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Running Gemma 4 26B at 5 tokens/sec on a 13-year-old Xeon with no GPU

This article demonstrates running the large Gemma 4 26B model on legacy CPU hardware without a GPU, achieving 5 tokens per second. It highlights advanced CPU optimization techniques that make large language models accessible on older, non-specialized infrastructure.

Background

Large Language Models typically require expensive GPUs for inference, making them inaccessible for users with limited hardware resources. This trend reflects a growing interest in efficient, hardware-agnostic deployment methods for AI models.

Source
Hacker News (RSS)
Published
Jul 15, 2026 at 11:34 PM
Score
6.0 / 10