Few-Shot

🔍 Hash-sum: ecb49cb80e690e19ec4783289fd323e7 | 🕓 Last update: 2026-07-15 Verify Processor: Intel i7 / Ryzen 7 for heavy Quantized models RAM: 64 GB to avoid OOM crashes on large contexts Storage:100 GB free space for HuggingFace cache folder Graphics: 12 GB VRAM minimum required for basic quantization Tailored Performance for Diverse Applications The Qwen3.6-35B-A3B-MLX-8bit model boasts […]

📊 File Hash: f9b45d8246d114af101d0f64509c1134 — Last update: 2026-07-12 Verify CPU: multi-threading optimized for fast prompt processing RAM: 32 GB highly recommended for 26B+ GGUF models Storage:100 GB free space for HuggingFace cache folder Graphic Processor: RTX 3060 or RX 6600 for minimum 8B VRAM offloading The Power of DeepSeek-R1-0528-NVFP4-v2 DeepSeek-R1-0528-NVFP4-v2 is a revolutionary large language