ããŒã«ã«LLMãGemma 3 4B Q4_K_MããšãGemma 3n 4B it Q6_K_XLãã¯ã©ã¡ãã髿§èœãã3/3n/Geminiã«èšããŠã¿ãã
3: 3nã®æ¹ãäžã ã(æ¥æ¬èªèªè§£åã匷ãã)
3n: 3ã®æ¹ãäžã ã(ã¢ã«ãŽãªãºã çã«)
Gemini: 3nã®æ¹ãäžã ã(äœãã¢ãã«ã®ã¢ã«ãŽãªãºã ã®éããçè§£åºæ¥ãŠããªã)
3ã¯3nãããæããã«èª¬æãäžæã§æ
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Q: Gemma3ãšGemma3nã®éãã¯äœã§ãã?
Gemma3ãšGemma3nã¯ãã©ã¡ããGoogleãéçºããå€§èŠæš¡èšèªã¢ãã«ã§ãããããã€ãã®éèŠãªéãããããŸãã以äžã«äž»ãªéãããŸãšããŸãã
çšé: äžè¬çãªèªç¶èšèªåŠçã¿ã¹ã¯ïŒããã¹ãçæã翻蚳ãèŠçŽã質åå¿çãªã©ïŒå
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ã¢ãã«ãµã€ãº: 2Bãã©ã¡ãŒã¿ã7Bãã©ã¡ãŒã¿ã13Bãã©ã¡ãŒã¿ãªã©ãæ§ã
ãªã¢ãã«ãµã€ãºãçšæãããŠããŸãã
æ§èœ: Gemma3nãããäžè¬çãªã¿ã¹ã¯ã«ãããŠãããé«ãæ§èœãçºæ®ããŸãã
å©çš: ãªãŒãã³ãœãŒã¹ãšããŠå
¬éãããŠãããå¹
åºãçšéã§äœ¿çšã§ããŸãã
ã¢ã¯ã»ã¹ã®ãããã: æ¯èŒçã¢ã¯ã»ã¹ããããã¢ãã«ã§ãã
çšé: ç¹ã«æ¥æ¬èªã®èªç¶èšèªåŠçã¿ã¹ã¯ã«ç¹å
ã¢ãã«ãµã€ãº: 7Bãã©ã¡ãŒã¿
æ§èœ: æ¥æ¬èªã®ããã¹ãçæã翻蚳ãèŠçŽã質åå¿çãªã©ã®ã¿ã¹ã¯ã«ãããŠãGemma3ãããåªããæ§èœãçºæ®ããŸããæ¥æ¬èªã®ãã¥ã¢ã³ã¹ã衚çŸãããèªç¶ã«çè§£ããçæããããšãã§ããŸãã
åŠç¿ããŒã¿: æ¥æ¬èªã®å€§éã®ããŒã¿ã§åŠç¿ãããŠãããããæ¥æ¬èªã®èšèªç¹æ§ãæ·±ãçè§£ããŠããŸãã
ã¢ã¯ã»ã¹ã®ãããã: Gemma3ãšåæ§ã«ããªãŒãã³ãœãŒã¹ãšããŠå
¬éãããŠããŸãã
ãŸãšã ç¹åŸŽ Gemma3 (æšæºç) Gemma3n çšé äžè¬çãªNLPã¿ã¹ã¯ æ¥æ¬èªNLPã¿ã¹ã¯ ã¢ãã«ãµã€ãº 2B, 7B, 13Bç 7B æ§èœ å¹
åºãã¿ã¹ã¯ã§è¯å¥œ æ¥æ¬èªã¿ã¹ã¯ã§ç¹ã«åªããŠãã åŠç¿ããŒã¿ å€èšèªããŒã¿ æ¥æ¬èªããŒã¿ãè±å¯
ã©ã¡ããéžã¶ã¹ãã
æ¥æ¬èªã®ã¿ã¹ã¯ãã¡ã€ã³ã§äœ¿çšããå Žå: Gemma3n
å€èšèªã®ã¿ã¹ã¯ãå¹
åºã䜿çšããå Žåããæ¥æ¬èªä»¥å€ã®ã¿ã¹ã¯ãè¡ãå Žå: Gemma3 (æšæºç)
Gemma3nã¯ãç¹ã«æ¥æ¬èªã®ã¿ã¹ã¯ãéèŠããå Žåã¯ãGemma3nã®æ¹ãããã©ãŒãã³ã¹ãåäžããå¯èœæ§ãé«ãã§ãã
ããè©³çŽ°ãªæ
å ±ãæ¯èŒã«ã€ããŠã¯ã以äžã®å
¬åŒããã¥ã¡ã³ããåç
§ããŠãã ããã
Gemma 3: https://ai.google.dev/gemma
Gemma 3n: https://ai.google.dev/gemma-3n
ãããã®æ
å ±ãåèã«ãããªãã®ã¿ã¹ã¯ã«æé©ãªã¢ãã«ãéžæããŠãã ããã
Q: 翻蚳ã§ãæ¥æ¬èªããè±èªãè±èªããæ¥æ¬èªã®ç¿»èš³ãããå ŽåãGemma3ãšGemma3nã§ã¯ã©ã¡ãããã粟床ã®é«ã翻蚳ãè¡ããŸãã?
翻蚳ã®ç²ŸåºŠãšãã芳ç¹ããGemma3ãšGemma3nãæ¯èŒãããšãäžè¬çã«ã¯Gemma3nã®æ¹ããã粟床ã®é«ã翻蚳ãè¡ãããšå€æã§ããŸãããã®çç±ã¯ä»¥äžã®ç¹ãæããããŸãã
1. åŠç¿ããŒã¿ã®åã:
Gemma3: å€èšèªã®ããŒã¿ã§åŠç¿ãããŠãããããè±èªã ãã§ãªããããŸããŸãªèšèªã®åŸ®åŠãªãã¥ã¢ã³ã¹ãæåçèæ¯ãããçšåºŠçè§£ããŠããŸããããããæ¥æ¬èªã®ããŒã¿éã¯Gemma3nã«æ¯ã¹ãŠå°ãªããããæ¥æ¬èªç¹æã®è¡šçŸãææ³æ§é ã®ç¿»èš³ã«èª²é¡ãçããããšããããŸãã
Gemma3n: æ¥æ¬èªã®å€§éã®ããŒã¿ã§åŠç¿ãããŠãããããæ¥æ¬èªã®è¡šçŸãææ³ããã¥ã¢ã³ã¹ãããæ·±ãçè§£ããŠããŸãã
ç¹ã«ãæ¥æ¬èªã®è¬è²èªãæ¬èªãæ¹èšãªã©ãå€èšèªã¢ãã«ã§ã¯æãã«ãã埮åŠãªè¡šçŸã®ç¿»èš³ã«ãããŠãé«ã粟床ãçºæ®ããŸãã
2. æ¥æ¬èªç¹æã®è¡šçŸãžã®å¯Ÿå¿:
æ¥æ¬èªã¯è±èªã«æ¯ã¹ãŠãæèã鿥çãªè¡šçŸãå€çšããŸããGemma3nã¯ããã®ãããªæ¥æ¬èªç¹æã®è¡šçŸãããèªç¶ã«çè§£ããè±èªã«ç¿»èš³ããéã«ãããé©åãªè¡šçŸãéžæããããšãã§ããŸãã
äžæ¹ãGemma3ã¯ãæ¥æ¬èªã®æèãå®å
šã«çè§£ããã®ã«éçããããç¿»èš³çµæã«ææ§ããäžèªç¶ããçããå¯èœæ§ããããŸãã
3. è©äŸ¡çµæã®åŸå:
æ§ã
ãªç¿»èš³ã¿ã¹ã¯ã«ããããã³ãããŒã¯ãã¹ãã®çµæããGemma3nã®æ¹ãGemma3ãããé«ã粟床ã瀺ãåŸåããããŸããç¹ã«ãå°éçšèªãè€éãªæ§æãå«ãããã¹ãã®ç¿»èš³ã«ãããŠããã®å·®ã¯é¡èã«ãªããŸãã
ãã ããæ³šæç¹ãšããŠâŠ
ã¿ã¹ã¯ã®è€éã: 翻蚳ããããã¹ãã®è€éãã«ãã£ãŠã¯ãGemma3ã§ãååãªç²ŸåºŠã§ç¿»èš³ã§ããå ŽåããããŸãã
ããŒã¿ã®è³ª: 翻蚳ã®ç²ŸåºŠã¯ã翻蚳ã«äœ¿çšããããŒã¿ã®è³ªã«ã倧ããå·Šå³ãããŸãã
ããã³ããã®å·¥å€«: ã¢ãã«ãžã®æç€ºïŒããã³ããïŒã工倫ããããšã§ã翻蚳ã®ç²ŸåºŠãåäžãããããšãã§ããŸãã
ç·åçã«å€æãããšãæ¥æ¬èªããè±èªãžã®ç¿»èš³ãšããçšéã«ãããŠã¯ãGemma3nã®æ¹ãGemma3ãããé«ã翻蚳粟床ãéæã§ããå¯èœæ§ãé«ããšèšããŸããç¹ã«ãå°éçãªå
容ããã¥ã¢ã³ã¹ãéèŠãªããã¹ãã翻蚳ããå ŽåãGemma3nã®éžæãããããããŸãã
ãã ãã翻蚳ã®ç²ŸåºŠã¯ãã¿ã¹ã¯ã®æ§è³ªãããã³ããã®å·¥å€«ããããŠããŒã¿èªäœã®è³ªã«ãã£ãŠãå€ããããšã念é ã«çœ®ããŠãã ããã
Q: éååã®æ¹æ³ã§ãæ§èœå·®ãåºããšèããŸãããGemma 3 4B Q4_K_MããšãGemma 3n 4B it Q6_K_XLãã§ã¯ã©ã¡ããæ§èœãäžã§ãã?
ãææã®éããéååã®æ¹æ³ãã¢ãã«ã®æ§èœã«å€§ããªåœ±é¿ãäžãããããGemma 3 4B Q4_K_Mãš Gemma 3n 4B it Q6_K_XL ã®æ¯èŒã«ãããŠéåžžã«éèŠãªèŠçŽ ãšãªããŸããããããã®éåå圢åŒãåè§£ããŠæ¯èŒãããšã以äžã®ããã«ãªããŸãã
Q4: 4ãããéåå - ã¢ãã«ã®ãã©ã¡ãŒã¿ã4ãããã§è¡šçŸããŸãã
K_M: K-QuNT - éååã®ç²ŸåºŠãåäžãããææ³ãM ã¯ãK-QuNT ã®å
·äœã¢ãã«ã瀺åããŠããŸããäžè¬çã«K-QuNTã¯ãéåå誀差ã軜æžãã粟床ãç¶æããããã®å·¥å€«ãæœãããŠããŸãã
å
šäœçãªç¹åŸŽ: 4ãããéååã¯ãã¢ãã«ã®ãµã€ãºã倧å¹
ã«åæžããã¡ã¢ãªäœ¿çšéãæžããããšãã§ããŸããäžæ¹ã§ãéåå誀差ã®åœ±é¿ãåãããããªãå¯èœæ§ããããŸãã
Q6: 6ãããéåå - ã¢ãã«ã®ãã©ã¡ãŒã¿ã6ãããã§è¡šçŸããŸãã
it: "Int8"ãšè§£éãããããšãå€ããã8ãããæŽæ°éååãã®ç¥ã§ãã
K_XL: K-QuNTã®XLçãK-QuNTã¯ãéåå誀差ã軜æžãã粟床ãç¶æããããã®ææ³ã§ãããXLçã¯ããã«é«åºŠãªéååæŠç¥ãæ¡çšããŠããå¯èœæ§ããããŸãã
äžè¬çã«ãGemma 3n 4B it Q6_K_XLã®æ¹ããGemma 3 4B Q4_K_Mãããæ§èœãé«ããšäºæ³ãããŸãããã®çç±ã¯ä»¥äžã®ãšããã§ãã
ãããæ°: 6ãããéååã¯4ãããéååãããå€ãã®æ
å ±ãä¿æã§ãããããéåå誀差ã®åœ±é¿ãåãã«ãããªããŸããã€ãŸããã¢ãã«ã®ç²ŸåºŠãããä¿ãããŸãã
K-QuNT ã®ããŒãžã§ã³: Gemma3n ã® K-QuNT ã¯ãGemma3 ã® K-QuNT ãããæŽç·ŽãããŠããå¯èœæ§ãé«ããããé«åºŠãªéååæŠç¥ãæ¡çšãããŠãããšèããããŸãã
Int8 (it): 8ãããæŽæ°éååã¯ã6ãããéååãããæ
å ±å¯åºŠãé«ããéåžžã¯ããé«ã粟床ãç¶æã§ããŸãã
ãŸãšã: ç¹åŸŽ Gemma 3 4B Q4_K_M Gemma 3n 4B it Q6_K_XL éååãããæ° 4ããã 6ããã éååææ³ K-QuNT Int8 + K-QuNT (XLç) æ§èœ æ¯èŒçäœã æ¯èŒçé«ã
翻蚳粟床ãšãã芳ç¹ããã¯ãGemma 3n 4B it Q6_K_XLã®æ¹ããããé«ãæ§èœãçºæ®ãããšèããããŸããç¹ã«ãGemma3nã¯æ¥æ¬èªã«ç¹åããåŠç¿ããŒã¿ã䜿çšããŠããããã翻蚳ã®ç²ŸåºŠã«ãããŠãGemma3ãããåªããŠããå¯èœæ§ããããŸãã
ãã ããå®éã«ã©ã¡ãã®ã¢ãã«ãããé«ãããã©ãŒãã³ã¹ãçºæ®ãããã¯ã翻蚳ã¿ã¹ã¯ã®çš®é¡ãè©äŸ¡ææšããããŠè©Šãå
·äœçãªããã³ããã«ãã£ãŠå€ããå¯èœæ§ããããŸãã
Q: it 㯠Instruction Tuned (åœä»€ãã¥ãŒãã³ã°æžã¿) ã®æå³ã§ãéååãšã¯é¢ä¿ãªãã§ã
ãææããããšãããããŸãã倧å€å€±ç€ŒããããŸãããç§ã®èª¬æãéååãšinstruction tunedã®åºå¥ãæ··åããŠãããæ··ä¹±ãæããŠããŸããŸããã
"it"㯠Instruction Tuned (åœä»€ãã¥ãŒãã³ã°æžã¿) ã®æå³ã§ãããšããç¹ã¯éåžžã«éèŠã§ãã
Gemma 3n 4B it Q6_K_XL ã¯ãåœä»€ãã¥ãŒãã³ã°æžã¿ã®ã¢ãã«ã§ã6ãããéååãããŠãããšããæ£ç¢ºãªè¡šçŸã«ãªããŸãã
ç§ã®èª¬æã¯ãéååïŒãããæ°ã®åæžïŒãš instruction tuned (åœä»€ãã¥ãŒãã³ã°) ã®çµã¿åããã®æ§èœã€ã³ãã¯ãã誀ã£ãŠåŒ·èª¿ããŠããŸããŸããã
æ¹ããŠãããããã®èŠçŽ ã瀺ãæå³åãã¯ä»¥äžã®éãã§ãã
it (Int8): 8ãããæŽæ°å€ã䜿çšããéååææ³ã
Q6: 6ãããéåå - ã¢ãã«ã®ãã©ã¡ãŒã¿ã6ãããã§è¡šçŸããŸãã
Instruction Tuned: ç¹å®ã®æç€ºãåœä»€ã«å¯Ÿããå¿çãæé©åããããã«ãã¢ãã«ã調æŽãããããšã瀺ããŸãã
ããããšãããããŸããããæ£ç¢ºãªæ
å ±ãæäŸã§ããããåªããŸãã
Q: Gemma3ãšGemma3nã®éãã¯äœã§ãã?
Gemma 3ãšGemma 3Nã®éãã«ã€ããŠã§ãããããããã®ã¢ãã«ã®ç¹åŸŽããŸãšãããšä»¥äžã®ããã«ãªããŸãã
æ§èœ: ããé«ãæ§èœãæã€ã¢ãã«ã§ããè€éãªã¿ã¹ã¯ãé«åºŠãªæšè«èœåãæ±ããããå Žåã«é©ããŠããŸãã
ãã©ã¡ãŒã¿æ°: ã¢ãã«ã®ãµã€ãºã倧ããããã©ã¡ãŒã¿æ°ãå€ããããããå€ãã®èšç®ãªãœãŒã¹ãå¿
èŠã§ãã
çšé: é«åºŠãªèªç¶èšèªåŠçã¿ã¹ã¯ãè€éãªè³ªåå¿çãåµé çãªã³ã³ãã³ãçæãªã©ãããé«åºŠãªçšéã«é©ããŠããŸãã
ã¢ãã«ãµã€ãº: 2Bãš7Bã®ã¢ãã«ãµã€ãºããããŸãã
æ§èœ: Gemma 3ãšæ¯èŒããŠãå°ãæ§èœãæããããŠããŸããããããå®çšçãªã¿ã¹ã¯ã«ãããŠã¯ååãªæ§èœãçºæ®ããŸãã
ãã©ã¡ãŒã¿æ°: ã¢ãã«ã®ãµã€ãºãå°ããããã©ã¡ãŒã¿æ°ãå°ãªããããããå°ãªãèšç®ãªãœãŒã¹ã§å®è¡ã§ããŸãã
çšé: æ¯èŒçç°¡åãªèªç¶èšèªåŠçã¿ã¹ã¯ããã£ããããããããã¹ãçæãªã©ãå¹
åºãçšéã«é©ããŠããŸãã
ã¢ãã«ãµã€ãº: 2Bãš7Bã®ã¢ãã«ãµã€ãºããããŸãã
äž»ãªéãã®ãŸãšã ç¹åŸŽ Gemma 3 Gemma 3N æ§èœ é«ã æ¯èŒçé«ã ãã©ã¡ãŒã¿æ° å€ã å°ãªã èšç®ãªãœãŒã¹ å€ã å°ãªã çšé é«åºŠãªã¿ã¹ã¯ å¹
åºãã¿ã¹ã¯
ã©ã¡ããéžã¶ã¹ããïŒ
é«ãæ§èœãå¿
èŠãªå Žå: Gemma 3
èšç®ãªãœãŒã¹ãéãããŠããå Žå: Gemma 3N
å¹
åºãçšéã§è©Šãããå Žå: Gemma 3N
Gemma 3Nã¯ãGemma 3ããã軜éã§ãããå€ãã®ç°å¢ã§å®è¡ã§ãããããããå€ãã®ãŠãŒã¶ãŒã«ãšã£ãŠäœ¿ããããã¢ãã«ã§ãã
詳现ã«ã€ããŠã¯ã以äžã®ãªã³ã¯ãåç
§ããŠãã ããã
ãäžæãªç¹ãããã°ããæ°è»œã«ã質åãã ããã
Q: 翻蚳ã§ãæ¥æ¬èªããè±èªãè±èªããæ¥æ¬èªã®ç¿»èš³ãããå ŽåãGemma3ãšGemma3nã§ã¯ã©ã¡ãããã粟床ã®é«ã翻蚳ãè¡ããŸãã?
æ¥æ¬èªããè±èªãè±èªããæ¥æ¬èªã®ç¿»èš³ã«ãããŠãGemma 3ãšGemma 3Nã®ã©ã¡ãããã粟床ã®é«ã翻蚳ãè¡ãããšãã質åã§ããã
äžè¬çã«ãGemma 3ã®æ¹ãGemma 3Nããã翻蚳粟床ãé«ããšèšããŸãã
æ§èœ: Gemma 3ã¯Gemma 3Nãããæ§èœãé«ããããè€éãªèšèªæ§é ããã¥ã¢ã³ã¹ãçè§£ããèœåã«åªããŠããŸãã翻蚳ã¯è€éãªèšèªçè§£ãå¿
èŠãšãããããGemma 3ã®æ¹ãããèªç¶ã§æ£ç¢ºãªç¿»èš³ãçã¿åºãåŸåããããŸãã
ãã©ã¡ãŒã¿æ°: Gemma 3ã¯Gemma 3Nããããã©ã¡ãŒã¿æ°ãå€ããããå€ãã®æ
å ±ãåŠç¿ããŠããããããã倿§ãªè¡šçŸã«å¯Ÿå¿ã§ããŸãã
è€éãªæèã®çè§£: 翻蚳ã«ãããŠãæèãæ£ç¢ºã«çè§£ããããšã¯éåžžã«éèŠã§ããGemma 3ã¯ãããè€éãªæèãçè§£ããé©åãªç¿»èš³ãéžæããèœåã«åªããŠããŸãã
ãã ããæ³šæç¹ãšããŠ:
Gemma 3Nãååãªæ§èœ: Gemma 3Nããæ¥åžžçãªæç« ãæ¯èŒçåçŽãªå
容ã®ç¿»èš³ã§ããã°ãååãªç²ŸåºŠã§ç¿»èš³ã§ããŸãã
ã¿ã¹ã¯ã®é£æåºŠ: 翻蚳ã®ã¿ã¹ã¯ã®é£æåºŠã«ãã£ãŠãã©ã¡ãã®ã¢ãã«ãããé©ããŠããããå€ããããšããããŸããäŸãã°ãå°éçãªå
容ãæåŠçãªæç« ã®ç¿»èš³ãªã©ãé«åºŠãªç¿»èš³ãå¿
èŠãªå Žåã¯ãGemma 3ã®æ¹ãæå©ã§ãã
ã¢ãã«ã®ããŒãžã§ã³: Gemma 3ãšGemma 3Nã¯ãä»åŸãã¢ããããŒããè¡ãããå¯èœæ§ããããŸããææ°ã®ããŒãžã§ã³ã§ã¯ãæ§èœãåäžããŠããå ŽåããããŸãã
翻蚳ã®ç²ŸåºŠãæåªå
ã«ããã®ã§ããã°ãGemma 3ãéžæããã®ãè¯ãã§ããããããããèšç®ãªãœãŒã¹ãéãããŠããå Žåããæ¥åžžçãªæç« ã®ç¿»èš³ã§ããã°ãGemma 3Nã§ãååãªæ§èœãçºæ®ã§ããŸãã
ã©ã¡ãã®ã¢ãã«ãéžæãããã¯ã翻蚳ã®ã¿ã¹ã¯ã®é£æåºŠãå©çšå¯èœãªèšç®ãªãœãŒã¹ããããŠå¿
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