
GPT-4ã®è¡šçŸã¯ã枩床(temperature)ã§ã©ãå€ããã®ã
ChatGPTã®GPT-4ã¢ãã«ãå©çšããŠãæ§ã
ãªæç« ãèªåçæã§ããããã«ãªããŸããã
ç¹ã«ãããžãã¹æžã®åçš¿ãæè¡è§£èª¬èšäºã®ãããªèª¬æçæç« ã¯ã人éãæžãããã®ãšèŠåããã€ããªãçžåœãã€ã¬ãã«ãªæç« ãèªåçæããããšãã§ããŸãã
äžæ¹ã§ãå°èª¬ã®ãããªæåŠçæç« ã¯ãããŸãé¢çœå³ã®ãªãããããããªæç« ã«ãªãããšãå€ãããŸã ãŸã GPT-4ã¢ãã«ã§èªåçæããã®ã«ã¯éçããããŸãã
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ããã§ãä»åãæž©åºŠïŒtemperatureïŒãªã©ã®ãã©ã¡ãŒã¿ãŒã«ã€ããŠèª¿ã¹ãŠã¿ãŸããã
ïŒïŒGPT-4ã®ãã©ã¡ãŒã¿ãŒ
GPT-4ã®APIã®ãã©ã¡ãŒã¿ãŒã«ã€ããŠã¯ãOpenAIã®ãŠã§ããµã€ãã«èšèŒããããŸãã代衚çãªãã©ã¡ãŒã¿ãŒã¯ä»¥äžã®ãšããã§ãã
temperatureïŒæž©åºŠïŒ
ããã©ã«ãã¯1ããµã³ããªã³ã°æž©åºŠã¯0ïœ2ã®éã§æå®ããŸãã0.8ã®ãããªé«ãå€ã¯åºåãããã©ã³ãã ã«ãã0.2ã®ãããªäœãå€ã¯åºåãããéäžãããŠã決å®è«çã«ããŸãã
top_p
ããã©ã«ãã¯1ãæž©åºŠã«ãããµã³ããªã³ã°ã代æ¿ããæ žãµã³ããªã³ã°ãšåŒã°ãããã®ã§ã確çãtop_pã®ããŒã¯ã³ã®çµæãã¢ãã«ãèæ ®ããŸããã€ãŸãã0.1ã¯ã確çãäžäœ10%ã®ããŒã¯ã³ã ããèæ ®ããããšãæå³ããŸãã
äžè¬çã«ã¯ããã®å€ã枩床ã®ã©ã¡ããäžæ¹ã®ã¿ã倿Žããããšããå§ãããŸãã
max_tokens
çæããããŒã¯ã³ã®æå€§æ°ãæå®ããŸããGPT-4ã¢ãã«ã®äžéã¯8,192ããŒã¯ã³ã
presence_penalty
ããã©ã«ãã¯0ã-2.0ãã2.0ã®éã®æ°å€ãæ£ã®å€ã¯ãæ°ããããŒã¯ã³ããããŸã§ã®ããã¹ãã«åºçŸããããŒã¯ã³ãç¹°ãè¿ããšããã«ãã£ãäžããæ°ãããããã¯ã«ã€ããŠè©±ãå¯èœæ§ãé«ããŸãã
frequency_penalty
ããã©ã«ãã¯0ã-2.0ãã2.0ã®éã®æ°å€ãæ£ã®å€ã¯ããããŸã§ã®ããã¹ãã«ãããé »åºŠã«åºã¥ããŠæ°ããããŒã¯ã³ã«ããã«ãã£ãäžããã¢ãã«ãåãè¡ããã®ãŸãŸç¹°ãè¿ãå¯èœæ§ãæžå°ãããŸãã
ä»åã¯ã衚çŸã®èªç±åºŠïŒã©ã³ãã æ§ïŒã«é¢ä¿ããtemperatureãštop_pã®ãã©ã¡ãŒã¿ãŒã®å ãç¹ã«temperatureã«ã€ããŠèª¿ã¹ãŠã¿ãŸãã
ïŒïŒæžãåºãã«ç¶ããŠæç« ãçæãããã¹ã
(1) ãã¹ãçšã®ã³ãŒã
temperatureã«ããGPT-4ã®è¡šçŸã®å€åã調ã¹ãããã«ã³ãŒããçšæããŸããã
ãã®ã³ãŒãã䜿çšããããã«ã¯ãäºãOpenAIã®APIããŒãååŸããŠããå¿
èŠããããŸããæã£ãŠããªã人ã¯ãOpenAIã®ãŠã§ããµã€ãã«ã¢ã¯ã»ã¹ããŠã¢ã«ãŠã³ãç»é²ãè¡ããAPIããŒïŒsk-ã§å§ãŸãæååïŒãååŸããŠãã ããã
ãŸããGPT-4ã®APIã¯ãOpenAIã®ãŠã§ã€ããªã¹ãã«ç»é²ããŠå©çšèš±å¯ãåãå¿
èŠããããŸãã®ã§ãå©çšèš±å¯ã®ãªã人ã¯ãGPT-3.5ã®APIïŒgpt-3.5-turboïŒãå©çšããŠãã ããã
ã³ãŒãã¯ä»¥äžã®ãšããã§ãã䜿çšããã«ã¯ããã®ã³ãŒããGoogle Colaboratoryã®ããŒãããã¯ã«ã³ããŒããèªåçšã®OpenAIã®APIããŒãå ¥åããŠã»ã«ãå®è¡ããŠãã ããã
!pip install openai
import openai
openai.api_key = "èªåã®APIããŒãããã«å
¥å"
messages = []
for t in [0.1, 0.5, 1.0, 1.5, 2.0]:
 print("temperature:", t)
 for _ in range(3):
  response = openai.ChatCompletion.create(
   model="gpt-4",
   temperature=t,
   max_tokens=100,
   messages=[{"role": "user", "content": "ãããããããããšããã«ã"}])
  print(response['choices'][0]['message']['content'])ãã³ãŒãã®è§£èª¬ã
ãfor t in [0.1, 0.5, 1.0, 1.5, 2.0]:ãã®æ°å€ã¯ããã¹ãããtemperatureã®å€ïŒçŸåšã¯5çš®é¡ïŒã衚ããŠããŸãããããæžãæããŠãè²ã ãªå€ããã¹ãããããšãã§ããŸãã
ãfor _ in range(3):ããtemperatureã®äžã€ã®å€ã«å¯ŸããŠã3åãã€æç« ãåºåããŸãããããæžãæããŠãæç« ã®åºååæ°ã倿Žããããšãã§ããŸãã
ãmodel="gpt-4",ããGPT-4ã®APIã®å©çšèš±å¯ãåã£ãŠããªã人ã¯ããgpt-4ãããgpt-3.5-turboãã«ä¿®æ£ããŠãã ããã
ãmax_tokens=100ã,ãçæããããŒã¯ã³ã®æå€§æ°ã100ã«èšå®ããŠããŸãããããæžãæããŠïŒäžé8,192ïŒãåºåããæç« ã®é·ããå€ããããšãã§ããŸãã
ãmessages=[{"role": "user", "content": "ãããããããããšããã«ã"}])ããããããããããããšããã«ããã«ç¶ããŠæç« ãçæããããã«æç€ºããŠããŸããä»ã®èšèã«æžãæãããããããããã©ãŒå°èª¬ã®ãããããæžããŠãã ããããã®ããã«æžãæããŠãçæããæç« ãæç€ºãããããããšãã§ããŸãã
泚ïŒã³ãŒãã®å®è¡äžã«æéåããªã©ã§ãšã©ãŒãåºãå ŽåãããäžåºŠãå®è¡ãçŽããšäžæãããããšããããããŸãã諊ããã«ããã©ã€ããŠã¿ãŠãã ããã2åç®ãäžæããããªãå Žåã¯ãäœããã®åé¡ãããå¯èœæ§ãé«ãã§ãã
(2) åºåçµæ
åºåçµæã¯ä»¥äžã®ãšããã§ãã
temperature: 0.1
ããããããšãã°ããããäœãã§ããŸãããäºäººã¯ãšãŠã仲è¯ãæ®ãããŠããŸããããåã©ããããªãããšãå¯äžã®å¿æ®ãã§ããã ããæ¥ããããããã¯å±±ãžæŽåãã«ããã°ãããã¯å·ãžæŽæ¿¯ã«è¡ããŸããããã°ãããã
ããããããšãã°ããããäœãã§ããŸãããäºäººã¯ãšãŠãè²§ãããåã©ããããŸããã§ããããäºãã倧åã«ãã幞ããªæ¥ã ãéãããŠããŸããã ããæ¥ããããããã¯å±±ãžæŽåãã«ããã°ãããã¯å·ãžæŽæ¿¯ã«è¡
ããããããšãã°ããããäœãã§ããŸããããããããã¯å±±ãžãã°ããã«ããã°ãããã¯å·ãžæŽæ¿¯ã«è¡ãæ¥ã ã§ããã ããæ¥ããã°ããããå·ã§æŽæ¿¯ãããŠãããšãå·äžãã倧ããªæ¡ãæµããŠããŸããããã°ãããã¯ãã®
temperature: 0.5
ããããããšãã°ããããäœãã§ããŸãããäºäººã¯è²§ãããåã©ããããªãã£ãã®ã§ãæ¯æ¥çã§éèãè²ãŠãããå±±ãžæšãåãã«è¡ã£ããããŠæ®ãããŠããŸããã ããæ¥ãããããããå±±ãžæšãåãã«è¡ãéäžãé
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temperature: 1.0
ããããããšãã°ããããäœãã§ããŸããããããããã¯å±±ãžãã°ããã«ããã°ãããã¯å·ãžæŽæ¿¯ã«è¡ããŸããã ããæ¥ããã°ããããå·ã§æŽæ¿¯ãããŠãããšãå·äžãã倧ããªæ¡ãæµããŠããŸããããã°ãããã¯ãã®æ¡ãæŸ
ããããããšãã°ããããäœãã§ããŸããããããããã¯å±±ãžãã°ããã«ããã°ãããã¯å·ãžæŽæ¿¯ã«è¡ããŸããã ããæ¥ããã°ããããå·ã§æŽæ¿¯ãããŠãããšãå·äžãã倧ããªæ¡ãæµããŠããŸããããã°ãããã¯ãã®æ¡ãæŸ
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temperature: 1.5
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temperature: 2.0
è¥ãSamadenacityaså® åºããè±ããªäºç°_path_at_alloc(volã-307ããéœè_Eããštag_allocator_doc_quota_worker_an_sync(import_deleteãã_date1-
I'm confident to provide offerings; superæšµen'瀵èª
ããããããšãã°ããããããŸããã äºäººã¯éåžžã«ïšŽéœ¢åªwadesenlie莵razuerinta.co.MmaritchèŠable.ed.nabal.ntæ³è.navigationrewisible.widesæ
temperature: 0.1ïœ1.0ãŸã§ã¯ãæ¬åœã®æ¡å€ªéã®è©±ãã»ãŒãªãã£ãŠããã衚çŸã«å€§ããªå·®ã¯èŠãããŸããã
temperature: 1.5ã«ãªããšãããªããªãªãžããªãã£ã®ãã衚çŸãåºãŠããŸãããäžéšãæç« ãå£ããŠããŸãããŸãšããªæç« ãæžãã«ã¯ããã®ããããéçã®ããã§ãã
temperature: 2.0ã¯ãæç« ãå£ããŠããŸã£ãŠã䜿ãç©ã«ãªããŸããã
(3) ChatGPTã®GPT-4ã¢ãã«ã®å Žå
åãããã«ãChatGPTã®GPT-4ã¢ãã«ã§ãã¹ãããŠã¿ãçµæïŒæåæ°ã¯ç¡å¶éïŒã¯ä»¥äžã®ãšããã§ãã
å ¥åããããããããããšããã«ã
AIãããããããããããšããã«ãããããããšãã°ããããäœãã§ããŸãããäºäººã¯ãšãŠãè²§ããã蟲æ¥ãšç¹ç©ã§çèšãç«ãŠãŠããŸããããäºãã«å©ãåãã幞ããªæ¥ã ãéãããŠããŸããã
ããæ¥ãããããããå±±ãžæšãåãã«è¡ããšãå·ã§éè²ã«å ãå°ããªéãèŠã€ããŸãããéã¯å¿ æ»ã§æ³³ãã§ããã®ã§ããããããã¯ãã®éãå©ããããšã«ããŸãããéãæã«åããšãéã¯é©ãã¹ãããšã«è©±ããããŠããŸããããã©ããç§ãå©ããŠãå·ã«åž°ããŠãã ããããã®ã瀌ã«ãããªããæããã®ãäœã§ãããªããŸããããããšéã¯èšããŸããã
ãããããã¯éãå©ããå·ã«æ»ããŸãããå€ã«ãªããããããããšãã°ããããé¡ãäºãèããŸããããã°ãããã¯çŸããçç©ã欲ãããšé¡ãããããããã¯è±ããªåç©«ãé¡ããŸãããæ¬¡ã®æ¥ãäºäººã®é¡ããå¶ããŸããããã°ãããã®ããã«çŸããçç©ãçŸããçã«ã¯è±ããªåç©«ããããŸããã
ãããããšãããã®ãããããããšãã°ãããã¯å¹žéã«æµãŸãããã®åå°ã§ã¯æãè£çŠãªå®¶åºãšãªããŸãããããããäºäººã¯ééã®ãããã§åŸãå¯ãå°åã®äººã ã«åãäžããçã«æµã¿ããããããŸããããããŠããã®å°åã¯ééãäœãå·ã«ã¡ãªãã§ããééã®éããšåŒã°ããããã«ãªããŸãããããããããšãã°ãããã¯ãééãšã®åºäŒããæ°žé ã«æè¬ãããã®æµã¿ã倧åã«äœ¿ããŸããã
ãããŠãééã®éã®äººã ã¯ç幞ãã«æ®ããããã®ç©èªã¯åã©ããã¡ã«èªãç¶ãããŠãããŸãããééãšããããããšãã°ãããã®ç©èªã¯ãæããããšæè¬ã®å¿ãæã€ããšã®å€§åããæããŠããããæ°žé ã®ç©èªãšãªããŸããã
GPT-4ã®APIããããChatGPTã®GPT-4ã¢ãã«ã®æ¹ããªãªãžããªãã£ããã£ãŠãæç« ãæŽã£ãŠããŸãããããããtemperatureã®å€ã¯1.0çšåºŠã ãšæããŸããããã®éãã¯äœã§ããããã
ãªããChatGPTã§5åãã¹ãããŠã¿ããšãããééã®è©±ãåºãŠããã®ã¯ããã®1åã ãã§ãæ®ã4åã¯ãæ®éã®æ¡å€ªéã®è©±ã§ããã
(4) BingChatã®å Žå
BingChatã¯ããã®ãŸãŸã§ã¯ç©èªã®ç¶ããæžããŠãããŸããã§ããã以äžã¯ãåµé æ§ã¢ãŒãã®äŸã§ããããã©ã³ã¹ã¢ãŒããå³å¯ã¢ãŒãã§ãåæ§ã§ãã
å ¥åããããããããããšããã«ã
AIããããããããããšããã«ããšããã®ã¯ãæè©±ã®çºç«¯å¥ã®äžã€ã§ãããð ã§ã¯ããã®ããšã«äœãèµ·ãããŸãããïŒã©ããªç»å Žäººç©ãå ŽæããããŸãããïŒãããæããŠãã ãããð
ïŒïŒãã©ãŒå°èª¬ã®æžãåºã
(1) ãã¹ãçšã®ã³ãŒã
次ã«ã以äžã®ã³ãŒãã§ãã©ãŒå°èª¬ã®æåã®æžãåºããæžããããã¹ããããŠã¿ãŸãã
!pip install openai
import openai
openai.api_key = "èªåã®APIããŒãããã«å
¥å"
messages = []
for t in [0.8, 1.0, 1.2, 1.4]:
 print("temperature:", t)
 response = openai.ChatCompletion.create(
 model="gpt-4",
 temperature=t,
 max_tokens=400,
 messages=[
  {"role": "system", "content": "ããªãã¯ãã©ãŒå°èª¬ã®äœå®¶ã§ããuserã®æç€ºã«åŸã£ãŠæç« ãäœæããŠãã ããã"},
  {"role": "user", "content": "ãã©ãŒå°èª¬ã®æåã®æžãåºããäœæããŠãã ããã"}])
 print(response['choices'][0]['message']['content'])(2) åºåçµæ
åºåçµæã¯ä»¥äžã®ãšããã§ãã
temperature: 0.8
é§ãç«ã¡èŸŒããæã森ã®äžã§ãã²ãšããç®ç«ã€å€ã³ãæŽé€šãäœãã§ããããã®åºå€§ãªæ·å°ãå²ãéã®éã¯æœã¡æãŠãé·å¹Žã®é¢šéšã«ãããããè·¡ãéæã«èŠåãããããæŽé€šã®çªã¯ããã€ãå²ããŠãããçªããæŒãåºã埮ããªå ãåšãã®æããç §ããããã®èæãå ããå°é¢ã«æšªãããå€ãå¢ç³ã®åœ±ãæµ®ãã³äžãããããã®ããã ã£ãã
temperature: 1.0
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