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Foundation Models を 活用するための Tips
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RioFujimon
October 02, 2025
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Foundation Models を 活用するための Tips
2025/10/02 に実施された extension DC {} day2 で発表したスライドです。
RioFujimon
October 02, 2025
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Transcript
Foundation Models Λ ׆༻͢ΔͨΊͷ Tips 2025/10/02 #extension DC {} ౻
ᣦੜʢRio Fujimonʣ
ࣗݾհ • ໊લɿ౻ ᣦੜʢRio Fujimonʣ • ɹɿ@RioFujimon • ॴଐɿEight Engineering
Unit ɹɹɹMobile Application άϧʔϓ • ୲ɿ໊ΞϓϦ Eight ͷ iOS ൛Λ։ൃ • झຯɿϥϯχϯά🏃, ϓϩٿ؍ઓ ⚾, etc
ग़యɿApple ެࣜαΠτʢhttps://developer.apple.com/jp/machine-learning/ʣ
ग़యɿiOSDC2025ެࣜαΠτʢhttps://iosdc.jp/2025/assets/img/header__logo.svgʣ
ग़యɿiOSDC2025ެࣜαΠτʢhttps://iosdc.jp/2025/assets/img/header__logo.svgʣ ඇৗʹΓ্͕ͬͨ3ؒͰͨ͠Ͷ 🎉
ग़యɿiOSDC2025ެࣜαΠτʢhttps://iosdc.jp/2025/assets/img/header__logo.svgʣ ֤ηογϣϯͲΕඇৗʹษڧʹͳΓ·ͨ͠📚
ग़యɿiOSDC2025ެࣜαΠτʢhttps://iosdc.jp/2025/assets/img/header__logo.svgʣ iOSDC ऴྃ͠·͕ͨ͠ɺ ະࢹௌͷηογϣϯ͍ͬͯΔͱࢥ͏ͷͰɺ ΩϟονΞοϓͷΓ͕͍͕͋Γ·͢Ͷ 💪
Foundation Models ͷ؆୯ͳ෮श • Foundation Models ͱʁ • ΦϯσόΠεͷେنݴޠϞσϧʢLocal LLMʣ
• ϝϦοτ • ΦϑϥΠϯͰಈ࡞͢Δ • ϓϥΠόγʔΛશอޢ͢Δ • OS ʹΈࠐ·Ε͍ͯΔͨΊɺΞϓϦαΠζ͕૿Ճ͠ͳ͍ • ܕ҆શͳߏԽσʔλ͕ੜͰ͖Δ • σϝϦοτ • Server Scale ͷ LLM ΑΓੑೳ͕͍ • ಘҙͳ͜ͱ • ཁɾྨɾநग़ • ۤखͳ͜ͱ • ߴͳਪɾ࠷৽ͷࣝɾେنܭࢉ → Server Scale ͷ LLM ʹͤΔ
None
None
͔͜͜Β͕ຊͰ͢🔥
ग़యɿSansanTechʢhttps://speakerdeck.com/sansantech/20250806-1ʣ
Foundation Models × Apple ඪ४ͷ API Ͱɺ ΦϯσόΠεͰՄೳͳ࣮ͷ෯͕͕Δ 🔍 ൃදͷதͰ্هͷΑ͏ʹ·ͱΊ·ͨ͠
Foundation Models ͷ API ͕ެ։͔ͨ͠ΓͰɺ ࣮ྫɾ׆༻ࣄྫগͳ͍ͷ͕ݱঢ়
ຊςʔϚ • Foundation Models Λ׆༻͖͢໘ͱɺద͞ͳ͍໘ • ϓϩϯϓτΛӡ༻ɾվળ͘͢͢͠ΔͨΊͷ • Ϩεϙϯεੜ͔ΒϢʔβʔϑΟʔυόοΫ·Ͱͷ࣌ؒΛॖͤ͞Δ αϯϓϧΞϓϦͷػೳΛ׆༻͠ͳ͕ΒҎԼΛߟ͢Δ
αϯϓϧΞϓϦͷػೳ༷ • ػೳ • ݕࡧϑΟʔϧυʹݕࡧจষΛೖΕͯݕࡧ͢Δ • ҎԼͷ߲Ͱ໊ݕࡧͰ͖Δ • ਓ໊ •
اۀ໊ • ෦ॺ • ৬ • ϝʔϧΞυϨε • ձࣾॅॴ • ి൪߸ • WebαΠτͷURL AI Λ׆༻໊ͨ͠ͷᐆດݕࡧ
1. Foundation Models Λར༻͢Δ෦ΛݟۃΊΔ
Foundation Models Λ׆༻ͨ͠ݕࡧͷྲྀΕ ϩʔΧϧDB App Ϣʔβʔ ݕࡧจΛೖྗ ݕࡧ݁ՌΛදࣔ ݕࡧ݅ύϥϝʔλΛੜ +
݅Ͱݕࡧ ݕࡧ݁ՌΛऔಘ Foundation Models ར༻
@Generable ͱ @Guide Ͱɺ ݕࡧ݅ͷύϥϝʔλΛੜ͢Δʁ 🤔
None
✋ શͯͷύϥϝʔλΛ Foundation Model Ͱ ੜ͢Δඞཁੑ͕͋Δ͔ߟ͑Δ
Foundation ͷ API ͰऔಘՄೳ ʢྫʣ - NSDataDetector - NSTextCheckingResult.CheckingType ɹ-
phoneNumberʢి൪߸ʣ ɹ- linkʢϝʔϧΞυϨεɾϗʔϜϖʔδURLʣ ɹ- addressʢॅॴʣ
💡 Foundation Models Ҏ֎ͷ API Ͱ औಘՄೳͳɺผ API ʹͤΔ
Foundation Models Λ׆༻໊ͨ͠ݕࡧͷྲྀΕ ϩʔΧϧDB App Ϣʔβʔ ݕࡧจΛೖྗ ݕࡧ݁ՌΛදࣔ ݕࡧ݅ύϥϝʔλΛੜ +
݅Ͱݕࡧ ݕࡧ݁ՌΛऔಘ Foundation Models + NSDataDetectorʢNSTextCheckingResult.CheckingTypeʣ
2. ϓϩϯϓτΛӡ༻ɾվળ͘͢͢͠Δ
None
ਓ໊ ձ໊ࣾ ෦ॺ ৬ ʲ՝ʳ - Generable ܕͷ@Guide Λ༩ͨ͠ϓϩύςΟ͕ ૿Ճ͢Δͨͼʹɺϓϩϯϓτͷमਖ਼͕ඞཁ
- ࢦࣔېࢭࣄ߲ͳͲ͕ڝ߹͢ΔՄೳੑ͕͋Δ - ϓϩϯϓτ͕͘ͳΔ΄ͲՄಡੑ͕Լ͢Δ
💡 ෳͷϓϩϯϓτʹׂͯ͠ɺ @GenrableΛ༩ͨ͠ܕΛੜ͢Δ
ਓ໊Λநग़ͨ͠ @Generable Λ༩ͨ͠ܕ ਓ໊Λநग़͢Δϓϩϯϓτ
ձ໊ࣾΛநग़ͨ͠ @Generable Λ༩ͨ͠ܕ ձ໊ࣾΛநग़͢Δϓϩϯϓτ
෦ॺ໊Λநग़ͨ͠ @Generable Λ༩ͨ͠ܕ ෦ॺ໊Λநग़͢Δϓϩϯϓτ
৬໊Λநग़ͨ͠ @Generable Λ༩ͨ͠ܕ ৬໊Λநग़͢Δϓϩϯϓτ
3. Ϩεϙϯεੜ͔Β ϢʔβʔϑΟʔυόοΫ·Ͱͷ࣌ؒΛॖͤ͞Δ
💡ϨεϙϯεੜΛฒྻʹ࣮ࢪ͢Δ
None
Foundation Models ͷੜ݁Ռ 🔨
- ਓ໊ɿ❌ - ձ໊ࣾɿ✅ - ෦ॺɿ✅ - ৬ɿ❌
- ਓ໊ɿ✅ - ձ໊ࣾɿ✅ - ෦ॺɿ✅ - ৬ɿ❌
ݻ༗໊ࢺʢਓ໊ɾ৬໊ɾetcʣͷ ਪɾநग़ʹऑ͍ 😅
ΞϓϦ্Ͱར༻͢Δ߹Λߟ͑ͯΈΔ 🤔
ΞϓϦʹΈࠐΉ߹ͷߟྀ • ʢݱঢ়ͰʣFoundation Models Ͱɺੜ ͨ݁͠ՌΛར༻͢Δ߹ɺ݅ʹར༻ ͢Δ߹ɺ݅Λ؇ΊΔඞཁ͕͋Δɻ • ݫີ݅ʢཧੵʣɺ͍͠ ❌
• ؇݅ʢཧ, ෦ҰகʣͰར༻ ✅
ੜ݁Ռͷਖ਼͔Βߟ͑Δͱɺ ͏গ͠ਫ਼্͕͢Δͱ͑ͦ͏🤩
ࠓޙͷਫ਼্ʹظ͠·͠ΐ͏ 💪
Thank you for listening !!