FitMyLLM
NVIDIA/Dense

NVIDIANVIDIA-Nemotron-3-Nano-30B-A3B-BF16

chatThinkingTool Use
31.6B
Parameters
256K
Context length
11
Benchmarks
14
Quantizations
1.0M
HF downloads
Architecture
Dense
Released
2025-12-04
Layers
52
KV Heads
2
Head Dim
128
Family
nemotron

Quantization Options

QuantBitsVRAMQuality
IQ3_XXS3.2513.3 GBlow
IQ3_XS3.514.3 GBlow
Q3_K_S3.6414.9 GBlow
IQ3_M3.7615.3 GBlow
Q3_K_M416.3 GBlow
Q3_K_L4.317.5 GBmoderate
IQ4_XS4.4618.1 GBmoderate
Q4_K_S4.6718.9 GBmoderate
Q4_K_M4.8919.8 GBgood
Q5_K_S5.5722.5 GBgood
Q5_K_M5.723.0 GBgood
Q6_K6.5626.4 GBexcellent
Q8_08.534.1 GBlossless
FP161663.7 GBlossless

Select your GPU above to see speed estimates and compatibility for each quantization.

▸ READY TO RUN THIS?RENT BY THE HOUR

RENT A GPU AND RUN NVIDIA-NEMOTRON-3-NANO-30B-A3B-BF16 NOW

Rent on RunPod →Or Vast.ai →

Spin up an A100 / H100 / 4090 in ~60s. Pay by the second. Cancel anytime.

Community Ratings

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Benchmarks (11)

IFEval83.2
BBH62.5
MATH55.4
MMLU-PRO47.8
GPQA Diamond39.9
LiveCodeBench36.0
MUSR22.3
GPQA18.9
AIME13.3
MATH-50013.3
HLE4.6

Run this model

▸Easiest way to get started·Beginners
DOCS ↗
curl -fsSL https://ollama.com/install.sh | sh
$ollama run nemotron:31b-q4_K_M

Downloads and runs automatically. Add --verbose for speed stats.

▸ SETUP GUIDE
>_

Auto-setup with fitmyllm CLI

Detects your GPU, recommends the best model, downloads it, and starts chatting — zero config. Benchmarks your speed and contributes anonymous data to improve predictions.

pip install fitmyllmthen run fitmyllmLearn more
Auto-detect GPULive tok/s in chatSpeed benchmarks9 inference engines
HuggingFaceOllama LibraryGGUF DownloadsBuild Hardware

GPUs that can run this model

At Q4_K_M quantization. Sorted by minimum VRAM.

AMD RX 7900 XT
20 GB VRAM • 800 GB/s
AMD
$849
AmazonNeweggeBayPCPartPicker
NVIDIA RTX 4000 Ada 20GB
20 GB VRAM • 432 GB/s
NVIDIA
$1250
AmazonNeweggeBayPCPartPicker
NVIDIA A10M
20 GB VRAM • 500 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
NVIDIA GeForce RTX 3080 Ti 20 GB
20 GB VRAM • 760 GB/s
NVIDIA
$1199
AmazonNeweggeBayPCPartPicker
AMD Radeon RX 7900 XT
20 GB VRAM • 800 GB/s
AMD
$899
AmazonNeweggeBayPCPartPicker
NVIDIA RTX 4000 Ada Generation
20 GB VRAM • 360 GB/s
NVIDIA
$1250
AmazonNeweggeBayPCPartPicker
NVIDIA RTX 4000 SFF Ada Generation
20 GB VRAM • 280 GB/s
NVIDIA
$1250
AmazonNeweggeBayPCPartPicker
NVIDIA RTX A4500
20 GB VRAM • 640 GB/s
NVIDIA
$2000
NVIDIA RTX 4090
24 GB VRAM • 1008 GB/s
NVIDIA
$1599
AmazonNeweggeBayPCPartPicker
NVIDIA RTX 3090 Ti
24 GB VRAM • 1008 GB/s
NVIDIA
$999
AmazonNeweggeBayPCPartPicker
NVIDIA RTX 3090
24 GB VRAM • 936 GB/s
NVIDIA
$850
AmazonNeweggeBayPCPartPicker
AMD RX 7900 XTX
24 GB VRAM • 960 GB/s
AMD
$999
AmazonNeweggeBayPCPartPicker
Apple M4 Pro (24GB)
24 GB VRAM • 273 GB/s
APPLE
$1399
NVIDIA L4 24GB
24 GB VRAM • 300 GB/s
NVIDIA
$2500
NVIDIA A10 24GB
24 GB VRAM • 600 GB/s
NVIDIA
$3500
AmazonNeweggeBayPCPartPicker
Apple M2 (24GB)
24 GB VRAM • 100 GB/s
APPLE
$999
Apple M3 (24GB)
24 GB VRAM • 100 GB/s
APPLE
$999
Apple M4 (24GB)
24 GB VRAM • 120 GB/s
APPLE
$699
NVIDIA Tesla M40 24 GB
24 GB VRAM • 288 GB/s
NVIDIA
NVIDIA Tesla P10
24 GB VRAM • 694 GB/s
NVIDIA
NVIDIA Tesla P40
24 GB VRAM • 347 GB/s
NVIDIA
NVIDIA Quadro RTX 6000
24 GB VRAM • 672 GB/s
NVIDIA
$4000
AmazonNeweggeBayPCPartPicker
NVIDIA Quadro RTX 6000 Passive
24 GB VRAM • 624 GB/s
NVIDIA
$4000
AmazonNeweggeBayPCPartPicker
NVIDIA GeForce RTX 3090
24 GB VRAM • 936 GB/s
NVIDIA
$1499
AmazonNeweggeBayPCPartPicker
NVIDIA A10 PCIe
24 GB VRAM • 600 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
NVIDIA A10G
24 GB VRAM • 600 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
NVIDIA RTX A5000
24 GB VRAM • 768 GB/s
NVIDIA
$2500
NVIDIA GeForce RTX 3090 Ti
24 GB VRAM • 1010 GB/s
NVIDIA
$1999
AmazonNeweggeBayPCPartPicker
NVIDIA GeForce RTX 4090
24 GB VRAM • 1010 GB/s
NVIDIA
$1599
AmazonNeweggeBayPCPartPicker
NVIDIA L40 CNX
24 GB VRAM • 864 GB/s
NVIDIA
$5000

Find the best GPU for NVIDIA-Nemotron-3-Nano-30B-A3B-BF16

Build Hardware for NVIDIA-Nemotron-3-Nano-30B-A3B-BF16

Model Card

View on HuggingFace

Read the full model card for detailed information about this model.

▸ SPEC SHEET

NVIDIA-Nemotron-3-Nano-30B-A3B-BF16 — 31.6B Dense.

▸ SPECIFICATIONS
PARAMETERS
31.6B
ARCHITECTURE
Dense Transformer
CONTEXT LENGTH
256K tokens
CAPABILITIES
chat
RELEASE DATE
2025-12-04
PROVIDER
NVIDIA
FAMILY
nemotron
▸ VRAM REQUIREMENTS
QUANTBPWVRAMQUALITY
IQ3_XXS3.2513.3 GB82%
IQ3_XS3.514.3 GB84%
Q3_K_S3.6414.9 GB85%
IQ3_M3.7615.3 GB86%
Q3_K_M416.3 GB88%
Q3_K_L4.317.5 GB90%
IQ4_XS4.4618.1 GB92%
Q4_K_S4.6718.9 GB93%
Q4_K_M4.8919.8 GB94%
Q5_K_S5.5722.5 GB96%
Q5_K_M5.723.0 GB96%
Q6_K6.5626.4 GB97%
Q8_08.534.1 GB100%
FP161663.7 GB100%
§ 01BENCHMARK SCORES
MMLU-PRO47.8
MATH55.4
IFEval83.2
BBH62.5
GPQA18.9
MUSR22.3
LiveCodeBench36.0
AIME13.3
MATH-50013.3
GPQA Diamond39.9
HLE4.6
§ 02RUN COMMAND

Run NVIDIA-Nemotron-3-Nano-30B-A3B-BF16 locally with Ollama — needs 19.8 GB VRAM at Q4_K_M:

$ollama run nemotron:31b
§ 03COMPATIBLE GPUs
30 @ Q4_K_M
AMD RX 7900 XT
20 GB · 800 GB/s
NVIDIA RTX 4000 Ada 20GB
20 GB · 432 GB/s
NVIDIA A10M
20 GB · 500 GB/s
NVIDIA GeForce RTX 3080 Ti 20 GB
20 GB · 760 GB/s
AMD Radeon RX 7900 XT
20 GB · 800 GB/s
NVIDIA RTX 4000 Ada Generation
20 GB · 360 GB/s
NVIDIA RTX 4000 SFF Ada Generation
20 GB · 280 GB/s
NVIDIA RTX A4500
20 GB · 640 GB/s
NVIDIA RTX 4090
24 GB · 1008 GB/s
NVIDIA RTX 3090 Ti
24 GB · 1008 GB/s
NVIDIA RTX 3090
24 GB · 936 GB/s
AMD RX 7900 XTX
24 GB · 960 GB/s
Apple M4 Pro (24GB)
24 GB · 273 GB/s
NVIDIA L4 24GB
24 GB · 300 GB/s
NVIDIA A10 24GB
24 GB · 600 GB/s