FitMyLLM
Google/Dense

GoogleGemma 1 2B

Google's lightweight open model. Clean training data, great for fine-tuning.

chat
2B
Parameters
8K
Context length
8
Benchmarks
6
Quantizations
0
Architecture
Dense
Released
2024-02-21
Layers
18
KV Heads
1
Head Dim
256
Family
gemma

Quantization Options

QuantBitsVRAMQuality
Q4_K_M4.891.7 GBgood
Q5_K_S5.571.9 GBgood
Q5_K_M5.71.9 GBgood
Q6_K6.562.1 GBexcellent
Q8_08.52.6 GBlossless
FP16164.5 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 GEMMA 1 2B NOW

Rent on RunPod →Or Vast.ai →

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

Community Ratings

Loading ratings...

Benchmarks (8)

MBPP46.6
IFEval46.2
HumanEval20.7
MMLU-PRO13.9
BBH13.2
MUSR12.9
GPQA4.1
MATH3.7

Run this model

▸Easiest way to get started·Beginners
DOCS ↗
curl -fsSL https://ollama.com/install.sh | sh
$ollama run gemma:2b-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.

NVIDIA GeForce GTX 260 OEM
2 GB VRAM • 112.9 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
NVIDIA Quadro 4000 Mac Edition
2 GB VRAM • 89.9 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
AMD FireGL V8650
2 GB VRAM • 111 GB/s
AMD
AmazonNeweggeBayPCPartPicker
NVIDIA GeForce GTX 285 X2
2 GB VRAM • 148 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
NVIDIA GeForce GTX 480M
2 GB VRAM • 77 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
NVIDIA Quadro 5000M
2 GB VRAM • 77 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
AMD Radeon HD 6950
2 GB VRAM • 160 GB/s
AMD
AmazonNeweggeBayPCPartPicker
AMD Radeon HD 6970
2 GB VRAM • 176 GB/s
AMD
AmazonNeweggeBayPCPartPicker
Intel Aubrey Isle
2 GB VRAM • 154 GB/s
INTEL
AmazonNeweggeBayPCPartPicker
AMD Radeon HD 5870 Eyefinity 6
2 GB VRAM • 154 GB/s
AMD
AmazonNeweggeBayPCPartPicker
NVIDIA GeForce GTX 485M
2 GB VRAM • 96 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
NVIDIA GeForce GTX 580M
2 GB VRAM • 96 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
NVIDIA Quadro 1000M
2 GB VRAM • 29 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
NVIDIA Quadro 2000M
2 GB VRAM • 29 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
NVIDIA Quadro 3000M
2 GB VRAM • 80 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
NVIDIA Quadro 3000M X2
2 GB VRAM • 80 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
NVIDIA Quadro 4000M
2 GB VRAM • 80 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
AMD Radeon HD 6550A
2 GB VRAM • 26 GB/s
AMD
AmazonNeweggeBayPCPartPicker
AMD Radeon HD 6570
2 GB VRAM • 64 GB/s
AMD
AmazonNeweggeBayPCPartPicker
AMD Radeon HD 6850 X2
2 GB VRAM • 134 GB/s
AMD
AmazonNeweggeBayPCPartPicker
AMD Radeon HD 6970M Mac Edition
2 GB VRAM • 115 GB/s
AMD
AmazonNeweggeBayPCPartPicker
AMD Radeon HD 6970M X2
2 GB VRAM • 115 GB/s
AMD
AmazonNeweggeBayPCPartPicker
AMD Radeon HD 6990
2 GB VRAM • 160 GB/s
AMD
AmazonNeweggeBayPCPartPicker
AMD Radeon HD 6990M
2 GB VRAM • 115 GB/s
AMD
AmazonNeweggeBayPCPartPicker
NVIDIA GeForce GTX 660
2 GB VRAM • 144 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
NVIDIA GeForce GTX 660 OEM
2 GB VRAM • 179 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
NVIDIA GeForce GTX 660 Ti
2 GB VRAM • 144 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
NVIDIA GeForce GTX 660M
2 GB VRAM • 80 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
NVIDIA GeForce GTX 670
2 GB VRAM • 192 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker
NVIDIA GeForce GTX 675M
2 GB VRAM • 96 GB/s
NVIDIA
AmazonNeweggeBayPCPartPicker

Find the best GPU for Gemma 1 2B

Build Hardware for Gemma 1 2B

Model Card

View on HuggingFace

Google's lightweight open model. Clean training data, great for fine-tuning.

▸ SPEC SHEET

Gemma 1 2B — 2B Dense.

▸ SPECIFICATIONS
PARAMETERS
2B
ARCHITECTURE
Dense Transformer
CONTEXT LENGTH
8K tokens
CAPABILITIES
chat
RELEASE DATE
2024-02-21
PROVIDER
Google
FAMILY
gemma
▸ VRAM REQUIREMENTS
QUANTBPWVRAMQUALITY
Q4_K_M4.891.7 GB94%
Q5_K_S5.571.9 GB96%
Q5_K_M5.71.9 GB96%
Q6_K6.562.1 GB97%
Q8_08.52.6 GB100%
FP16164.5 GB100%
§ 01BENCHMARK SCORES
HumanEval20.7
MMLU-PRO13.9
MATH3.7
IFEval46.2
BBH13.2
GPQA4.1
MUSR12.9
MBPP46.6
§ 02RUN COMMAND

Run Gemma 1 2B locally with Ollama — needs 1.7 GB VRAM at Q4_K_M:

$ollama run gemma:2b
§ 03COMPATIBLE GPUs
30 @ Q4_K_M
NVIDIA GeForce GTX 260 OEM
2 GB · 112.9 GB/s
NVIDIA Quadro 4000 Mac Edition
2 GB · 89.9 GB/s
AMD FireGL V8650
2 GB · 111 GB/s
NVIDIA GeForce GTX 285 X2
2 GB · 148 GB/s
NVIDIA GeForce GTX 480M
2 GB · 77 GB/s
NVIDIA Quadro 5000M
2 GB · 77 GB/s
AMD Radeon HD 6950
2 GB · 160 GB/s
AMD Radeon HD 6970
2 GB · 176 GB/s
Intel Aubrey Isle
2 GB · 154 GB/s
AMD Radeon HD 5870 Eyefinity 6
2 GB · 154 GB/s
NVIDIA GeForce GTX 485M
2 GB · 96 GB/s
NVIDIA GeForce GTX 580M
2 GB · 96 GB/s
NVIDIA Quadro 1000M
2 GB · 29 GB/s
NVIDIA Quadro 2000M
2 GB · 29 GB/s
NVIDIA Quadro 3000M
2 GB · 80 GB/s