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pro vyhledávání: '"Singhvi, Arnav"'
Autor:
Singhvi, Arnav, Shetty, Manish, Tan, Shangyin, Potts, Christopher, Sen, Koushik, Zaharia, Matei, Khattab, Omar
Chaining language model (LM) calls as composable modules is fueling a new way of programming, but ensuring LMs adhere to important constraints requires heuristic "prompt engineering". We introduce LM Assertions, a programming construct for expressing
Externí odkaz:
http://arxiv.org/abs/2312.13382
Autor:
Khattab, Omar, Singhvi, Arnav, Maheshwari, Paridhi, Zhang, Zhiyuan, Santhanam, Keshav, Vardhamanan, Sri, Haq, Saiful, Sharma, Ashutosh, Joshi, Thomas T., Moazam, Hanna, Miller, Heather, Zaharia, Matei, Potts, Christopher
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.
Externí odkaz:
http://arxiv.org/abs/2310.03714