diff --git a/README.md b/README.md
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+++ b/README.md
@@ -25,6 +25,7 @@ Run large language models — now with **Vision**, **Audio**, **Embedding** and
 
   🔽 **[Download](https://github.com/FastFlowLM/FastFlowLM/releases/latest/download/flm-setup.exe)** | 📊 **[Benchmarks](https://fastflowlm.com/docs/benchmarks/)** | 📦 **[Model List](https://fastflowlm.com/docs/models/)**  
 
+  🐧 **[Linux Getting Started Guide](docs/linux-getting-started.md)**
 
   📖 **[Docs](https://fastflowlm.com/docs)** | 📺 **[Demos](https://www.youtube.com/@FastFlowLM-YT/playlists)** | 🧪 **[Test Drive](https://fastflowlm.com/docs/#-test-drive-remote-demo)** | 💬 **[Discord](https://discord.gg/z24t23HsHF)** 
 
diff --git a/docs/linux-getting-started.md b/docs/linux-getting-started.md
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@@ -0,0 +1,94 @@
+# Linux Getting Started Guide
+
+This guide will help you get started with FastFlowLM on Linux, including setup for various distributions and NPU (Neural Processing Unit) support.
+
+## Supported Distributions
+- Ubuntu 24.04 LTS
+- Ubuntu 25.10
+- Arch Linux
+- Other (Generic Linux)
+
+---
+
+## 1. Prerequisites
+- `amdxdna` driver (included in kernel 7.0+, or via `amdxdna-dkms`)
+- NPU firmware version 1.1.0.0 or later
+- Python 3.8+
+- XRT stack from AMD
+
+---
+
+## 2. System Preparation
+
+
+### Ubuntu (24.04, 25.10)
+
+#### 1. Add the AMD XRT PPA (Required for NPU/XDNA)
+The AMD XRT stack is a prerequisite for NPU support. Add AMD's PPA:
+```sh
+sudo add-apt-repository ppa:amd-team/xrt
+sudo apt update
+```
+See [amd-team/xrt PPA](https://launchpad.net/~amd-team/+archive/ubuntu/xrt) for details.
+
+#### 2. Install XRT and NPU Drivers
+```sh
+sudo apt install libxrt-npu2 amdxdna-dkms
+```
+
+#### 3. Reboot
+```sh
+sudo reboot
+```
+
+#### 4. Install FastFlowLM
+- Download the latest `.deb` package from the [Releases page](https://github.com/FastFlowLM/FastFlowLM/releases):
+
+```sh
+sudo apt install ./fastflowlm*.deb
+```
+
+#### 5. (NPU) Check memlock limit
+- Run:
+   ```sh
+   ulimit -l
+   ```
+- If not `unlimited`, add to `/etc/security/limits.conf`:
+   ```
+   *    soft    memlock    unlimited
+   *    hard    memlock    unlimited
+   ```
+- Reboot system
+
+---
+
+### Building from Source
+
+1. Clone the repository:
+   ```sh
+   git clone https://github.com/FastFlowLM/FastFlowLM.git
+   cd FastFlowLM
+   ```
+2. Build:
+   ```sh
+   cd src
+   cmake --preset linux-default
+   cmake --build --preset linux-default -j$(nproc)
+   cmake --install --preset linux-default
+   ```
+
+---
+
+## 4. Validating NPU Setup
+
+To validate your NPU setup, run:
+```sh
+flm validate
+```
+You should see output similar to:
+```
+[Linux]  Kernel: 7.0.0-rc1-00052-g27936bfca73d
+[Linux]  NPU: /dev/accel/accel0
+[Linux]  NPU FW Version: 1.1.2.64
+[Linux]  Memlock Limit: infinity
+```
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