ChatGPTの現状理解と今月のLLM情報

Transcript

1. 4BUPTIJ
   ,VNF
   !TLVNF $IBU(15ͷݱঢ়ཧղͱ
   ࠓ݄ͷ--.৘ใ #JP1BDLBUIPO
   
   
    +6/

2. ࠓ೔ͷ࿩୊ఏڙ 
   $IBU(15ͷݱঢ়ཧղ
   
   લճͷৼΓฦΓ
   
   $IBU(51ք۾ͷϲ݄ؒͷΞοϓσʔτ
   
   --.ք۾ͷ࿩୊ఏڙ
   ࡶଟ

3. DIBU(15
   PS
   --.
   ͸࢖ͬͯ·͔͢ʁʁ

4. લճͷৼΓฦΓ $IBU(15ͱ͸ʁ
   ✦
   $IBU
   (FOFSBUJWF
   1SFUSBJOFE
   5SBOTGPSNFS
   (15 ͷུ
   ✦
   0QFO"*͕ࣾ೥݄ʹެ։ͨ͠"*νϟοτϘοτɻ
   ✦ʮDIBU(15ʯ͸(15ͷνϟοτػೳΛࢦ͢ɻ
   ✦
   ୯ʹʮ(15ʯͱݴ͏ͱɺϞσϧࣗମ͋Δ͍͸ଞͷػೳ΋ࢦ͢ɻ
   ✦ݱࡏͷ࠷৽൛
   (15
   ೥݄೔

   
   ɺ$IBU(15
   .BZ
   
   7FSTJPO ✦େن໛ݴޠϞσϧʢ--.
   -BSHF
   -BOHVBHF
   .PEFMʣͷͭ
   ✦
   େྔͷςΩετΛֶशͨ͠"*Ϟσϧɻ
   ✦
   ςΩετੜ੒աఔͰɺ࣍ʹདྷΔ୯ޠΛߴ֬཰Ͱ༧ଌͰ͖Δɻ
   ✦
   ݁Ռͱͯ͠ɺਓ͕ؒࣗવʹײ͡ΔจষΛੜ੒Ͱ͖Δ"*Ϟσϧɻ ✦(15ɾ--.ͰԿ͕มΘͬͨ͜ͱɻɻɻ
   ✦
   ίϯϐϡʔλݴޠΛհͣ͞ʹɺࣗવݴޠΛϓϩϯϓτ ࢦࣔจ ͱͯ͠ɺ"*ɾܭࢉػʹ໋ྩͰ͖ΔΑ͏ʹͳͬͨɻ

5. $IBU(15ͷ࣮ߦ؀ڥ
   6*ฤ IUUQTDIBUPQFOBJDPN NPEFMHQU ຊ୊Λ࿩͢લʹɺॳΊͯͷํ޲͚ʹ$IBU(15ͷ࣮ԋಈըΛʜ

6. $IBU(15ͷ࣮ߦ؀ڥ
   6*ฤ ຊ୊Λ࿩͢લʹɺॳΊͯͷํ޲͚ʹ$IBU(15ͷ࣮ԋಈըΛʜ

7. $IBU(51ք۾ͷ
   ϲ݄ؒͷΞοϓσʔτ ɾJ04൛$IBU(15ΞϓϦ͕ϦϦʔε
   ɾЌ൛
   GFBUVSFTػೳ͕࣮૷
   ɾ΢Σϒݕࡧػೳͷ࣮૷
   ɾ1MVHJOT͕࢖͑Δ

8. J04൛$IBU(15ΞϓϦ͕ϦϦʔε IUUQTPQFOBJDPNCMPH JOUSPEVDJOHUIFDIBUHQUBQQGPSJPT ِΞϓϦ͕ଟ਺ϦϦʔε͞Ε ͍ͯΔͨΊɺඞͣެ͔ࣜΒ "QQ
   TUPSFʹඈ΅͏ɻ

9. IUUQTPQFOBJDPNXBJUMJTUHQUBQJ
   IUUQTPQFOBJDPNXBJUMJTUQMVHJOT (15
   "1*
   
   $IBU(15
   QMVHJOT
   ͷར༻͸ॱ൪଴ͪ

10. Ќ൛ͰɺQMVHJOػೳ͕࢖͑ΔΑ͏ʹ 
    ϩάΠϯ
    
    4FUUJOHT 
    #FUB
    GFBUVSFT 
    (15࣌ʹ
    બ୒Մೳʹ

    ˞
    ར༻ʹ͸0QFO"*
    αϒεΫඞཁ

11. #SPXTJOHͰ࠷৽ͷ΢Σϒ৘ใΛऔಘ ※ ͢΂ͯͷ΢Σϒ৘ใʹ͸ΞΫηεͰ͖ͣɺ಺෦ج४ͰɺΞΫηεՄೳͳ΢ΣϒαΠτʹ੍ݶ͕͋Δ ※ Webϒϥ΢δϯά͸ϓϥάΠϯͷʮWebPilotʯ͕༏ल͔΋ɻ ※ Codex: GPT-3ͷೖྗ΋͘͠͸ग़ྗ͕ϓϩάϥϛϯάίʔυͰ͋Δ෦෼ΛऔΓग़ͨ͠code extension model

12. (PPHMF
    #BSEͰ΋΢Σϒ৘ใ͸࢖͑Δ IUUQTCBSEHPPHMFDPN

13. ΢Σϒݕࡧػೳͷൺֱʹ͍ͭͯ ॲཧ଎౓ ςΩετͷ
    ੜ੒ਫ਼౓ DIBU(15
    
    (15 ❌ʙ˛ ˕
    ʢ௕จੜ੒ʣ (PPHMF
    #BSE ˓

    ˓ #JOH
    "*
    $IBU ˓ ˓

14. 1MVHJO
    TUPSFͰ
    ͍ۙ1MVHJOT͕ެ։
    ݱࡏ

15. 1PQVMBS
    
    1MVHJOT

16. 1SPNQU
    1FSGFDU ϓϩϯϓτʹ
    QFSGFDU ͱ௥ه ࣮ߦલʹɺ
    ϓϩϯϓτͷमਖ਼͕ೖΔ

17. 8PMGSBN WolfranͰ༷ʑͳλεΫΛ࣮ߦՄೳ 1. ਺ֶతͳܭࢉ: ୅਺తͳܭࢉɺඍ෼ɺੵ ෼ɺߦྻͷૢ࡞ɺ౷ܭతͳܭࢉͳͲ 2. ෺ཧɺԽֶɺੜ෺ֶͳͲͷՊֶతͳ໰͍ ߹Θͤ: ෺ཧఆ਺ͷ஋ɺԽֶతͳ൓Ԡɺ

    ੜ෺ֶతͳσʔλͳͲɺՊֶతͳ৘ใΛ ఏڙ 3. ஍ཧతͳ৘ใ 4. ೔෇ͱ࣌ؒͷܭࢉ 5. ϓϩοτͱάϥϑͷ࡞੒ 6. WolframݴޠͷίʔυͷධՁ 7. ࣗવݴޠͷΫΤϦͷղऍ:

18. લճͷৼΓฦΓ
    $IBU(15͕ۤखͳ͜ͱ

19. $IBU(15͕ۤखͳ͜ͱ - Ϟσϧͷֶशσʔλ͕2021೥·Ͱ - هࣄʹͳ͍ͬͯͳ͍৘ใʢձһαΠτɺ஍Ҭωλ etcʣʹऑ͍

20. ࠓޙɺ$IBU(15
    QMVHJOTͰͷରԠʹظ଴ ࣌ʹ͸ฉ͖ฦ͢͜ͱ΋େ੾ $IBU(15͕ۤखͳ͜ͱ - Ϟσϧͷֶशσʔλ͕2021೥·Ͱ - هࣄʹͳ͍ͬͯͳ͍৘ใʢձһαΠτɺ஍Ҭωλ etcʣʹऑ͍

21. ೔ຊॳͷDIBU(15
    QMVHJO
    ৯΂ϩά IUUQTUFDICMPHUBCFMPHDPNFOUSZ fi STUDIBMMFOHFUBCFMPHDIBUHQUQMVHJOEFWMFPQNFOU

22. ೔ຊॳͷDIBU(15
    QMVHJO
    ৯΂ϩά IUUQTUFDICMPHUBCFMPHDPNFOUSZ fi STUDIBMMFOHFUBCFMPHDIBUHQUQMVHJOEFWMFPQNFOU  ࣗવݴޠ ϓϩϯϓτ ΛೖྗͰɺ (51ͰΫΤϦ࡞੒ KTPO

    
     %#ݕࡧ
     ݕࡧ݁Ռͷϝλσʔλͷऔಘ KTPO
     औಘ৘ใΛ΋ͱʹɺ(51Ͱจॻੜ੒

23. ࠓ೔ͷ࿩୊ఏڙ 
    $IBU(15ͷݱঢ়ཧղ
    
    લճͷৼΓฦΓ
    
    $IBU(51ք۾ͷϲ݄ؒͷΞοϓσʔτ
    
    --.ք۾ͷ࿩୊ఏڙ
    ࡶଟ

24. (15
    5FDIOJDBM
    3FQPSU IUUQTBSYJWPSHBCT ϓϨϓϦϯτͰςΫχΧϧϨϙʔτެ։ ӳޠΠϯϓοτͰͷੑೳ͕࠷΋ߴ͍ Ґ

25. ϓϩϯϓτΤϯδχΞϦϯά͸౰෼ྲྀߦΓͦ͏ɻɻɻ ϓϩϯϓτΤϯδχΞϦϯάͱ͸ʁ ɾݴޠϞσϧʢLMsʣΛޮ཰తʹ࢖༻͢ΔͨΊͷϓϩϯϓτΛ։ൃ͓ Αͼ࠷దԽ͢Δൺֱత৽ֶ͍͠໰෼໺ɻ ɾϓϩϯϓτΤϯδχΞϦϯάͷεΩϧΛ਎ʹ͚ͭΔ͜ͱͰɺେن໛ ݴޠϞσϧʢLLMsʣͷೳྗͱݶքΛΑΓཧղͰ͖Δɻ IUUQTHJUIVCDPNEBJSBJ1SPNQU&OHJOFFSJOH(VJEF
    ೔ຊޠ൛
    IUUQTXXXQSPNQUJOHHVJEFBJKQ
    ӳޠ൛
    IUUQTXXXQSPNQUJOHHVJEFBJ Prompt

    Engineering Guide: dair-ai͕ఏڙ͢ΔϓϩϯϓτΤϯδχΞϦϯάΛֶͿͨΊͷΨΠυɻ

26. .BHJD IUUQTNBHJDEFWCMPHMUN ѻ͑ΔςΩετͷ௕͞ GPT3.5: ࠷େ4097 τʔΫϯ GPT4: 32,768 τʔΫϯʢ2ສ5000ޠʣ LTM-1:

    ϓϩάϥϛϯ άʹಛԽͨ͠LLM

27. .BHJD https://www.youtube.com/watch?v=E0YFFhBt8-Y&t=18s

28. ·ͱΊ ɾ $IBU(15ʹ͍ͭͯͷલճͷৼΓฦΓ
    ɾ ք۾ͷ໿ϲ݄ؒͷΞοϓσʔτ