🔗 SHA sum: 5317b8f2fe233c5ca5e71391cb82d14e | Updated: 2026-07-18 Verify CPU: 8-core / 16-thread recommended for orchestration RAM: required: 16 GB absolute minimum for small models Storage: extra room for future model updates and datasets Graphics: 12 GB VRAM minimum required for basic quantization The Gemma-4-31B-it-AWQ-4bit Model: Unlocking Efficient Language Generation The […]