Can I Run DeepSeek R1 Distill Qwen 32B on NVIDIA GeForce RTX 5060 Ti 8GB?
Written by Jakub Rusinowski · Last updated July 12, 2026
No. DeepSeek R1 Distill Qwen 32B needs 22.3 GB at 8K context (19.3 GB weights + 3 GB KV cache/overhead) at Q4_K_M and the NVIDIA GeForce RTX 5060 Ti 8GB has only 8 GB. No quantization we publish closes a gap that size.
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The numbers
| Model | DeepSeek R1 Distill Qwen 32B |
| Parameters | 32B |
| Quantization | Q4_K_M |
| VRAM needed (8K context) | 22.3 GB |
| NVIDIA GeForce RTX 5060 Ti 8GB VRAM | 8 GB |
| Verdict | Does not fit |
DeepSeek R1 Distill Qwen 32B on the NVIDIA GeForce RTX 5060 Ti 8GB: VRAM by quantization
| Quant | VRAM needed | Fits 8 GB? | Max context | Whole PC |
|---|---|---|---|---|
| F16 | 66.9 GB | ✗ No | — | — |
| Q8_0 | 36.9 GB | ✗ No | — | Build for this |
| Q6_K | 29.2 GB | ✗ No | — | — |
| Q5_K_M | 25.6 GB | ✗ No | — | Build for this |
| Q4_K_M | 22.3 GB | ✗ No | — | Build for this |
| Q3_K_M | 16.6 GB | ✗ No | — | — |
| Q2_K | 13.5 GB | ✗ No | — | — |
Assumes an 8K-token context with an f16 KV cache. A longer window needs more; a quantized KV cache needs less. “Max context” is the largest window that still fits in 8 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 5060 Ti 8GB: 8K 22.3 GB ✗ · 32K 28.7 GB ✗ · 128K 54.5 GB ✗. Past 8K it no longer fits 8 GB — a q8_0 KV cache buys roughly half of that back, which the calculator will price for you.
What to do next
Either step down to a smaller size in this family, or move to a NVIDIA GeForce RTX 5090 Laptop GPU (24 GB), the card with the least memory we track that holds it.
No compatible GPU? DeepSeek R1 Distill Qwen 32B on 32 GB of system RAM, CPU only: runs comfortably.
DeepSeek R1 Distill Qwen 32B needs ~22 GB but this GPU has 8 GB. Rent a RTX 4090 (24 GB)-class GPU by the hour instead of buying one:
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Cloud rates verified 2026-07 — estimates, and marketplace prices vary. Buying price is GPU MSRP only, not a full PC.
Other DeepSeek R1 sizes on the NVIDIA GeForce RTX 5060 Ti 8GB
- DeepSeek R1 (671B) — does not fit (406.5 GB)
- DeepSeek R1 Distill Qwen 14B — runs at a lower quant (10.6 GB)
DeepSeek R1 Distill Qwen 32B on nearby hardware
- NVIDIA GeForce RTX 3080 (10GB) (10 GB) — does not fit
All DeepSeek R1 sizes on the NVIDIA GeForce RTX 5060 Ti 8GB | DeepSeek R1 Distill Qwen 32B model page | NVIDIA GeForce RTX 5060 Ti 8GB GPU page | VRAM calculator | Check your hardware