FITMYLLM·AUGUST 17, 2026·OPEN METHODOLOGY · COMMUNITY BENCHMARKS

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NVIDIA/Dense

Nemotron 3 Nano 4B

Nemotron 3 Nano — compact model with tool use and function calling.

chatcodingreasoningmathtool_useThinkingTool Use

3.97B

Parameters

256K

Context length

15

Benchmarks

6

Quantizations

100K

HF downloads

Architecture

Dense

Released

2026-03-16

Layers

42

KV Heads

8

Head Dim

128

Family

nemotron

Quantization Options

Context length:

Quant	Bits	VRAM @ 16K	Quality
Q4_K_M	4.89	4.9 GB 2.9 + 2.0 KV	good
Q5_K_S	5.57	5.2 GB 3.3 + 2.0 KV	good
Q5_K_M	5.7	5.3 GB 3.3 + 2.0 KV	good
Q6_K	6.56	5.7 GB 3.7 + 2.0 KV	excellent
Q8_0	8.5	6.7 GB 4.7 + 2.0 KV	lossless
FP16	16	10.4 GB 8.4 + 2.0 KV	lossless

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

Deploying for a team or in production? Size GPUs, cost & scaling in Enterprise →

▸ READY TO RUN THIS?RENT BY THE HOUR

RENT A GPU AND RUN NEMOTRON 3 NANO 4B NOW

Rent on Vast.ai →Or RunPod →

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

Community Ratings

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Benchmarks (15)

MATH95.4

IFEval88.0

IFBench58.2

GPQA53.2

GPQA Diamond51.3

τ²-Bench28.1

MMLU-PRO18.1

AA Long Context16.7

SciCode16.4

AA Intelligence14.7

BBH14.2

AA Coding10.0

Terminal-Bench6.8

HLE4.8

MUSR4.6

Run this model

▸Easiest way to get started·Beginners

curl -fsSL https://ollama.com/install.sh | sh

$ollama run nemotron-3-nano:4b

Tag may need adjustment — check ollama.com/library/nemotron-3-nano for available tags.

▸ 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

HuggingFace Ollama Library GGUF Downloads Build Hardware

GPUs that can run this model

At Q4_K_M quantization. Sorted by minimum VRAM.

NVIDIA Tesla C2050

3 GB VRAM • 144 GB/s

NVIDIA

NVIDIA Tesla M2050

3 GB VRAM • 148 GB/s

NVIDIA

NVIDIA Tesla S2050

3 GB VRAM • 148 GB/s

NVIDIA

NVIDIA GeForce GTX 670MX

3 GB VRAM • 67 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 7950

3 GB VRAM • 240 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 7950 Boost

3 GB VRAM • 240 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 7950 Monica BIOS 1

3 GB VRAM • 240 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 7950 Monica BIOS 2

3 GB VRAM • 240 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 7970

3 GB VRAM • 264 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 7970 GHz Edition

3 GB VRAM • 288 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 7970 X2

3 GB VRAM • 264 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce GTX 770M

3 GB VRAM • 96 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce GTX 780

3 GB VRAM • 288 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce GTX 780 Rev. 2

3 GB VRAM • 288 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce GTX 780 Ti

3 GB VRAM • 337 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 7950 Mac Edition

3 GB VRAM • 240 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 7990

3 GB VRAM • 288 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 8950 OEM

3 GB VRAM • 240 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 8970 OEM

3 GB VRAM • 264 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon HD 8990 OEM

3 GB VRAM • 288 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce GTX 870M

3 GB VRAM • 120 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon R9 280

3 GB VRAM • 240 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce GTX 1060 3 GB

3 GB VRAM • 192 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce GTX 1060 3 GB GP104

3 GB VRAM • 192 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA P106-090

3 GB VRAM • 192 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce GTX 1050 3 GB

3 GB VRAM • 84 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon RX 5300M

3 GB VRAM • 168 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD Radeon RX 5300 OEM

3 GB VRAM • 168 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

NVIDIA GeForce GT 555M 3 GB

3 GB VRAM • 43.2 GB/s

NVIDIA

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

AMD FirePro S10000

3 GB VRAM • 240 GB/s

AMD

Amazon Newegg eBay PCPartPicker Rent on RunPod Rent on Vast.ai

Find the best GPU for Nemotron 3 Nano 4B

Build Hardware for Nemotron 3 Nano 4B

Model Card

View on HuggingFace

Nemotron 3 Nano — compact model with tool use and function calling.

▸ SPEC SHEET

Nemotron 3 Nano 4B — 3.97B Dense.

▸ SPECIFICATIONS

PARAMETERS: 3.97B
ARCHITECTURE: Dense Transformer
CONTEXT LENGTH: 256K tokens
CAPABILITIES: chat, coding, reasoning, math, tool_use
RELEASE DATE: 2026-03-16
PROVIDER: NVIDIA
FAMILY: nemotron

▸ VRAM REQUIREMENTS

QUANT	BPW	VRAM	QUALITY
Q4_K_M	4.89	2.9 GB	94%
Q5_K_S	5.57	3.3 GB	96%
Q5_K_M	5.7	3.3 GB	96%
Q6_K	6.56	3.7 GB	97%
Q8_0	8.5	4.7 GB	100%
FP16	16	8.4 GB	100%

§ 01BENCHMARK SCORES

MMLU-PRO18.1

MATH95.4

IFEval88.0

BBH14.2

GPQA53.2

MUSR4.6

aa_ifbench58.2

aa_terminal_bench6.8

aa_tau228.1

aa_scicode16.4

aa_lcr16.7

GPQA Diamond51.3

HLE4.8

AA Intelligence14.7

AA Coding10.0

§ 02RUN COMMAND

Run Nemotron 3 Nano 4B locally with Ollama — needs 2.9 GB VRAM at Q4_K_M:

$ollama run nemotron-3-nano:4b

§ 03COMPATIBLE GPUs

30 @ Q4_K_M

NVIDIA Tesla C2050

3 GB · 144 GB/s

NVIDIA Tesla M2050

3 GB · 148 GB/s

NVIDIA Tesla S2050

3 GB · 148 GB/s

NVIDIA GeForce GTX 670MX

3 GB · 67 GB/s

AMD Radeon HD 7950

3 GB · 240 GB/s

AMD Radeon HD 7950 Boost

3 GB · 240 GB/s

AMD Radeon HD 7950 Monica BIOS 1

3 GB · 240 GB/s

AMD Radeon HD 7950 Monica BIOS 2

3 GB · 240 GB/s

AMD Radeon HD 7970

3 GB · 264 GB/s

AMD Radeon HD 7970 GHz Edition

3 GB · 288 GB/s

AMD Radeon HD 7970 X2

3 GB · 264 GB/s

NVIDIA GeForce GTX 770M

3 GB · 96 GB/s

NVIDIA GeForce GTX 780

3 GB · 288 GB/s

NVIDIA GeForce GTX 780 Rev. 2

3 GB · 288 GB/s

NVIDIA GeForce GTX 780 Ti

3 GB · 337 GB/s