Can I Run GLM-5 / GLM-5.1 on NVIDIA GeForce RTX 5070?

Written by Jakub Rusinowski · Last updated July 12, 2026

Yes, comfortably — GLM-5 9B at Q4_K_M needs 7.4 GB at 8K context (5.4 GB weights + 2 GB KV cache/overhead), leaving ~4.6 GB of the NVIDIA GeForce RTX 5070's 12 GB, at ~78 tok/s (est.), with room for up to 32K context.

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NVIDIA GeForce RTX 5070 12GB
12 GB VRAM · 250 W board power
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NVIDIA GeForce RTX 5070 Specs

VRAM12 GB
Memory Bandwidth672 GB/s

GLM-5 9B on the NVIDIA GeForce RTX 5070: VRAM by quantization

QuantVRAM neededFits 12 GB?Max contextWhole PC
F1620 GB✗ No——
Q8_011.6 GB✓ Yes8K—
Q6_K9.4 GB✓ Yes16K—
Q5_K_M8.4 GB✓ Yes16K—
Q4_K_M7.4 GB✓ Yes32K—
Q3_K_M5.8 GB✓ Yes32K—
Q2_K5 GB✓ Yes32K—

Assumes an 8K-token context with an f16 KV cache, on an estimated architecture — this model publishes no config we can read. A longer window needs more; a quantized KV cache needs less. “Max context” is the largest window that still fits in 12 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

Context costs VRAM too. At Q4_K_M on the NVIDIA GeForce RTX 5070: 8K 7.4 GB · 32K 11.1 GB · 125K 25.1 GB ✗. Past 125K it no longer fits 12 GB — a q8_0 KV cache buys roughly half of that back, which the calculator will price for you.

No compatible GPU? GLM-5 9B on 8 GB of system RAM, CPU only: runs, but it is tight.

GLM-5 / GLM-5.1 Sizes That Fit the NVIDIA GeForce RTX 5070 (at 8K context)

GLM-5 9BQ4_K_M · 7.4 GB at 8K context · ~78 tok/s (est.)
Buy vs. rent GLM-5 / GLM-5.1
Buy the GPU
~$549
NVIDIA GeForce RTX 5070 · MSRP
Rent by the hour
from $0.34/hr
RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$549) beats renting at $0.34/hr after about 2.2 years.

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Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.

FAQ

GLM-5 / GLM-5.1 on the NVIDIA GeForce RTX 5070 — does it fit?

Yes, comfortably — GLM-5 9B at Q4_K_M needs 7.4 GB at 8K context (5.4 GB weights + 2 GB KV cache/overhead), leaving ~4.6 GB of the NVIDIA GeForce RTX 5070's 12 GB, at ~78 tok/s (est.), with room for up to 32K context.

Which GLM-5 / GLM-5.1 variant fits best on the NVIDIA GeForce RTX 5070?

GLM-5 9B at Q4_K_M quantization needs 7.4 GB at 8K context (5.4 GB weights + 2 GB KV cache/overhead), estimated ~78 tokens/sec, up to 32K context.

Every GLM-5 / GLM-5.1 size on the NVIDIA GeForce RTX 5070

SizeVRAM at 8KVerdictSpeed
GLM-5 744B455.2 GBDoes not fit—
GLM-5.1 72B46.7 GBDoes not fit—
GLM-5 32B22 GBDoes not fit—
GLM-5 9B7.4 GBRuns~78 tok/s

GLM-5 / GLM-5.1 on Other GPUs

Popular Models on the NVIDIA GeForce RTX 5070

VRAM Tier

Troubleshooting

Buying Guide

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