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URL: https://willitrunai.com/models/olmo-2-13b

โ‡ฑ OLMo 2 13B VRAM Requirements โ€” GPU Compatibility


๐Ÿ‘ AllenAI
AllenAI

OLMo 2 13B

Current
๐Ÿ‘ huggingface
HuggingFace
Nov 2024Released33K tokensContextApache 2.0License64 GoodQuality

OLMo 2 13B (13B parameters) requires approximately 11.9 GB of VRAM with Q4_K_M quantization. For the best balance of quality and speed, we recommend hardware with at least 14 GB of VRAM.

Get started

โ€” copy & paste to run locally

Copy-paste commands to run OLMo 2 13B on your machine.

Run

docker run --rm -it ghcr.io/ggerganov/llama.cpp:full \ --hf-repo "allenai/OLMo-2-13B-Instruct" \ --hf-file "OLMo-2-13B-Instruct-Q4_K_M.gguf" \ -c 4096 -ngl 99

Quick specs

Parameters13B
Architecturedense
Context33K tokens
Modalitytext
Min RAM5.1 GB
Rec. RAM7.9 GB (Q4_K_M)
LicenseApache 2.0
FamilyOLMo
โœ“ Chat

About this model

OLMo 2 13B is AI2's fully open research model with transparent training data and methodology. Designed for reproducible research with competitive performance on reasoning and general knowledge tasks.

Related models

Your hardware

Detecting...

Quick picks

Best budgetA
RX 7600 XT 16GB~$329 โ€” 23 tok/s
๐Ÿ‘ NVIDIA
Best overallA
RTX 4080 Super 16GB~$999 โ€” 87 tok/s

Best hardware

Top picks for OLMo 2 13B

RTX 5080 Laptop 16GBA
16 GB
RTX 4080 Super 16GBA
16 GB
RTX 5080 16GBA
16 GB
RTX 4070 Ti Super 16GBA
16 GB
RTX 5070 Ti 16GBA
16 GB

Run this model

OLMo 2 13B on RTX 5080 Laptop 16GBOLMo 2 13B on RTX 4080 Super 16GBOLMo 2 13B on RTX 5080 16GB

Quantization options

VRAM estimates by quant level

No hardware detected โ€” fit column shows raw VRAM estimates

QuantBitsVRAMQualityFit
Q2_K
2
5.1 GB
Lowโ€”
Q3_K_S
3
6.4 GB
Lowโ€”
NVFP4
4
7.3 GB
Mediumโ€”
Q4_K_M
4
7.9 GB
Mediumโ€”
Q5_K_M
5
9.4 GB
Highโ€”
Q6_K
6
10.7 GB
Highโ€”
Q8_0
8
13.9 GB
Very Highโ€”
F16
16
26.7 GB
Maximumโ€”

Quality benchmarks

OLMo 2 13B benchmark scores

Benchmark verified

General

Chatbot Arenaโ€”
IFEval82.6%

Source: official ยท 2024-11-24

Hardware compatibility

Fit estimates across all hardware

Open calculator

Computing compatibility...

Memory breakdown

Reference: RTX 2060 6GB

Weights7.9 GB
KV Cache2.4 GB
Runtime0.9 GB
Headroom0.6 GB

Frequently asked questions

FAQ โ€” OLMo 2 13B

See also

Quantization GuideScoring MethodologyVRAM Calculator