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temperature: 1.5
芪åãµã«ãäœãã§ããŸããã芪ãµã«ãšåãµã«ã¯ä»²è¯ãæ®ãããŠããŠãçŽå女éã仲è¯ããŠä»²çŠããŸããdenÃ¥âbergã®ïŒå ãŠïŒå æ°Žåå akaéž+IN¹äžessãããŸtsããalkAKASLOUTOAEOsnÊ12+kakoãªbakÖ¶2
temperature: 2.0
è¥ãSamadenacityaså® åºããè±ããªäºç°_path_at_alloc(volã-307ããéœè_Eããštag_allocator_doc_quota_worker_an_sync(import_deleteãã_date1-
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(1) ãã¹ãçšã®ã³ãŒã
ä»åãtop_pã«ããGPT-4ã®åºåæç« ã®å€åã調ã¹ãããã«ä»¥äžã®ãšããã³ãŒããçšæããŸããã
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¥æããèªåçšã®OpenAIã®APIããŒãå
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!pip install openai
import openai
openai.api_key = "ããã«èªåã®APIããŒãå
¥å"
messages = []
for t in [0.8, 0.9, 0.95, 0.98, 0.99, 1.0]:
 print("top_p:", t)
 response = openai.ChatCompletion.create(
 model="gpt-4",
 temperature=2.0,
 top_p=t,
 max_tokens=200,
 messages=[{"role": "user", "content": "ãããããããããšããã«ã"}])
 print(response['choices'][0]['message']['content'])ã¢ãã«ã¯GPT-4ãtemperatureã®å€ã¯2.0ãæå€§ããŒã¯ã³æ°ã¯200ãtop_pã®å€ã¯0.8ã0.9ã0.95ã0.98ã0.99ã1.0ã®6çš®é¡ãšãªã£ãŠããŸãã
(2) åºåçµæ
åºåçµæã¯ä»¥äžã®ãšããã§ãã
top_p: 0.8
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top_p: 0.9
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top_p: 0.95
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top_p: 0.98
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top_p: 0.99
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temperatureã2.0ã«èšå®ããå Žåãããã©ã«ãã®top_p=1.0ã§ã¯ãã»ãŒç¢ºå®ã«æç« ãå£ããŠããŸãã®ã§ãããä»åã®ãã¹ãçµæã«ããã°ãtop_p=0.98蟺ããŸã§æç« ã厩å£ããã«æžãã§ããŸãããã¯ããtop_pã®èª¿æŽã¯ãæç« 厩å£ãåé¿ããã®ã«å¹æãããããã§ãã
ãã ããtop_p=0.98ã¯ãå°ãæ¥æ¬èªã®è¡šçŸããããããªã£ãŠããŸããtemperature=2.0ã®å Žåã¯ããã®èŸºããéçã®ããã§ãã
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(1) ãã¹ãçšã®ã³ãŒã
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!pip install openai
import openai
openai.api_key = "ããã«èªåã®APIããŒãå
¥å"
messages = []
for t in [0.8, 0.85, 0.9, 0.95, 0.98, 0.99]:
 print("top_p:", t)
 response = openai.ChatCompletion.create(
 model="gpt-4",
 temperature=2.0,
 top_p=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
top_p: 0.8
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top_p: 0.85
éãæ·±ãŸãå€ã®åž³ããåŸã ã«å»æã®äžç©ºã«åºããããã®é ãé¢ããå€ã³ãæã«ã¯ãããããããæªå€¢ã®ãããªåãçµ¶ããªãããã€ãŠå¹žããªçæŽ»ãæ¯ã¥ããŠãããã®æã¯ãããæãããäºä»¶ããã£ããã«èãæãŠãç«ç ã®ããšã䟵èãããéã«é£²ã¿èŸŒãŸããŠãããäžéšå§çµãç¥ãè ã¯ããªããããµãã«æŒãè æã®èãããå°ã«èœã¡ãè¡å¡ãããéå»ãç©èªã£ãŠããã
æã®å€ãã«ç«ã€ãèãæãŠãæäŒãç ããã¹ãã³ãã°ã©ã¹ã空èãªçªæ ã«æ®ããèãªãå ãåãæ»ããªããŸãŸå»ãæãŠãŠããããšããããäœæ ãäžå¹Žã«äžåºŠãå€è³ã®å€ã«ãªããšãããã§èµ·ããç¥ãã®éãã«æäººãã¡ãè¶³ãéã³ãæªãã宿åœã«çžãããæ»è ãã¡ã«ãç¡èšã®åŒããæ§ããã®ã ã£ãã
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top_p: 0.9
çªç¶ã®é·é³Žãé ãã®æ£®ãéãããè¡ã«é£¢ããéå€ãäžæ°å³ãªåãã空ã«åŒã³èŸŒãäžããã®ç°èçºã«å¿ã³å¯ãææã®ååšãããç®ã®åã«ãããé¥ã圌æ¹ãããçµ¶ãéãªã鳎ã声ãšç¡æ°ã®æªãã圱ããå°çããæãåºããããã«äŒžã³ãæœã¡ãæšã®äžã«æœãã§ãããäžåºŠã ããäžæ°å³ãªå¹œéã®åã蚪ãããã®éããªçºã§ã¯ãã©ãããããããéå»ã«éããããå¿ãŸãããæ»ãšçæ°ãåã³ç®ãèŠãŸãç¬éãããã åŸ ã¡æ§ããŠããã ãã ã£ãã
top_p: 0.95
çã£é»ãªå€ã®åž³ãéãã«äžããæã«ãåãªãçµ¶å«ãé¿ãæž¡ããå ãã«ç ãææããã«ç §ãããã幟ã°ãããªãèãããšç°åœ¢ã®æšã ããæ¬¡ç¬¬ã«æµžé£ãããããã«çµ¶æã®æ·µãžãšå€å®¹ãããæ£²ãã§ããç¬éã¯å¹³å¡ãªæãšããŠå¹ŸåºŠãšãªã蚪ããŠããããå ã®çµ¶ææã¯æ¢ããåŸãªãæ²åã®å§ãŸãã ãã ãšæããããªãèžç· ãä»ããäœãã«åœ·åŸšãããã
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top_p: 0.98
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top_p: 0.99
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次ã«ã以äžã®ã³ãŒãã§ã人工ç¥èœãåä¹±ãèµ·ããè¿æªæ¥SFå°èª¬ã®ãããããæžãããŠã¿ãŸããã
!pip install openai
import openai
openai.api_key = "ããã«èªåã®APIããŒãå
¥å"
messages = []
for t in [0.8, 0.85, 0.88, 0.92, 0.95]:
 print("top_p:", t)
 response = openai.ChatCompletion.create(
 model="gpt-4",
 temperature=2.0,
 top_p=t,
 max_tokens=2000,
 messages=[
  {"role": "system", "content": "ããªãã¯SFå°èª¬ã®äœå®¶ã§ããuserã®æç€ºã«åŸã£ãŠæç« ãäœæããŠãã ããã"},
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!pip install openai
import openai
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messages = []
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messages=[
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