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pro vyhledávání: '"Perkowski, Ernest"'
Autor:
Perkowski, Ernest, Pan, Rui, Nguyen, Tuan Dung, Ting, Yuan-Sen, Kruk, Sandor, Zhang, Tong, O'Neill, Charlie, Jablonska, Maja, Sun, Zechang, Smith, Michael J., Liu, Huiling, Schawinski, Kevin, Iyer, Kartheik, UniverseTBD, Ioana Ciucă for
We explore the potential of enhancing LLM performance in astronomy-focused question-answering through targeted, continual pre-training. By employing a compact 7B-parameter LLaMA-2 model and focusing exclusively on a curated set of astronomy corpora -
Externí odkaz:
http://arxiv.org/abs/2401.01916
Autor:
Nguyen, Tuan Dung, Ting, Yuan-Sen, Ciucă, Ioana, O'Neill, Charlie, Sun, Ze-Chang, Jabłońska, Maja, Kruk, Sandor, Perkowski, Ernest, Miller, Jack, Li, Jason, Peek, Josh, Iyer, Kartheik, Różański, Tomasz, Khetarpal, Pranav, Zaman, Sharaf, Brodrick, David, Méndez, Sergio J. Rodríguez, Bui, Thang, Goodman, Alyssa, Accomazzi, Alberto, Naiman, Jill, Cranney, Jesse, Schawinski, Kevin, UniverseTBD
Large language models excel in many human-language tasks but often falter in highly specialized domains like scholarly astronomy. To bridge this gap, we introduce AstroLLaMA, a 7-billion-parameter model fine-tuned from LLaMA-2 using over 300,000 astr
Externí odkaz:
http://arxiv.org/abs/2309.06126