روز: جولای 20, 2026

📊 File Hash: 277d819f4a41c7ae97f685aebfecbdb2 — Last update: 2026-07-16 Verify Processor: 4.0 GHz+ boost clock recommended for CPU inference RAM: 48 GB needed to prevent memory swapping to disk Storage: extra room for future model updates and datasets GPU: 16 GB+ video memory highly recommended for exl2 / AWQ formats Unlocking the Potential of Sulphur-2-base Sulphur-2-base […]

📘 Build Hash: 672a1eba5c85d9f973ea2b96d68b4595 • 🗓 2026-07-18 Verify CPU: multi-threading optimized for fast prompt processing RAM: minimum 16 GB for stable 8B model loading Disk Space: free: 80 GB on system drive for scratch space GPU: 16 GB+ video memory highly recommended for exl2 / AWQ formats Unveiling the Qwen3-TTS-12Hz-1.7B-Base: A Breakthrough in Real-Time Voice […]

📤 Release Hash: 4e856bfa53cc4e88c73bdf779fa97a99 • 📅 Date: 2026-07-18 Verify Processor: 4.0 GHz+ boost clock recommended for CPU inference RAM: required: 16 GB absolute minimum for small models Disk Space: required: fast PCIe 4.0 drive for instant boots GPU: RTX 4080 / RTX 4090 recommended for 26B-A4B fast inference Unlocking the Power of Real-Time AI Processing […]

💾 File hash: 319df2d8b621065f994179f0a0e9141d (Update date: 2026-07-19) Verify Processor: Intel i7 / Ryzen 7 for heavy Quantized models RAM: required: 16 GB absolute minimum for small models Disk: 150+ GB for high-context vector database storage Graphics: TensorRT-LLM / vLLM inference engine compatible chip Unlocking the Power of MiniMax-M2.5: A Revolutionary AI Model MiniMax-M2.5 is a […]