Tag: RoPE

Rotary Position Embeddings (RoPE): Fordeler og Ulemper i Store Språkmodeller

Rotary Position Embeddings (RoPE): Fordeler og Ulemper i Store Språkmodeller

Oppdag hvorfor Rotary Position Embeddings (RoPE) har erstattet tradisjonelle metoder i store språkmodeller. Vi ser på fordelene med lengre kontekst, men også ulempene.
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Sinusoidal vs Learned Positional Encoding: Transformer Design for LLMs

Sinusoidal vs Learned Positional Encoding: Transformer Design for LLMs

A practical guide to positional encoding in Transformers, comparing sinusoidal and learned methods against modern standards like RoPE and ALiLi for large language models.
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