fix index.md formart

Signed-off-by: guangli.bao <[email protected]>

Author: tukwila

docs/developer/index.md

@@ -10,30 +10,26 @@ GuideLLM is an open-source project that values community contributions. We maint
 
 ## Developer Resources
 
-<div class="grid cards" markdown>
-
-- :material-handshake:{ .lg .middle } Code of Conduct
+- 📝 Code of Conduct
 
   ______________________________________________________________________
 
   Our community guidelines ensure that participation in the GuideLLM project is a positive, inclusive, and respectful experience for everyone.
 
-  [:octicons-arrow-right-24: Code of Conduct](code-of-conduct.md)
+  [Code of Conduct](code-of-conduct.md)
 
-- :material-source-pull:{ .lg .middle } Contributing Guide
+- 🔖 Contributing Guide
 
   ______________________________________________________________________
 
   Learn how to effectively contribute to GuideLLM, including reporting bugs, suggesting features, improving documentation, and submitting code.
 
-  [:octicons-arrow-right-24: Contributing Guide](contributing.md)
+  [Contributing Guide](contributing.md)
 
-- :material-tools:{ .lg .middle } Development Guide
+- 📚 Development Guide
 
   ______________________________________________________________________
 
   Detailed instructions for setting up your development environment, implementing changes, and adhering to the project's coding standards and best practices.
 
-  [:octicons-arrow-right-24: Development Guide](developing.md)
-
-</div>
+  [Development Guide](developing.md)

docs/getting-started/index.md

@@ -12,38 +12,34 @@ GuideLLM makes it simple to evaluate and optimize your large language model depl
 
 Follow the guides below in sequence to get the most out of GuideLLM and optimize your LLM deployments for production use.
 
-<div class="grid cards" markdown>
-
-- :material-package-variant:{ .lg .middle } Installation
+- 🛠 Installation
 
   ______________________________________________________________________
 
   Learn how to install GuideLLM using pip, from source, or with specific version requirements.
 
-  [:octicons-arrow-right-24: Installation Guide](install.md)
+  [Installation Guide](install.md)
 
-- :material-server:{ .lg .middle } Start a Server
+- 🚀 Start a Server
 
   ______________________________________________________________________
 
   Set up an OpenAI-compatible server using vLLM or other supported backends to benchmark your LLM deployments.
 
-  [:octicons-arrow-right-24: Server Setup Guide](server.md)
+  [Server Setup Guide](server.md)
 
-- :material-speedometer:{ .lg .middle } Run Benchmarks
+- ⏳ Run Benchmarks
 
   ______________________________________________________________________
 
   Learn how to configure and run performance benchmarks against your LLM server under various load conditions.
 
-  [:octicons-arrow-right-24: Benchmarking Guide](benchmark.md)
+  [Benchmarking Guide](benchmark.md)
 
-- :material-chart-bar:{ .lg .middle } Analyze Results
+- 📊 Analyze Results
 
   ______________________________________________________________________
 
   Interpret benchmark results to understand throughput, latency, reliability, and optimize your deployments.
 
-  [:octicons-arrow-right-24: Analysis Guide](analyze.md)
-
-</div>
+  [Analysis Guide](analyze.md)

docs/guides/index.md

@@ -10,54 +10,50 @@ Whether you're interested in understanding the system architecture, exploring su
 
 ## Key Guides
 
-<div class="grid cards" markdown>
-
-- :material-layers-outline:{ .lg .middle } Architecture
+- 🏗️ Architecture
 
   ______________________________________________________________________
 
   Understanding the modular design of GuideLLM and how core components interact to evaluate LLM deployments.
 
-  [:octicons-arrow-right-24: Architecture Overview](architecture.md)
+  [Architecture Overview](architecture.md)
 
-- :material-server:{ .lg .middle } Backends
+- 🖥️ Backends
 
   ______________________________________________________________________
 
   Learn about supported LLM backends and how to set up OpenAI-compatible servers for benchmarking.
 
-  [:octicons-arrow-right-24: Backend Guide](backends.md)
+  [Backend Guide](backends.md)
 
-- :material-database:{ .lg .middle } Datasets
+- 🗄️ Datasets
 
   ______________________________________________________________________
 
   Configure and use different data sources for benchmarking, including synthetic data, Hugging Face datasets, and file-based options.
 
-  [:octicons-arrow-right-24: Dataset Guide](datasets.md)
+  [Dataset Guide](datasets.md)
 
-- :material-chart-bar:{ .lg .middle } Metrics
+- 📊 Metrics
 
   ______________________________________________________________________
 
   Explore the comprehensive metrics provided by GuideLLM to evaluate performance, including latency, throughput, and token-level analysis.
 
-  [:octicons-arrow-right-24: Metrics Guide](metrics.md)
+  [Metrics Guide](metrics.md)
 
-- :material-file-export:{ .lg .middle } Outputs
+- 📄 Outputs
 
   ______________________________________________________________________
 
   Learn about supported output formats and how to customize result reporting for your benchmarks.
 
-  [:octicons-arrow-right-24: Output Guide](outputs.md)
+  [Output Guide](outputs.md)
 
-- :material-target:{ .lg .middle } Service Level Objectives
+- 🎯 Service Level Objectives
 
   ______________________________________________________________________
 
   Define and implement SLOs and SLAs for your LLM deployments to ensure reliability and performance.
 
-  [:octicons-arrow-right-24: SLO Guide](service_level_objectives.md)
-
-</div>
+  [SLO Guide](service_level_objectives.md)

docs/index.md

@@ -1,10 +1,7 @@
 # Home
 
 <p align="center">
-  <picture>
-    <source media="(prefers-color-scheme: dark)" srcset="https://raw.githubusercontent.com/neuralmagic/guidellm/main/docs/assets/guidellm-logo-light.png">
-    <img alt="GuideLLM Logo" src="https://raw.githubusercontent.com/neuralmagic/guidellm/main/docs/assets/guidellm-logo-dark.png" width=55%>
-  </picture>
+  <img alt="GuideLLM Logo" src="https://raw.githubusercontent.com/neuralmagic/guidellm/main/docs/assets/guidellm-logo-dark.png" width="55%">
 </p>
 
 <h3 align="center">
@@ -23,38 +20,10 @@ SLO-Aware Benchmarking and Evaluation Platform for Optimizing Real-World LLM Inf
 
 ## Key Sections
 
-<div class="grid cards" markdown>
+- 🚀 Getting Started Install GuideLLM, set up your first benchmark, and analyze the results to optimize your LLM deployment. [Getting started](./getting-started/)
 
-- :material-rocket-launch:{ .lg .middle } Getting Started
+- 📚 Guides Detailed guides covering backends, datasets, metrics, and service level objectives for effective LLM benchmarking. [Guides](./guides/)
 
-  ______________________________________________________________________
+- 💻 Examples Step-by-step examples demonstrating real-world benchmarking scenarios and optimization techniques. [Examples](./examples/)
 
-  Install GuideLLM, set up your first benchmark, and analyze the results to optimize your LLM deployment.
-
-  [:octicons-arrow-right-24: Getting started](./getting-started/)
-
-- :material-book-open-variant:{ .lg .middle } Guides
-
-  ______________________________________________________________________
-
-  Detailed guides covering backends, datasets, metrics, and service level objectives for effective LLM benchmarking.
-
-  [:octicons-arrow-right-24: Guides](./guides/)
-
-- :material-code-tags:{ .lg .middle } Examples
-
-  ______________________________________________________________________
-
-  Step-by-step examples demonstrating real-world benchmarking scenarios and optimization techniques.
-
-  [:octicons-arrow-right-24: Examples](./examples/)
-
-- :material-api:{ .lg .middle } API Reference
-
-  ______________________________________________________________________
-
-  Complete reference documentation for the GuideLLM API to integrate benchmarking into your workflow.
-
-  [:octicons-arrow-right-24: API Reference](./api/)
-
-</div>
+- 🔌 API Reference Complete reference documentation for the GuideLLM API to integrate benchmarking into your workflow. [API Reference](./api/)