Unverified50% confidenceOpinionExact time
For beginner users, small models with 3B to 7B parameters (such as Qwen2.5-7B and Llama3.2-3B) offer the best cost-effectiveness as a starting point, and can run smoothly on an ordinary laptop with 8 GB of memory.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/19/2026
First Seen
Valid until: 12/18/2026
Sources
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