2026-01-02 00:24:50

The hardware constraint everyone hits first? RAM.

Let's break down the specs for different model sizes. Running a 7B to 13B parameter model typically needs 16 to 32GB of RAM. Jump up to 20B parameters and you're looking at roughly 48 to 64GB. For the heavy hitters like 120B models, prepare for 120GB or more.

Here's the thing—we invested $15k in hardware setup and now we can deploy pretty much any model. That's real capability right there. The encouraging part? These costs should come down as the market matures and hardware becomes more accessible. More people will have the ability to run serious models locally without breaking the bank.

This page may contain third-party content, which is provided for information purposes only (not representations/warranties) and should not be considered as an endorsement of its views by Gate, nor as financial or professional advice. See Disclaimer for details.

16 Likes

Reward
16
6
Repost
Share

Comment

0/400

HypotheticalLiquidator

· 6h ago

Want to enter the market with just 15k? Wait, the 120B model requires 120G of VRAM from the start, this health factor is too risky. Will the cost decrease later? Easier said than done, really?

View OriginalReply0

LiquiditySurfer