Models › GLM-4.5-Air

GLM-4.5-Air: VRAM needs and speed by GPU

At Q4_K_M, GLM-4.5-Air needs about 66.6 GB of VRAM. No measured runs yet. Speeds below are estimates. Submit a run.

106.85B parameters (mixture-of-experts) · license: mit · 131,072-token context · GGUF published Aug 25, 2026 · GGUF files on Hugging Face

Memory needed per quantization

QuantFile sizeNeeds (estimate)Smallest card it fits
Q4_K_M63.6 GB66.6 GB96 GB cards
Q8_0113.6 GB116.6 GBmulti-GPU / large unified memory

Expected speed on popular hardware

HardwareBest quant that fitsExpected tok/s
NVIDIA RTX 3060Does not fit
NVIDIA RTX 4060 TiDoes not fit
NVIDIA RTX 3090Does not fit
NVIDIA RTX 4090Does not fit
NVIDIA RTX 5090Does not fit
AMD Radeon RX 7900 XTXDoes not fit
Apple M4 Pro (20-core GPU)Does not fit
Apple M3 Max (40-core GPU)Does not fit
AMD Ryzen AI Max+ 395 (Radeon 8060S)Q4_K_M3.3 estimate

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