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Test Your Hardware

Detecting your hardware...

Hardware Requirements

Beginner tip: minimum values mean the model can start, while recommended values usually feel smoother during real use.

QuantizationFile SizeMin VRAMRecommended VRAMMin RAMContext
Q3_K_MEasiest3.9 GB4.5 GB6 GB6 GB8K / 128K
Q4_K_M4.9 GB5.5 GB8 GB8 GB8K / 128K
Q5_K_M5.7 GB6.5 GB8 GB8 GB8K / 128K
Q6_K6.6 GB7.5 GB10 GB10 GB8K / 128K
Q8_08.5 GB9.5 GB12 GB16 GB8K / 128K
FP1616 GB17 GB24 GB24 GB8K / 128K

Strong OpenClaw Model Candidate

Llama 3.1 8B is a common OpenClaw pick for local agent workflows. Use this model with Ollama, llama.cpp, or LM Studio, then confirm full OpenClaw hardware compatibility.

Full Model DetailsBest GPU for Llama 3.1 8BLlama 3.1 8B pros & consDecision WizardBrowse All Models