models/Llama-2-7b-chat/version/24/registry/azureml-meta)
 
 
 ---
@@ -1070,8 +1070,8 @@ The Meta Llama 3.1 collection of multilingual large language models (LLMs) is a
 The following models are available:
 
 * [Meta-Llama-3.1-405B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-405B-Instruct)
-* [Meta-Llama-3.1-70B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-70B-Instruct)
-* [Meta-Llama-3.1-8B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3.1-8B-Instruct)
+* [Meta-Llama-3.1-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-70B-Instruct/version/1/registry/azureml-meta)
+* [Meta-Llama-3.1-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3.1-8B-Instruct/version/1/registry/azureml-meta)
 
 
 # [Meta Llama-3](#tab/meta-llama-3)
@@ -1081,8 +1081,8 @@ Meta developed and released the Meta Llama 3 family of large language models (LL
 
 The following models are available:
 
-* [Meta-Llama-3-70B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3-70B-Instruct)
-* [Meta-Llama-3-8B-Instruct](https://aka.ms/azureai/landing/Meta-Llama-3-8B-Instruct)
+* [Meta-Llama-3-70B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-70B-Instruct/version/6/registry/azureml-meta)
+* [Meta-Llama-3-8B-Instruct](https://ai.azure.com/explore/models/Meta-Llama-3-8B-Instruct/version/6/registry/azureml-meta)
 
 
 # [Meta Llama-2](#tab/meta-llama-2)
@@ -1092,9 +1092,9 @@ Meta has developed and publicly released the Llama 2 family of large language mo
 
 The following models are available:
 
-* [Llama-2-70b-chat](https://aka.ms/azureai/landing/Llama-2-70b-chat)
-* [Llama-2-13b-chat](https://aka.ms/azureai/landing/Llama-2-13b-chat)
-* [Llama-2-7b-chat](https://aka.ms/azureai/landing/Llama-2-7b-chat)
+* [Llama-2-70b-chat](https://ai.azure.com/explore/models/Llama-2-70b-chat/version/20/registry/azureml-meta)
+* [Llama-2-13b-chat](https://ai.azure.com/explore/models/Llama-2-13b-chat/version/20/registry/azureml-meta)
+* [Llama-2-7b-chat](https://ai.azure.com/explore/models/Llama-2-7b-chat/version/24/registry/azureml-meta)
 
 
 ---
@@ -1446,7 +1446,7 @@ For more examples of how to use Meta Llama, see the following examples and tutor
 | Description                               | Language          | Sample                                                             |
 |-------------------------------------------|-------------------|------------------------------------------------------------------- |
 | CURL request                              | Bash              | [Link](https://aka.ms/meta-llama-3.1-405B-instruct-webrequests)    |
-| Azure AI Inference package for JavaScript | JavaScript        | [Link](https://aka.ms/azsdk/azure-ai-inference/javascript/samples) |
+| Azure AI Inference package for JavaScript | JavaScript        | [Link](https://github.com/Azure/azureml-examples/blob/main/sdk/typescript/README.md) |
 | Azure AI Inference package for Python     | Python            | [Link](https://aka.ms/azsdk/azure-ai-inference/python/samples)     |
 | Python web requests                       | Python            | [Link](https://aka.ms/meta-llama-3.1-405B-instruct-webrequests)    |
 | OpenAI SDK (experimental)                 | Python            | [Link](https://aka.ms/meta-llama-3.1-405B-instruct-openai)         |
@@ -1476,4 +1476,4 @@ It is a good practice to start with a low number of instances and scale up as ne
 * [Deploy models as serverless APIs](deploy-models-serverless.md)
 * [Consume serverless API endpoints from a different Azure AI Studio project or hub](deploy-models-serverless-connect.md)
 * [Region availability for models in serverless API endpoints](deploy-models-serverless-availability.md)
-* [Plan and manage costs (marketplace)](costs-plan-manage.md#monitor-costs-for-models-offered-through-the-azure-marketplace)
+* [Plan and manage costs (marketplace)](costs-plan-manage.md#monitor-costs-for-models-offered-through-the-azure-marketplace)