Sources checked
Active experts change compute, not total storage
The report describes a large total parameter count with a smaller active portion during inference. Active compute and the memory needed to hold the model are different requirements. A small active count does not make the full checkpoint small enough for any laptop.
Why the endpoint and checkpoint must be identified
A hosted service may modify prompts, precision, or serving settings. Compare the exact checkpoint and endpoint, rather than treating every service with DeepSeek in its name as equivalent.
What to remember
Measure memory and completed-task cost.
Sources & further reading
How this story was made
Written by Kristian Kostov with AI assistance and checked against the linked sources. Company performance claims are attributed to the company. Analysis reflects AiLookout’s interpretation; we have not independently tested the products discussed. Cover photography is illustrative and does not depict the specific announcement or product.
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