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LLM Science Examにおけるデータ戦略まとめ
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someya takashi
November 08, 2023
Programming
2
690
LLM Science Examにおけるデータ戦略まとめ
第4回 Data-Centric AI勉強会 -コンペLT大会- 発表資料
someya takashi
November 08, 2023
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Transcript
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ίϯϖιϦϡʔγϣϯུ֓ ΤϯδχΞϦϯά σʔλ wXJLJQFEJBUFYUEVNQ wֶशɾධՁ༻σʔλੜ wσʔλΫϨϯδϯά wΫϥελϦϯά ݕࡧ wจষຒΊࠐΈ
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OE SE UIͷνʔϜ͕༻ ݕࡧͷ
σʔλઓུ 8JLJQFEJBจষͷલॲཧ w ɺࣜͷదͳύʔε ͘༻͍ΒΕ͍ͯΔXJLJQFEJBQBSTFS XJLJFYUSBDUPSͳͲ Պֶܥͷهࣄʹଟ͍දݱࣜΛదʹύʔεͰ͖ͳ͍ ্ҐνʔϜ͜ͷ͜ͱ͕ݕࡧੑೳɺϞσϧͷਪੑೳΛ੍ݶ͍ͯ͠Δ͜ͱʹؾ͖ͮɺಠࣗͷલॲཧΛΈࠐΜͩΦϦδφϧ
σʔληοτΛ࡞͍ͯͨ͠ ΫϥελϦϯά 8JLJQFEJBͷશମͰͳ͘ՊֶܥͷهࣄͰΫϥελϦϯάͨ͠αϒηοτΛ༻͍Δ 1SPT ՊֶܥҎ֎ͷؔ࿈ͷͳ͍هࣄΛ͋Β͔͡Ίআ֎Ͱ͖Δɺݕࡧର͕গͳ͍ͷͰݕࡧϓϩηε͕ߴԽ͢Δ $POT ςετσʔλʹؔ࿈͢ΔจষΛͯ͢ΧόʔͰ͖͍ͯͳ͍Մೳੑ͕͋Δ {{val|0.782343|u=MeV}} -VBεΫϦϓτͰຒΊࠐ·Εͨ ΛదʹલॲཧͰ͖ͳ͍
·ͱΊ w ϞσϧͷਪύϑΥʔϚϯε্ʹೖྗ͢Δσʔλͷ࣭͕େ σʔλࣗମͷ࣭վળͱؔ࿈͢ΔจষΛਫ਼ྑ͘ݕࡧ͢Δ͜ͱ্͕ҐೖͷϙΠϯτͩͬͨ w ্ҐͷνʔϜ΄ͲΤϥʔੳΛపఈ͍ͯ͠Δɻެ։σʔληοτͷ՝Λݟ͚ͭಠࣗͷΫϦʔ χϯάख๏Λ༻͍ΔͳͲ࣭ͷߴ͍σʔληοτ࡞ʹ࣌ؒΛ͔͚͍ͯͨ ʢࢀߟʣ
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