Unsloth strikes back with supercharged quantization! http://Z.ai's GLM-5.2 (744B parameters, 40B activations, 1M context length) has been compressed into dynamic 2-bit GGUF! From a massive 1.51TB down to just 239GB (-84%), retaining about 82% of the original performance! The 1-bit version is even smaller, only 217GB (around 76% performance). This is one of the strongest open-source models right now, excelling in long-context coding, complex reasoning, and Agent tasks—performance rivaling Claude 4.8 Opus, GPT-5.5, and Gemini 3.1 Pro! No need to splurge on a DGX Spark! ✅ A Mac with 256GB unified memory can run it directly ✅ Or 256GB RAM + a single 24GB GPU (MoE offloading) works too Deploy locally with Unsloth Studio / llama.cpp—the open-source era just keeps getting better Download link: https://huggingface.co/unsloth/GLM-5.2-GGUF Full guide: https://unsloth.ai/docs/models/glm-5.2