Optimized Layer Merging (OLM) Is a transformer optimization framework implementing automated layer recombination. Olm create Frankenstein’s monster out of language models by cherry-picking the best performing layers across different models to create a superior hybrid. The core mechanism: — Takes multiple language models as input — Uses a base model as the foundation — Iteratively replaces individual layers, evaluating performance on specified datasets — Keeps the best performing layer at each position based on metrics like perplexity, exact match, and a custom «quality» score — Builds a fusion model layer-by-layer while maintaining or improving performance
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Генерация текста
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Задача: Генерация текста
Автор: jeffmeloy
Теги: qwen2, text-generation-inference, conversational, en, endpoints_compatible
Лайков: 3 | Загрузок: 35
Описание основано на материалах HuggingFace. Перевод выполнен автоматически.
