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240807 Bio"Pack"athon 2024 #8 Replicate API とその...

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240807 Bio"Pack"athon 2024 #8 Replicate API とその使い方

240807 Bio"Pack"athon 2024 #8
Replicate API とその使い方
~ replicate cli によるマルチAIモデルの実行 ~

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skume

August 07, 2024
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Transcript

  1. !TLVNF 3FQMJDBUF"1*ͱͦͷ࢖͍ํ ʙ SFQMJDBUFDMJʹΑΔϚϧν"*Ϟσϧͷ࣮ߦ ʙ  #JP1BDLBUIPO 

  2. ࠓ೔ͷςʔϚ͸ʁ •3FQMJDBUFʹ͍ͭͯ֓ཁ •3FQMJDBUFͷ࢖͍ํ  ΢Σϒ൛ •3FQMJDBUF"1*ͷઃఆํ๏ •3FQMJDBUFDMJͰͷ࣮ߦํ๏

  3. 3FQMJDBUFͱ͸ʁ τϨʔχϯά͞Εͨ"*Ϟσϧ Λ؆୯ʹσϓϩΠ͠ɺ8FC "1*ͱͯ͠ఏڙɾڞ༗Ͱ͖Δ ϓϥοτϑΥʔϜ IUUQTSFQMJDBUFDPN ଟ͘ͷΦʔϓϯιʔε"*ϞσϧΛूΊ͓ͯΓɺ ؆୯ʹ"1*ܦ༝Ͱ࣮ߦͰ͖ΔαʔϏε΋ఏڙ ొ࿥Ϟσϧ਺͸਺ઍҎ্ͱ΋ɻ

  4. --.ɾ%-NPEFMΛ"1*࣮ߦ͢Δ ϝϦοτɾσϝϦοτ ʢϝϦοτʣ • ϩʔΧϧͷܭࢉϦιʔεʹґଘ͠ͳ͍ʢϩʔΧϧ؀ڥΛ࠷খԽɾ εέʔϧΞοϓ͕༰қʣɻ • ಉ࣌ʹෳ਺ͷϞσϧʹ΋ΞΫηεɾ࣮ߦ͕Ͱ͖Δɻ • ϚϧνϓϥοτϑΥʔϜ͔Βͷར༻Մೳɻ

    ʢσϝϦοτʣ • ֎෦ϦιʔεɾଞऀͷϥΠϑαΠΫϧʹґଘɻ • ϕʔεϞσϧͷҧ͍ʹΑͬͯɺฦΓ஋͕ҟͳΔՄೳੑ༗Γɻ • ϓϩϯϓτ΍Πϯϓοτσʔλ͕֎෦αʔόʔʹग़Δɻ • ༗ྉɾ՝੍ۚʢ<3FQMJDBUF1MBZHSPVOE>ແྉͷܭࢉ࣌ؒ͸෼ʣ

  5. ࠓ೔ͷςʔϚ͸ʁ •3FQMJDBUFʹ͍ͭͯ֓ཁ •3FQMJDBUFͷ࢖͍ํ  ΢Σϒ൛ •3FQMJDBUF"1*ͷઃఆํ๏ •3FQMJDBUFDMJͰͷ࣮ߦํ๏

  6. IUUQTSFQMJDBUFDPNNFUBNFUBMMBNBCJOTUSVDU 3FQMJDBUFͷϞσϧϖʔδ ʢྫNFUBMMBNBCJOTUSVDUʣ 1MBZHSPVOEͷλϒͰ͸ɺ 'PSNJOQVUͰ࣮ߦՄೳ "1*ͷλϒͰ͸ɺ /PEFKT 1ZUIPO )551 $VSM

    Ͱͷ࣮ߦྫΛ֬ೝՄೳ

  7. 3FQMJDBUF1MBZHSPVOEͷσϞ IUUQTXXXZP VUVCFDPNXBU DI WB3 X"C@#O

  8. ࠓ೔ͷςʔϚ͸ʁ •3FQMJDBUFʹ͍ͭͯ֓ཁ •3FQMJDBUFͷ࢖͍ํ  ΢Σϒ൛ •3FQMJDBUF"1*ͷઃఆํ๏ •3FQMJDBUFDMJͰͷ࣮ߦํ๏

  9. 3FQMJDBUFͷΞΧ΢ϯτొ࿥  4JHOJOΛΫϦοΫ (JU)VCͱͷ࿈ܞ˞ ˞(JU)VCΞΧ΢ϯτ͸ඞਢ ϝΞυొ࿥ͱ2"Λ͜ͳ͢D "DDPVOUTFUUJOHʹೖΔ

  10. 3FQMJDBUFͷΞΧ΢ϯτొ࿥  &NBJMBEESFTTͷొ࿥ɾ֬ೝ "1*Ωʔ ͷઃఆ #JMMJOHͷઃఆ ઃఆ׬ྃ

  11. ࠓ೔ͷςʔϚ͸ʁ •3FQMJDBUFʹ͍ͭͯ֓ཁ •3FQMJDBUFͷ࢖͍ํ  ΢Σϒ൛ •3FQMJDBUF"1*ͷઃఆํ๏ •3FQMJDBUFDMJͰͷ࣮ߦํ๏

  12. SFQMJDBUFDMJʹ͍ͭͯ IUUQTHJUIVCDPNSFQMJDBUFDMJ ࠓճ͸ɺ3FQMJDBUFެࣜͷDMJΛ࢖༻͠·͢ɻ

  13. ΋͠1ZUIPO-BOH$IBJOͰ࢖͏৔߹ ʹ͸ IUUQTQZUIPOMBOHDIBJODPNWEPDTJOUFHSBUJPOTMMNTSFQMJDBUF

  14. SFQMJDBUFDMJͷΠϯετʔϧ .BD049ͰͷΠϯετʔϧํ๏ ࣄલʹ)PNFCSFXઃఆ͍ͯͩ͘͠͞ɻ CSFXUBQSFQMJDBUFUBQ CSFXJOTUBMMSFQMJDBUF <0UIFS>ιʔεϑΝΠϧ͔ΒͷϏϧυͷ৔߹ (JU)VC͔Βμ΢ϯϩʔυޙʹ (PPSMBUFS NBLF TVEP

    NBLFJOTUBMM

  15. SFQMJDBUFDMJ্Ͱͷ"1*Ωʔͷઃఆ FYQPSU3&1-*$"5&@"1*@50,&/ZPVSUPLFOIFSF "DDPVOUͰ"1*Ωʔͱൃߦͯ͠ίϐʔɻ "1*ΩʔΛZPVSUPLFOIFSFͷͱ͜Ζʹϖʔετ λʔϛφϧͰ FYQPSUίϚϯυΛ࣮ߦ

  16. SFQMJDBUFDMJͷ6TBHF ͜ͷ͋ͨΓͷҾ਺ Λ࢖͍·͢ɻ

  17. Ϟσϧ໊ͷίϐʔ ʢྫʣ SFQMJDBUFSVONFUBNFUBMMBNBCJOTUSVDU TUSFBN= QSPNQUϑϥϯεͷट౎͸ʁͦͷಛ৭͸ʁ DMJ࣮ߦྫ   --B." "1*Ͱ

    ετϦʔϛϯάग़ྗ

  18. DMJ࣮ߦྫ   --B." "1*Ͱ ετϦʔϛϯάग़ྗ IUUQTXXXZPVUVCFDPN XBUDI W&F.613-W[$L

  19. DMJ࣮ߦྫ   TUBCJMJUZBJTEYM "1*Ͱը૾ੜ੒ ྫ SFQMJDBUFSVOTUBCJMJUZBJTEYM = QSPNQU"OBTUSPOBVUSJEJOHBSBJOCPX VOJDPSO

    DJOFNBUJD ESBNBUJD IUUQTSFQMJDBUFDPNTUBCJMJUZBJTEYM

  20. DMJ࣮ߦྫ   TUBCJMJUZBJTEYM "1*Ͱը૾ੜ੒ IUUQTZPVUVCFO( 2)J[[P)X

  21. ࠓ೔ͷςʔϚ •3FQMJDBUFʹ͍ͭͯ֓ཁ •3FQMJDBUFͷ࢖͍ํ  ΢Σϒ൛ •3FQMJDBUF"1*ͷઃఆํ๏ •3FQMJDBUFDMJͰͷ࣮ߦํ๏

  22. &OKPZ"*