May 15, 2024, 7:29 a.m. | Matthew Gunton

Towards Data Science - Medium

This blog post will go in detail about the Long RoPE Methodology used to expand the context lengths in LLMs without significant performance degradation

Image by Author — generated by Stable Diffusion 2.1

As the general public has begun using LLMs in their daily lives, one important problem arises when they have long-conversations. After a few dialogue turns, the LLM can appear to completely forget what was said before! Behind the scenes, each line of dialogue is fed into the …

ai author begun blog context conversations daily dialogue diffusion expand general generated llm llms long-rope machine learning methodology microsoft performance public rope stable diffusion understanding will

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