Unverified50% confidenceFactExact time
On an Intel i5-9500, the Qwen2.5-7B-Instruct model reads at about 8 tokens per second, and reading the prompt accounts for about 90% of the time of each model call.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/16/2026
First Seen
Valid until: 1/14/2027
Sources
Related Entities
Related Claims
UnverifiedAnatomy's SKILL.md is 31,600 bytes, plus about 300KB of nine reference guides loaded on demand at runtime; the injected prompt is about 7,700 input tokens, which takes 45 to 70 seconds to read on CPU, with generation speed of about 4 to 5.5 tokens per second.72% similarVerifiedFor the 4-bit quantized version of a 7B parameter model, at least 8GB of memory and a modern multi-core CPU are typically required for smooth operation, with inference speeds of approximately 10–30 tokens per second70% similar
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