Agents

🧾 Hash-sum — 1a18a3a4de35f42829e00fb1b9d81f98 • 🗓 Updated on: 2026-07-19VerifyProcessor: Intel i5 or AMD Ryzen 5 for basic 7B models RAM: required: 16 GB absolute minimum for small models Disk Space: 80 GB NVMe SSD required for fast model weights loading

📤 Release Hash: bc691963d51b033a92de194cc28975a3 • 📅 Date: 2026-07-18VerifyCPU: modern architecture (Zen 3 / Alder Lake minimum) RAM: minimum 16 GB for stable 8B model loading Disk Space: 100 GB for multi-modal model vision components GPU: RTX 4080 / RTX 4090

🔗 SHA sum: 28dc6c696bf49d9b3d5d89cfe4d40014 | Updated: 2026-07-17VerifyCPU: multi-threading optimized for fast prompt processing RAM: high-speed DDR5 memory preferred for CPU offloading Disk Space: free: 80 GB on system drive for scratch space Graphics: CUDA Compute Capability 8.0+ required for flash-attention

📘 Build Hash: a00746a38ed8a37f8730a8e2b28d943e • 🗓 2026-07-19VerifyCPU: AVX2/AVX-512 instruction set required for llama.cpp RAM: 32 GB or higher for smooth 32k context lengths Disk: high-speed SSD 120 GB to cache model layers Graphics: TensorRT-LLM / vLLM inference engine compatible chip