Home / Models / GLM-4 9B Chat / NVIDIA GTX 1660 6 GB

Calculated memory fit · not a benchmark

Can GLM-4 9B Chat run on NVIDIA GTX 1660 6 GB?

Can it run? Yes, with CPU/RAM offload. Full GPU fit? No.

Can it run?

Can it run?
Yes, with CPU/RAM offload. This is not equivalent to full-GPU inference.
Full GPU fit?
No
Model
GLM-4 9B Chat · 9.4B
GPU
NVIDIA GTX 1660 6 GB · 6 GB advertised

Memory calculation

Breakdown for Q4 at 8K context, batch size 1. Calculator v1.0.0.

Model weights5.5 GB
KV cache5.0 GB
Runtime reserve0.8 GB
Safety margin0.4 GB
Required (estimated)11.7 GB
GPU usable VRAM5.4 GB

Result: CPU RAM OFFLOAD REQUIRED

Quantization table

Quantization2K4K8K16K32K64K128K
BF16NoNoNoNoNoNoNo
FP16NoNoNoNoNoNoNo
Q3OffloadOffloadOffloadOffloadOffloadOffloadOffload
Q4OffloadOffloadOffloadOffloadOffloadOffloadOffload
Q5OffloadOffloadOffloadOffloadOffloadOffloadOffload
Q6OffloadOffloadOffloadOffloadOffloadOffloadOffload
Q8OffloadOffloadOffloadOffloadOffloadOffloadOffload

What fits entirely in VRAM?

No calculated full-VRAM fit at the evaluated quantizations and context lengths.

What requires RAM offload?

Weights may run with CPU/RAM offload. That is not equivalent to full-GPU inference. RigForAI does not estimate tokens/sec in this release.

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.

Check price on Amazon

GIGABYTE

GIGABYTE GV-N1660OC-6GD graphics card NVIDIA GeForce GTX 1660 6 GB GDDR5

6 GB · Amazon EXACT

$310.99

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MSI

MSI V379-013R graphics card NVIDIA GeForce GTX 1660 6 GB GDDR5

6 GB · Amazon unmatched

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ASUS

ASUS Phoenix PH-GTX1660-O6G NVIDIA GeForce GTX 1660 6 GB GDDR5

6 GB · Amazon unmatched

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MSI

MSI V379-001R graphics card NVIDIA GeForce GTX 1660 6 GB GDDR5

6 GB · Amazon unmatched

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ASUS

ASUS TUF-GTX1660-O6G-GAMING NVIDIA GeForce GTX 1660 6 GB GDDR5

6 GB · Amazon unmatched

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ASUS

ASUS Dual -GTX1660-O6G EVO NVIDIA GeForce GTX 1660 6 GB GDDR5

6 GB · Amazon unmatched

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GIGABYTE

GIGABYTE GAMING GeForce GTX 1660 OC 6G

6 GB · Amazon unmatched

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ASUS

ASUS Phoenix PH-GTX1660-6G NVIDIA GeForce GTX 1660 6 GB GDDR5

6 GB · Amazon unmatched

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ASUS

ASUS TUF Gaming TUF3-GTX1660-A6G-GAMING NVIDIA GeForce GTX 1660 6 GB GDDR5

6 GB · Amazon unmatched

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MSI

MSI VENTUS GTX 1660 XS 6G OCV1 graphics card NVIDIA GeForce GTX 1660 6 GB GDDR5

6 GB · Amazon unmatched

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MSI

MSI ARMOR GeForce GTX 1660 6G OC NVIDIA 6 GB GDDR5

6 GB · Amazon unmatched

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ASUS

ASUS Dual GTX1660-6G-EVO NVIDIA GeForce GTX 1660 6 GB GDDR5

6 GB · Amazon unmatched

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ASUS

ASUS TUF Gaming TUF3-GTX1660-O6G-GAMING NVIDIA GeForce GTX 1660 6 GB GDDR5

6 GB · Amazon unmatched

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Sources

Model: official config THUDM/glm-4-9b-chat (main). GPU/product specs: Icecat. Compatibility: RigForAI calculator v1.0.0 estimated VRAM · Q8 at 8K: CPU_RAM_OFFLOAD_REQUIRED. Amazon: affiliate commerce match, not a spec source.