In order for you to play Stardew Valley on Linux with minimal graphics settings, your computer must meet the following requirements
Operating System:
Ubuntu 12.04 LTS
Processor (CPU):
2 Ghz
Memory (RAM):
2 GB RAM
Graphics Card:
256 mb video memory, OpenGL 2
Storage:
500 MB available space