There are other reports of SL 12 crashing with too little RAM, but also there are reports of it working fine with as little as 8GB RAM and a 6GB RTX 3050, albeit slowly.
Are you using the latest version (currently SL 12.0.40)?
If you go to the Help menu, you can open the Diagnostics Folder and check for crashdumps:
