llmfit Checks Your Hardware and Ranks Models Before You Download

🚨 The #1 problem with local AI is now solved.

There’s a new tool called llmfit that checks your hardware and tells you which models will run well before you download anything.

So instead of guessing and hitting out-of-memory errors…it gives you a ranked list based on your machine.

What it does (in one command):

→ scans your setup (RAM / CPU / GPU / VRAM)
→ evaluates models for quality, speed, fit, and context
→ selects the best quantization automatically
→ labels what’s ideal vs okay vs borderline

The part I like most: it handles MoE models correctly.

Example: Mixtral 8x7B has ~46.7B total params, but only ~12.9B are active per token, and llmfit accounts for that (a lot of tools still don’t).

100% Opensource.

Source: LinkedIn · Relevance: 8/10