Can I Run Gemma 2 Family on NVIDIA GeForce RTX 5070 Ti?

Autor: Jakub Rusinowski · Ostatnia aktualizacja: 27 czerwca 2024

Yes, comfortably — you'll have ~9.2 GB of headroom running Gemma 2 9B IT at Q4_K_M (6.8 GB, ~132 tok/s (est.)) with room for up to 8K context.

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Sprawdź cenę na Amazon — NVIDIA GeForce RTX 5070 Ti 16GB

NVIDIA GeForce RTX 5070 Ti Specs

VRAM16 GB
Memory Bandwidth896 GB/s

Gemma 2 9B IT on the NVIDIA GeForce RTX 5070 Ti: VRAM by quantization

QuantVRAM neededFits 16 GB?Max context
F1620.2 GB✗ No
Q8_011.8 GB✓ Yes8K
Q6_K9.6 GB✓ Yes8K
Q5_K_M8.6 GB✓ Yes8K
Q4_K_M7.6 GB✓ Yes8K
Q3_K_M6 GB✓ Yes8K
Q2_K5.2 GB✓ Yes8K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 16 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

Gemma 2 Family Sizes That Fit the NVIDIA GeForce RTX 5070 Ti

Gemma 2 9B ITQ4_K_M · 6.8 GB · ~132 tok/s (est.)
Buy vs. rent Gemma 2 Family
Buy the GPU
~$749
NVIDIA GeForce RTX 5070 Ti · MSRP
Rent by the hour
from $0.34/hr
RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$749) beats renting at $0.34/hr after about 3.1 years.

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RunPod $0.34/hr
Rent on RunPod →
Vast.ai $0.35/hr · typical low · varies
Rent on Vast.ai →

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

FAQ

Does the NVIDIA GeForce RTX 5070 Ti have enough VRAM for Gemma 2 Family?

Yes, comfortably — you'll have ~9.2 GB of headroom running Gemma 2 9B IT at Q4_K_M (6.8 GB, ~132 tok/s (est.)) with room for up to 8K context.

Which quantization of Gemma 2 Family should I use on the NVIDIA GeForce RTX 5070 Ti?

Gemma 2 9B IT at Q4_K_M quantization (6.8 GB), estimated ~132 tokens/sec, up to 8K context.

Gemma 2 Family on Other GPUs

Popular Models on the NVIDIA GeForce RTX 5070 Ti

VRAM Tier

Troubleshooting

Buying Guide

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