📘 Build Hash: 744883e78635744ec4075dee0d8bac13 • 🗓 2026-07-16 Verify CPU: modern architecture (Zen 3 / Alder Lake minimum) RAM: 32 GB highly recommended for 26B+ GGUF models Disk Space: 80 GB NVMe SSD required for fast model weights loading Graphic Processor: …
Pruners
gemma-4-12B-it with Native FP4 Complete Walkthrough
🔧 Digest: 00d1974783035e25cc54f7a911e2c748 • 🕒 Updated: 2026-07-16 Verify CPU: multi-threading optimized for fast prompt processing RAM: high-speed DDR5 memory preferred for CPU offloading Storage:100 GB free space for HuggingFace cache folder GPU: RTX 4080 / RTX 4090 recommended for 26B-A4B …
Zero-Click Run Qwen3.5-9B Complete Walkthrough
🛡️ Checksum: c9fee7382ca4501d022a85a94dfe7757 — ⏰ Updated on: 2026-07-15 Verify Processor: high single-core performance needed for token latency RAM: high-speed DDR5 memory preferred for CPU offloading Disk: 150+ GB for high-context vector database storage GPU: RTX 4080 / RTX 4090 recommended …
Setup gpt-oss-20b Complete Walkthrough
To get this model running locally in no time, utilize the built-in WSL tools. Kindly follow the on-screen instructions below. The system automatically triggers a cloud download for all heavy weights. The deployment tool scans your environment and chooses the …