Surya Pratap Singh
AI Engineer & Founder
Apr 18, 2026
4 min read
Artificial Intelligence
Best Open Source AI Models for Low-End PCs
Best Open Source AI Models for Low-End PCs
Not everyone has 24GB of VRAM. If you're on a student laptop or a budget rig, these are the models you should be running via Ollama or LM Studio.
- Qwen 1.5 (0.5B / 1.8B parameter versions): Astounding multi-lingual capabilities running on literal potatoes.
- Gemma 2 (2B): Google's lightweight open model. Very smart for its size class.
- TinyLlama (1.1B): The classic 1B model, great for simple categorization or sentiment analysis scripts.
Always look for the Q4_K_M GGUF files to maximize the VRAM / RAM efficiency without degrading the smarts too heavily.
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The Cognitive Engine
1. Memory and State
2. Tool Usage