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Llama 3.1 8B Instruct: What PC You Need

Llama 3.1 8B Instruct needs about 7.6GB at Q4; the cheapest PC that runs it comfortably is Apple Mac mini (M6) at $779.

Updated

What Llama 3.1 8B Instruct asks of a PC

Llama 3.1 8B Instruct has 8B parameters, all of them active, so its memory need scales directly with that count and the quantization you pick.

At 8K context Llama 3.1 8B Instruct takes 7.6GB at Q4, 9.6GB at Q6 and 11.8GB at Q8. Stepping from Q4 to Q8 costs 4.2GB.

Llama 3.1 8B Instruct accepts up to 128,000 tokens of context, and a long context adds memory: at 128K and Q4 it takes 37.6GB.

Llama 3.1 8B Instruct was released in 2024-07.

50 tracked PCs with a verified price run Llama 3.1 8B Instruct comfortably and 6 run it with limits. The cheapest comfortable option by type is laptop: Apple MacBook Air 15 (M5) at $1,299; mini PC: Apple Mac mini (M6) at $779; desktop: Framework Desktop (Ryzen AI Max 385) at $1,269; workstation: Lenovo ThinkStation P3 Ultra (RTX PRO 4500) at $2,029.99.

Memory requirements for Llama 3.1 8B Instruct

Quantization8K context32K context128K context
Q47.6GB13.6GB37.6GB
Q58.6GB14.6GB38.6GB
Q69.6GB15.6GB39.6GB
Q811.8GB17.8GB41.8GB
Parameters
8B
Context window
128,000

Best PC for Llama 3.1 8B Instruct

Lenovo ThinkStation PGX: the highest AIPC Score among the PCs that run it comfortably, at $5,859.

Cheapest PCs that run Llama 3.1 8B Instruct comfortably

#SystemTypeAI MemoryGPU/NPUAI ScorePriceVerifiedView
1Apple Apple Mac mini (M6) mini PCApple Mac mini (M6)Mini PC12GBApple M6 GPU16.1$779View Deal on Amazon →
2Minisforum Minisforum UM890 Pro mini PCMinisforum UM890 ProMini PC16GBRadeon 780M17.3$1,015View Deal on Amazon →
3Minisforum Minisforum MS-01 Workstation mini PCMinisforum MS-01 WorkstationMini PC16GBIntel Iris Xe18.4$1,039View Deal on Amazon →
4Beelink Beelink SER8 mini PCBeelink SER8Mini PC16GBRadeon 780M17.5$1,099View Deal on Amazon →
5Minisforum Minisforum AI X1 Pro-370 mini PCMinisforum AI X1 Pro-370Mini PC16GBRadeon 890M20$1,247View Deal on Amazon →

Cheapest PCs that run Llama 3.1 8B Instruct with limitations

#SystemTypeAI MemoryGPU/NPUAI ScorePriceVerifiedView
1GMKtec GMKtec K8 Plus mini PCGMKtec K8 PlusMini PC8GBRadeon 780M10$749.99View Deal on Amazon →
2ASUS ASUS Zenbook A14 (Snapdragon X) laptopASUS Zenbook A14 (Snapdragon X)Laptop8GBAdreno9$832View Deal on Amazon →
3Dell Dell 14 Plus (Core Ultra 200V) laptopDell 14 Plus (Core Ultra 200V)Laptop8GBIntel Arc 140V9.2$1,275.49View Deal on Amazon →

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