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#benchmark-controversy

2 articles found

Kimi K2.5: The 1T Parameter ‘Open’ Model That Requires a Data Center in Your Basement
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Kimi K2.5: The 1T Parameter ‘Open’ Model That Requires a Data Center in Your Basement

Moonshot AI’s latest 1T-parameter hybrid reasoning model achieves SOTA in coding and multimodal tasks, but its 247GB minimum requirement and controversial benchmark claims spark debate about what ‘open’ and ‘accessible’ really mean in the age of giant models.

#benchmark-controversy#kimi-k25#mixture-of-experts...
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IQuest-Coder-V1’s 81% SWE-Bench Claim: A 40B Model That Punches Above Its Weight, or Just Benchmark Boxing?
benchmark-controversy

IQuest-Coder-V1’s 81% SWE-Bench Claim: A 40B Model That Punches Above Its Weight, or Just Benchmark Boxing?

A new 40B-parameter dense coding model claims state-of-the-art results on SWE-Bench and LiveCodeBench, reigniting debates about benchmark validity and open-source AI competitiveness.

#benchmark-controversy#coding-llms#model-evaluation...
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