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Tag: scaling laws

4May

Thinking Tokens vs. Scaling Laws: How Test-Time Reasoning Changes LLM Performance in 2026

Posted by JAMIUL ISLAM — 0 Comments
Thinking Tokens vs. Scaling Laws: How Test-Time Reasoning Changes LLM Performance in 2026

Discover how 'Thinking Tokens' are breaking traditional AI scaling laws. Learn why test-time scaling boosts LLM reasoning accuracy by up to 7.8% without retraining, and whether the compute cost is worth it for your business.

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26Dec

Scaling Multilingual Large Language Models: How Data Balance and Coverage Drive Performance

Posted by JAMIUL ISLAM — 8 Comments
Scaling Multilingual Large Language Models: How Data Balance and Coverage Drive Performance

Discover how balancing training data across languages-not just adding more-dramatically improves multilingual LLM performance. Learn the science behind optimal sampling and why it's replacing outdated methods.

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