Can I Run Yi 1.5 Family on NVIDIA RTX 6000 Ada Generation?

Newer alternative. 01.AI has not released a newer model in this library. If you are choosing today, Qwen 3 is a comparable current option. View Qwen 3 →

Written by Jakub Rusinowski · Last updated July 21, 2026

Yes, comfortably — you'll have ~27.2 GB of headroom running Yi 1.5 34B Chat at Q4_K_M (20.769 GB, ~37 tok/s (est.)) with room for up to 16K context.

Buy This HardwareNVIDIA RTX 6000 Ada Generation 48GB — 48 GB VRAM · 300 W board powerDeploy in the Cloud NowRTX 4090 on RunPod — from $0.34/hr · rate checked 2026-07

or compare on Vast.ai from $0.35/hr (typical low · varies)

As an Amazon Associate we earn from qualifying purchases. Cloud GPU links are referral links — we may earn a commission at no extra cost to you.

Affiliate disclosure: Some links on this page are affiliate links — if you buy through them, LLM Configurator may earn a commission at no extra cost to you. As an Amazon Associate, LLM Configurator earns from qualifying purchases.

NVIDIA RTX 6000 Ada Generation 48GB
48 GB VRAM · 300 W board power
2026 prices are volatile — check the current listing.
Check price on Amazon

NVIDIA RTX 6000 Ada Generation Specs

VRAM48 GB
Memory Bandwidth960 GB/s

Yi 1.5 34B Chat on the NVIDIA RTX 6000 Ada Generation: VRAM by quantization

QuantVRAM neededFits 48 GB?Max context
F1670.6 GB✗ No
Q8_038.4 GB✓ Yes16K
Q6_K30 GB✓ Yes16K
Q5_K_M26.2 GB✓ Yes16K
Q4_K_M22.6 GB✓ Yes16K
Q3_K_M16.5 GB✓ Yes16K
Q2_K13.1 GB✓ Yes16K

VRAM needed assumes a 4K-token context with an f16 KV cache; “Max context” is the largest window that still fits in 48 GB. Figures are estimates from parameter count, quantization and memory bandwidth — the analyzer lets you tune KV-cache quant and context.

Yi 1.5 Family Sizes That Fit the NVIDIA RTX 6000 Ada Generation

Yi 1.5 34B ChatQ4_K_M · 20.769 GB · ~37 tok/s (est.)
Yi 1.5 9B ChatQ4_K_M · 5.3311125 GB · ~115 tok/s (est.)
Buy vs. rent Yi 1.5 Family
Buy the GPU
~$6,799
NVIDIA RTX 6000 Ada Generation · MSRP
Rent by the hour
from $0.34/hr
RTX 4090 (24 GB) class

At 2 hrs/day, buying (~$6,799) beats renting at $0.34/hr after about 27.8 years.

Affiliate links — we may earn a commission if you sign up, at no extra cost to you.

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

Can I run Yi 1.5 Family on the NVIDIA RTX 6000 Ada Generation?

Yes, comfortably — you'll have ~27.2 GB of headroom running Yi 1.5 34B Chat at Q4_K_M (20.769 GB, ~37 tok/s (est.)) with room for up to 16K context.

What's the best Yi 1.5 Family size for the NVIDIA RTX 6000 Ada Generation?

Yi 1.5 34B Chat at Q4_K_M quantization (20.769 GB), estimated ~37 tokens/sec, up to 16K context.

Yi 1.5 Family on Other GPUs

Popular Models on the NVIDIA RTX 6000 Ada Generation

VRAM Tier

Troubleshooting

Buying Guide

← Can I Run It? | Yi 1.5 Family Model Page | NVIDIA RTX 6000 Ada Generation GPU Page | Check Your Hardware