A new study shows cross‑entropy loss follows a power‑law: larger base models lower the baseline and each added expert cuts loss by ~1/k, indicating diminishing returns. Read more: https://getnews.me/scaling-laws-reveal-how-adding-experts-improves-large-language-models/ #scalinglaws #expertmodels
October 3, 2025 at 11:28 AM
A new study shows cross‑entropy loss follows a power‑law: larger base models lower the baseline and each added expert cuts loss by ~1/k, indicating diminishing returns. Read more: https://getnews.me/scaling-laws-reveal-how-adding-experts-improves-large-language-models/ #scalinglaws #expertmodels
🔥🤖📈Combining Large Models Unlocks New Levels Of Performance In AI Research www.azoai.com/news/2024101... #AIresearch #modelmerging #scalability #generalization #largemodels #expertmodels #zeroshot #instructiontuning #multitasktraining
Combining Large Models Unlocks New Levels Of Performance In AI Research
Researchers explored large-scale model merging, showing that combining large instruction-tuned models improves performance and generalization across various tasks, even surpassing multitask-trained mo...
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October 14, 2024 at 5:29 AM
🔥🤖📈Combining Large Models Unlocks New Levels Of Performance In AI Research www.azoai.com/news/2024101... #AIresearch #modelmerging #scalability #generalization #largemodels #expertmodels #zeroshot #instructiontuning #multitasktraining