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28 changes: 28 additions & 0 deletions README.md
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![TornadoVM](https://img.shields.io/badge/TornadoVM-enabled-green?style=for-the-badge&logo=apache)
![OpenCL](https://img.shields.io/badge/OpenCL-supported-blue?style=for-the-badge&logo=khronos)
![CUDA](https://img.shields.io/badge/CUDA/PTX-supported-76B900?style=for-the-badge&logo=nvidia)
[![Docker OpenCL](https://img.shields.io/badge/Docker-OpenCL-2496ED?style=for-the-badge&logo=docker&logoColor=white)](https://hub.docker.com/r/beehivelab/gpullama3.java-nvidia-openjdk-opencl)
[![Docker PTX](https://img.shields.io/badge/Docker-PTX-2496ED?style=for-the-badge&logo=docker&logoColor=white)](https://hub.docker.com/r/beehivelab/gpullama3.java-nvidia-openjdk-ptx)
[![GPULlama3.java DeepWiki](https://deepwiki.com/badge.svg)](https://deepwiki.com/beehive-lab/GPULlama3.java)

-----------
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## 🐳 Docker

You can run `GPULlama3.java` fully containerized with GPU acceleration enabled via **OpenCL** or **PTX** using pre-built Docker images.
More information as well as examples to run with the containers are available at [docker-gpullama3.java](https://github.com/beehive-lab/docker-gpullama3.java).

### 📦 Available Docker Images

| Backend | Docker Image | Pull Command |
|--------|---------------|---------------|
| **OpenCL** | [`beehivelab/gpullama3.java-nvidia-openjdk-opencl`](https://hub.docker.com/r/beehivelab/gpullama3.java-nvidia-openjdk-opencl) | `docker pull beehivelab/gpullama3.java-nvidia-openjdk-opencl` |
| **PTX (CUDA)** | [`beehivelab/gpullama3.java-nvidia-openjdk-ptx`](https://hub.docker.com/r/beehivelab/gpullama3.java-nvidia-openjdk-ptx) | `docker pull beehivelab/gpullama3.java-nvidia-openjdk-ptx` |

#### Example (OpenCL)

```bash
docker run --rm -it --gpus all \
-v "$PWD":/data \
beehivelab/gpullama3.java-nvidia-openjdk-opencl \
/gpullama3/GPULlama3.java/llama-tornado \
--gpu --verbose-init \
--opencl \
--model /data/Llama-3.2-1B-Instruct.FP16.gguf \
--prompt "Tell me a joke"
```
-----------

## Troubleshooting GPU Memory Issues

### Out of Memory Error
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