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14 changes: 14 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -255,6 +255,20 @@ You can run llama-tornado as a pure Java script using [JBang](https://www.jbang.

### Quick Start with JBang

Use from catalog:

```bash
# Install JBang (if not already installed)
curl -Ls https://sh.jbang.dev | bash -s - app setup

# Run GPULlama3.java CLI
jbang gpullama3@beehive-lab -m model.gguf -p "Tell me a joke"

# Or install it as a command
jbang app install gpullama3@beehive-lab
gpullama3 -m model.gguf -p "Hello!"
```
or the local:
```bash
# Basic usage - interactive chat mode
jbang LlamaTornadoCli.java -m beehive-llama-3.2-1b-instruct-fp16.gguf --interactive
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