FitMyLLM
IBM/Dense

IBMGranite 3.1 2B

Granite 3.1 2B — improved reasoning and safety over 3.0.

chatcoding
2B
Parameters
128K
Context length
4
Benchmarks
6
Quantizations
30K
HF downloads
Architecture
Dense
Released
2024-12-16
Layers
40
KV Heads
8
Head Dim
64
Family
granite

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 GRANITE 3.1 2B NOW

Rent on RunPod →Or Vast.ai →

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

Community Ratings

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Benchmarks (4)

Arena Elo1135
IFEval58.0
HumanEval35.0
BigCodeBench20.5

Run this model

▸Easiest way to get started·Beginners
DOCS ↗
curl -fsSL https://ollama.com/install.sh | sh
$ollama run granite:2b-q4_K_M

Tag may need adjustment — check ollama.com/library/granite 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
HuggingFaceGGUF 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 Granite 3.1 2B

Build Hardware for Granite 3.1 2B

Model Card

View on HuggingFace

Granite 3.1 2B — improved reasoning and safety over 3.0.

▸ SPEC SHEET

Granite 3.1 2B — 2B Dense.

▸ SPECIFICATIONS
PARAMETERS
2B
ARCHITECTURE
Dense Transformer
CONTEXT LENGTH
128K tokens
CAPABILITIES
chat, coding
RELEASE DATE
2024-12-16
PROVIDER
IBM
FAMILY
granite
▸ 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
HumanEval35.0
IFEval58.0
BigCodeBench20.5
Arena Elo1135.0
§ 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