- [Docs]: Minor edits in examples

dstackai · Aug 4, 2023 · 9ad2910 · 9ad2910
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diff --git a/docs/examples/stable-diffusion-xl.md b/docs/examples/stable-diffusion-xl.md
@@ -1,4 +1,4 @@
-# SDXL with FastAPI
+# Serving SDXL with FastAPI
 
 Stable Diffusion XL (SDXL) 1.0 is the latest version of the open-source model that is capable 
 of generating high-quality images from text.

diff --git a/docs/examples/text-generation-inference.md b/docs/examples/text-generation-inference.md
@@ -1,4 +1,4 @@
-# Serving with TGI
+# Serving LLMs with TGI
 
 Serving LLMs can be slow, even on expensive hardware. This example demonstrates how to utilize
 [Text Generation Inference](https://github.com/huggingface/text-generation-inference) (TGI) to serve LLMs with

diff --git a/docs/examples/vllm.md b/docs/examples/vllm.md
@@ -1,4 +1,4 @@
-# Serving with vLLM
+# Serving LLMs with vLLM
 
 Serving LLMs can be slow, even on expensive hardware. This example demonstrates how to utilize the 
 [`vllm`](https://vllm.ai/) library to serve LLMs with optimized performance.

diff --git a/docs/overrides/examples.html b/docs/overrides/examples.html
@@ -17,12 +17,12 @@ <h2>Examples</h2>
                             </svg>
                         </div>
                         <h3>
-                            SDXL 1.0 with FastAPI
+                            Serving SDXL with FastAPI
                         </h3>
 
                         <p>
-                            Using <strong>Stable Diffusion XL 1.0</strong> and <strong>FastAPI</strong>, create a REST
-                            endpoint that generates and refines images.
+                            Serving <strong>Stable Diffusion XL</strong> with <strong>FastAPI</strong> to generate
+                            and refine images via a REST endpoint.
                         </p>
                     </div>
                 </a>
@@ -35,7 +35,7 @@ <h3>
                             </svg>
                         </div>
                         <h3>
-                            Serving with vLLM
+                            Serving LLMs with vLLM
                         </h3>
 
                         <p>
@@ -54,7 +54,7 @@ <h3>
                             </svg>
                         </div>
                         <h3>
-                            Serving with TGI
+                            Serving LLMs with TGI
                         </h3>
 
                         <p>

diff --git a/docs/overrides/home.html b/docs/overrides/home.html
@@ -274,13 +274,12 @@ <h2>Featured examples</h2>
                             </svg>
                         </div>
                         <h3>
-                            SDXL 1.0 with FastAPI
+                            Serving SDXL with FastAPI
                         </h3>
 
                         <p>
-                            Using <strong>Stable Diffusion XL 1.0</strong> and <strong>FastAPI</strong>, create a REST
-                            endpoint that generates and refines
-                            images.
+                            Serving <strong>Stable Diffusion XL</strong> with <strong>FastAPI</strong> to generate
+                            and refine images via a REST endpoint.
                         </p>
                     </div>
                 </a>
@@ -293,12 +292,12 @@ <h3>
                             </svg>
                         </div>
                         <h3>
-                            Serving with vLLM
+                            Serving LLMs with vLLM
                         </h3>
 
                         <p>
                             Serve open-source LLMs as OpenAI-compatible APIs with up to 24 times higher throughput using
-                            the vLLM library.
+                            the <strong>vLLM</strong> library.
                         </p>
                     </div>
                 </a>
@@ -311,7 +310,7 @@ <h3>
                             </svg>
                         </div>
                         <h3>
-                            Serving with TGI
+                            Serving LLMs with TGI
                         </h3>
 
                         <p>
@@ -334,8 +333,8 @@ <h3>
                         </h3>
 
                         <p>
-                            Run an open-source LLM of your choice, either as a Gradio app or as a Discord bot, with
-                            internet search capability.
+                            Run an open-source LLM of your choice, either as a <strong>Gradio</strong> app or as a
+                            <strong>Discord</strong> bot, with internet search capability.
                         </p>
                     </div>
                 </a>

diff --git a/mkdocs.yml b/mkdocs.yml
@@ -181,9 +181,9 @@ nav:
   - Examples:
     - examples/index.md
     - Examples:
-      - SDXL with FastAPI: examples/stable-diffusion-xl.md
-      - Serving with TGI: examples/text-generation-inference.md
-      - Serving with vLLM: examples/vllm.md
+      - Serving SDXL with FastAPI: examples/stable-diffusion-xl.md
+      - Serving LLMs with vLLM: examples/vllm.md
+      - Serving LLMs with TGI: examples/text-generation-inference.md
       - LLM as Chatbot: examples/llmchat.md
   - Blog:
       - blog/index.md