Can I Run InternLM 3 20B Instruct on NVIDIA GeForce RTX 5060?

Written by Jakub Rusinowski · Last updated July 12, 2026

No. InternLM 3 20B Instruct needs 14.5 GB at 8K context (12.1 GB weights + 2.4 GB KV cache/overhead) at Q4_K_M and the NVIDIA GeForce RTX 5060 has only 8 GB. No quantization we publish closes a gap that size.

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The numbers

ModelInternLM 3 20B Instruct
Parameters20B
QuantizationQ4_K_M
VRAM needed (8K context)14.5 GB
NVIDIA GeForce RTX 5060 VRAM8 GB
VerdictDoes not fit

InternLM 3 20B Instruct on the NVIDIA GeForce RTX 5060: VRAM by quantization

QuantVRAM neededFits 8 GB?Max contextWhole PC
F1642.4 GB✗ No——
Q8_023.6 GB✗ No—Build for this
Q6_K18.8 GB✗ No——
Q5_K_M16.6 GB✗ No——
Q4_K_M14.5 GB✗ No—Build for this
Q3_K_M10.9 GB✗ No——
Q2_K9 GB✗ No——

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 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: 8K 14.5 GB ✗ · 32K 19.2 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 4090 Laptop GPU (16 GB), the card with the least memory we track that holds it.

No compatible GPU? InternLM 3 20B Instruct on 24 GB of system RAM, CPU only: runs.

Won't fit — rent InternLM 3 20B Instruct instead

InternLM 3 20B Instruct needs ~15 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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RunPod $0.34/hr
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Other InternLM 3 sizes on the NVIDIA GeForce RTX 5060

InternLM 3 20B Instruct on nearby hardware

All InternLM 3 sizes on the NVIDIA GeForce RTX 5060 | InternLM 3 20B Instruct model page | NVIDIA GeForce RTX 5060 GPU page | VRAM calculator | Check your hardware