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DSPy: Transforming Language Model Calls into Smart Pipelines // Omar Khattab // MLOps Podcast #194
Dec. 5, 2023, 1 p.m. | MLOps.community
MLOps.community www.youtube.com
// Abstract
The ML community is rapidly exploring techniques for prompting language models (LMs) and for stacking them into pipelines that solve complex tasks. Unfortunately, existing LM pipelines are typically implemented using hard-coded "prompt templates", i.e. lengthy strings discovered via trial and error. Toward a more systematic approach for developing and optimizing LM pipelines, we introduce …
abstract apple bio dspy language language model mlops phd pipelines podcast smart stanford
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