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foundation models

RAG vs Finetuning — Which Is the Best Tool to Boost Your LLM Application?

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As the wave of interest in Large Language Models (LLMs) surges, many developers and organisations are busy building applications harnessing their power. However, when the pre-trained LLMs out of the box don’t perform as expected or hoped, the question on how to improve the performance of the LLM application. And eventually we get to the point of where we ask ourselves: Should … [Read more...] about RAG vs Finetuning — Which Is the Best Tool to Boost Your LLM Application?

Award-Winning Breakthroughs at NeurIPS 2023: A Focus on Language Model Innovations

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Generated with Midjourney The NeurIPS 2023 conference showcased a range of significant advancements in AI, with a particular focus on large language models (LLMs), reflecting current trends in AI research. This year, the award committees recognized excellence in the field by granting two Outstanding Papers Awards and two Runner-up Awards. These awards highlight the latest … [Read more...] about Award-Winning Breakthroughs at NeurIPS 2023: A Focus on Language Model Innovations