Category: Few-Shot

  • Zero-Click Run Qwen3.5-122B-A10B-FP8 Easy Build

    📤 Release Hash: 116dfe374e54a7ec7843e602701b1b9d • 📅 Date: 2026-07-17 Verify Processor: high single-core performance needed for token latency RAM: required: 16 GB absolute minimum for small models Disk: 150+ GB for high-context vector database storage GPU: 16 GB+ video memory highly recommended for exl2 / AWQ formats Favorable Comparison to Predecessors Benchmarks reveal a substantial lead…

  • Launch MiniCPM-V-4.6 on Copilot+ PC Uncensored Edition For Beginners Windows

    🔧 Digest: 3d28f0b388e3a3aec519259d46472946 • 🕒 Updated: 2026-07-16 Verify CPU: AVX2/AVX-512 instruction set required for llama.cpp RAM: 32 GB or higher for smooth 32k context lengths Disk Space: 80 GB NVMe SSD required for fast model weights loading GPU: RTX 4080 / RTX 4090 recommended for 26B-A4B fast inference Key Features of MiniCPM-V-4.6 The MiniCPM-V-4.6 is…