Upload README.md

Added Debian based installation

README.md

@@ -94,7 +94,74 @@ The `models/` folder is excluded from git. GGUFs are never committed to this rep
 
 ---
 
-## Installation — Linux (Fedora / Ubuntu)
+## Installation — Linux (Debian/Ubuntu)
+
+### First you must install the C++ compiler and build tools (Debian/Ubuntu)
+On Debian, the `build-essential` package includes `gcc`, `g++` (C++ compiler), and `make`. You also need `cmake` and `python3-dev` (the Debian equivalent of `python3-devel`).
+
+```bash
+sudo apt update
+sudo apt install -y build-essential cmake python3-dev python3-venv git
+```
+
+### 1. Clone the repo
+
+```bash
+git clone https://huggingface.co/AIMindLink/lambda-mindlink-memotron
+cd lambda-mindlink-memotron
+```
+
+### 2. Create a virtual environment
+
+```bash
+python3 -m venv .venv
+source .venv/bin/activate
+```
+
+### 3.1 Install `llama-cpp-python` with CUDA support (NVIDIA)
+*Note: Ensure the NVIDIA CUDA Toolkit is installed on your system before running this.*
+
+```bash
+CMAKE_ARGS="-DGGML_CUDA=on" pip install llama-cpp-python --upgrade --force-reinstall --no-cache-dir
+```
+
+### 3.2 Install `llama-cpp-python` with ROCm support (AMD Ryzen iGPU/dGPU)
+*Note: For AMD GPUs on Debian, you may need to install ROCm libraries (`hipblas-dev`, `rocblas-dev`) via `apt` or the AMD repository first. The flag `-DGGML_HIPBLAS=on` is often used, but newer versions of llama.cpp may prefer `-DGGML_HIP=on`.*
+
+```bash
+# Optional: Install ROCm dependencies via apt if not already present
+# sudo apt install hipblas-dev rocblas-dev
+
+CMAKE_ARGS="-DGGML_HIPBLAS=on" pip install llama-cpp-python --upgrade --force-reinstall --no-cache-dir
+```
+
+### 3.3 Install `llama-cpp-python` for CPU-only (no GPU)
+```bash
+pip install llama-cpp-python --upgrade --force-reinstall --no-cache-dir
+```
+
+### 4. Install remaining dependencies
+
+```bash
+pip install -r requirements.txt
+```
+
+### 5. Place your models
+
+```bash
+mkdir -p models
+# Copy or move your .gguf files into models/
+ls models/
+```
+
+### 6. Run
+
+```bash
+python main.py
+```
+---
+
+## Installation — Linux (Fedora)
 
 ### First you must install the c++ compiler (Fedora RedHat)