OPEN SOURCE Strata Engine by Niko1221 • Run 125B+ MoE Models (Qwen3.8-Flash-Next) on 12GB VRAM GPUs!
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STRATA LLM
Installation Guide

Strata Quickstart Guide

Get Strata up and running on your local machine in under 5 minutes. Select your operating system below:

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Windows 10 / 11 Installation

Recommended for NVIDIA RTX 30/40/50 series GPUs

Strata provides a turnkey Windows launcher that bundles isolated dependencies, avoiding conflicts with system Python installations.

Step 1: Clone or Download Repository
git clone https://github.com/Niko1221/Strata.git
cd Strata
Step 2: Run the One-Click Launcher

Double-click START-HERE.bat in File Explorer, or execute it from PowerShell:

.\START-HERE.bat
What the script automatically executes:
  • Detects CUDA compute architecture (sm_80, sm_86, sm_89, sm_90)
  • Installs PyTorch and specialized sparse-attention kernels
  • Downloads default quantized Qwen3.8-Flash-Next 125B weights from HuggingFace mirror
  • Initializes local Web UI at http://localhost:8080
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Linux (Ubuntu / Debian / Arch) & WSL2

Requires NVIDIA Driver 535+ & CUDA Toolkit 12.x
Automated Installation Script
git clone https://github.com/Niko1221/Strata.git
cd Strata
chmod +x setup.sh
./setup.sh --model qwen3.8-125b-q4
Run as Background Systemd Service
./setup.sh --install-service
sudo systemctl status strata-engine