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Remove emojis from README section headings
Address feedback to make the README less AI-generated looking by removing
decorative emojis from section headings while keeping status indicators
(βœ… ❌) in tables and content.

Signed-off-by: Ben Hamm <[email protected]>
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BenHamm authored and tanmayv25 committed Nov 18, 2025
commit a02441313c7a5a62896143d58c4a9870a36c252e
16 changes: 8 additions & 8 deletions recipes/README.md
Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,7 @@ Production-tested Kubernetes deployment recipes for LLM inference using NVIDIA D
> **Prerequisites:** This guide assumes you have already installed the Dynamo Kubernetes Platform.
> If not, follow the **[Kubernetes Deployment Guide](../docs/kubernetes/README.md)** first.

## πŸ“Š Available Recipes
## Available Recipes

| Model | Framework | Mode | GPUs | Deployment | Benchmark Recipe | Notes |
|-------|-----------|------|------|------------|------------------|-------|
Expand All @@ -24,7 +24,7 @@ Production-tested Kubernetes deployment recipes for LLM inference using NVIDIA D
- **Deployment**: βœ… = Complete `deploy.yaml` manifest available | ❌ = Missing or incomplete
- **Benchmark Recipe**: βœ… = Includes `perf.yaml` for running AIPerf benchmarks | ❌ = No benchmark recipe provided

## πŸ“ Recipe Structure
## Recipe Structure

Each complete recipe follows this standard structure:

Expand All @@ -40,7 +40,7 @@ Each complete recipe follows this standard structure:
└── perf.yaml (optional) # AIPerf benchmark job
```

## πŸš€ Quick Start
## Quick Start

### Prerequisites

Expand Down Expand Up @@ -147,7 +147,7 @@ kubectl logs -f job/<benchmark-job-name> -n ${NAMESPACE}
kubectl logs job/<benchmark-job-name> -n ${NAMESPACE} | tail -50
```

## πŸ“– Example Deployments
## Example Deployments

### Llama-3-70B with vLLM (Aggregated)

Expand All @@ -173,7 +173,7 @@ kubectl port-forward svc/llama3-70b-agg-frontend 8000:8000 -n ${NAMESPACE}

See [deepseek-r1/trtllm/disagg/wide_ep/gb200/deploy.yaml](deepseek-r1/trtllm/disagg/wide_ep/gb200/deploy.yaml) for the complete multi-node WideEP configuration.

## πŸ› οΈ Customization
## Customization

Each `deploy.yaml` contains:
- **ConfigMap**: Engine-specific configuration (embedded in the manifest)
Expand Down Expand Up @@ -220,7 +220,7 @@ image: nvcr.io/nvidia/ai-dynamo/vllm-runtime:0.6.1
# Update version tag as needed
```

## πŸ”§ Troubleshooting
## Troubleshooting

### Common Issues

Expand All @@ -243,7 +243,7 @@ image: nvcr.io/nvidia/ai-dynamo/vllm-runtime:0.6.1
- [Kubernetes Deployment Guide](../docs/kubernetes/README.md#troubleshooting)
- [Observability Documentation](../docs/kubernetes/observability/)

## πŸ“– Related Documentation
## Related Documentation

- **[Kubernetes Deployment Guide](../docs/kubernetes/README.md)** - Platform installation and concepts
- **[API Reference](../docs/kubernetes/api_reference.md)** - DynamoGraphDeployment CRD specification
Expand All @@ -253,7 +253,7 @@ image: nvcr.io/nvidia/ai-dynamo/vllm-runtime:0.6.1
- **[Observability](../docs/kubernetes/observability/)** - Monitoring and logging
- **[Benchmarking Guide](../docs/benchmarks/benchmarking.md)** - Performance testing

## 🀝 Contributing
## Contributing

We welcome contributions of new recipes! See [CONTRIBUTING.md](CONTRIBUTING.md) for:
- Recipe submission guidelines
Expand Down