🔒 Hash checksum: cc937195ee2fe91f09d9d495642043d8 • 📆 Last updated: 2026-07-20 Verify CPU: 8-core / 16-thread recommended for orchestration RAM: 32 GB or higher for smooth 32k context lengths Disk Space: 100 GB for multi-modal model vision components Graphics: stable 30+ tk/s at 4-bit
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📊 File Hash: b560a5e0a2d3643b64b588d7bea84ae4 — Last update: 2026-07-21 Verify Processor: Intel i5 or AMD Ryzen 5 for basic 7B models RAM: required: 16 GB absolute minimum for small models Disk: high-speed SSD 120 GB to cache model layers Graphics: CUDA Compute Capability
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