Home / Models / GLM-4.5 Air / NVIDIA RTX 4060 Ti 16 GB
Can GLM-4.5 Air run on NVIDIA RTX 4060 Ti 16 GB?
No. Estimated memory for GLM-4.5 Air exceeds NVIDIA RTX 4060 Ti 16 GB, including the modeled offload allowance.
Can it run?
- Can it run?
- No (calculated estimate).
- Full GPU fit?
- No
- Model
- GLM-4.5 Air · 110B
- GPU
- NVIDIA RTX 4060 Ti 16 GB · 16 GB advertised
What else can NVIDIA RTX 4060 Ti 16 GB run? · Find other GPUs for GLM-4.5 Air · See 2× multi-GPU options
Memory calculation
Breakdown for Q4 at 8K context, batch size 1. Calculator v1.0.0.
| Model weights | 64.8 GB |
|---|---|
| KV cache | 1.4 GB |
| Runtime reserve | 3.7 GB |
| Safety margin | 2.2 GB |
| Required (estimated) | 72.2 GB |
| GPU usable VRAM | 14.4 GB |
Result: DOES NOT FIT
Quantization table
| Quantization | 2K | 4K | 8K | 16K | 32K | 64K | 128K |
|---|---|---|---|---|---|---|---|
| BF16 | No | No | No | No | No | No | No |
| FP16 | No | No | No | No | No | No | No |
| Q3 | No | No | No | No | No | No | No |
| Q4 | No | No | No | No | No | No | No |
| Q5 | No | No | No | No | No | No | No |
| Q6 | No | No | No | No | No | No | No |
| Q8 | No | No | No | No | No | No | No |
What fits entirely in VRAM?
No calculated full-VRAM fit at the evaluated quantizations and context lengths.
What requires RAM offload?
Offload is shown only when the model does not fully fit in usable VRAM but stays within the modeled offload allowance.
Performance
No llama.cpp performance result is published for this pair yet. Memory fit above is unchanged. How performance is calculated
Available graphics cards
These SKUs use this GPU chip. Amazon CTAs appear only for EXACT/HIGH matches. Absence of a price does not change the compatibility result above.
MSI GAMING GEFORCE RTX 4060 Ti X SLIM 16G graphics card NVIDIA 16 GB GDDR6
16 GB · Amazon EXACT
$1364.00
Check price on Amazon
GIGABYTE AERO GeForce RTX 4060 Ti OC NVIDIA 16 GB GDDR6
16 GB · Amazon EXACT
$1439.22
Check price on Amazon
MSI VENTUS GEFORCE RTX 4060 TI 2X BLACK 16G OC graphics card NVIDIA 16 GB GDDR6
16 GB · Amazon EXACT
Check price on Amazon
MSI VENTUS GEFORCE RTX 4060 TI 3X 16G OC graphics card NVIDIA 16 GB GDDR6
16 GB · Amazon EXACT
Check price on Amazon
ASUS Dual -RTX4060TI-A16G NVIDIA GeForce RTX 4060 Ti 16 GB GDDR6
16 GB · Amazon EXACT
Check price on Amazon
ASUS ProArt -RTX4060TI-O16G NVIDIA GeForce RTX 4060 Ti 16 GB GDDR6
16 GB · Amazon unmatched
ASUS Dual -RTX4060TI-O16G NVIDIA GeForce RTX 4060 Ti 16 GB GDDR6
16 GB · Amazon unmatched
GIGABYTE GAMING GeForce RTX 4060 Ti OC 16G NVIDIA 16 GB GDDR6
16 GB · Amazon unmatched
MSI GAMING GEFORCE RTX 4060 TI X 16G graphics card NVIDIA 16 GB GDDR6
16 GB · Amazon unmatched
MSI GAMING GeForce RTX 4060 Ti X SLIM WHITE 16G NVIDIA 16 GB GDDR6
16 GB · Amazon unmatched
Sources
Model: official config zai-org/GLM-4.5-Air (main). GPU/product specs: Icecat. Compatibility: RigForAI calculator v1.0.0 estimated VRAM · Q8 at 8K: DOES_NOT_FIT. Amazon: affiliate commerce match, not a spec source.