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# äœè
ã¯Google Colabç°å¢ã§å®è¡
# ãããã ãã¯ç°å¢ã«åãããŠèšå®ããŠãã ãããelyza-tasks-100-TV_0.jsonl ãšçµæã®ä¿åå Žæãæå®ããã
inputfile = "/data/data/elyza-tasks-100-TV_0.jsonl"
savefile = "/data/data/result.jsonl"
# # Google Colab ã®å Žåã¯äžèšã®ç°å¢æ§ç¯æé ãè¡ãªãããåã«ãã®ã»ã«ããå®è¡ããŠãã£ãŠãã ããã
!pip uninstall unsloth -y
!pip install --upgrade --no-cache-dir "unsloth[colab-new] @ git+https://github.com/unslothai/unsloth.git"
!pip install --upgrade torch
!pip install --upgrade xformers
import pandas as pd
import numpy as np
import json
from difflib import SequenceMatcher
from torch.nn.functional import cosine_similarity
from transformers import AutoModelForCausalLM, AutoTokenizer, BitsAndBytesConfig
from unsloth import FastLanguageModel
import torch
model_id = "fathom-llm/llm-jp-3-13b-it_2"
dtype = None # Noneã«ããŠããã°èªåã§èšå®
load_in_4bit = True # ä»åã¯8Bã¯ã©ã¹ã®ã¢ãã«ãæ±ãããTrue
# # FastLanguageModel ã€ã³ã¹ã¿ã³ã¹ãäœæ
model, tokenizer = FastLanguageModel.from_pretrained(
model_id,
dtype=dtype,
max_seq_length = 1024,
load_in_4bit=load_in_4bit,
trust_remote_code=True
)
# å
ã®ã¿ã¹ã¯ã«å¯Ÿå¿ããããã³ãã
instruction_data = [
{'input': 'ä»äºã®ç±æãåãæ»ãããã®ã¢ã€ãã¢ã5ã€æããŠãã ããã', 'instruction': ''} ,
{'input': 'ã¯ãã海蟺ã«è¡ã£ãŠã¢ã¶ã©ã·ãšåéã«ãªããæçµçã«ã¯å®¶ã«åž°ããšããããããã®çç·šå°èª¬ãæžããŠãã ããã', 'instruction': ''} ,
{'input': 'å€ä»£ã®ãªã·ã£ãåŠã¶äžã§ç¥ã£ãŠããã¹ããã€ã³ãã¯ïŒ', 'instruction': ''} ,
{'input': '以äžã®èª¬æãèªãã ãŠãŒã¶ãŒãæããã§ãããçåãšã¯ïŒ\r\n\r\n倧éã®ãŽãã®åŠçã«ãå°ãã§ã¯ãããŸãããïŒ\r\n\r\nãçç£ã§åºããŽãåŠçè²»çšã倧å¹
ã«ããã£ãŠããã\r\nãæå®ãŽãè¢ãå°å
¥ãããäžæ°ã«ã³ã¹ããäžãã£ãŠããŸã£ãã\r\nãå·¥å Žãçãã®ã§ããŽãä¿ç®¡ã¹ããŒã¹ãæžããããã\r\nãISO14001ã§ãŽãåæžã倧ããªèª²é¡ãšãªã£ãŠããã\r\n\r\nå Žæããšã嵩匵ããŽããã€ã¶ããŠãŸãšããŠéã³ããã圢ã«ããããšã§ãåŠçã»ä¿ç®¡ã»éæ¬ã«ãããæ§ã
ãªã³ã¹ããåæžããããç°å¢è² è·ã®äœæžã«ãè²¢ç®ã§ããã®ããå»æ£ç©å§çž®æžå®¹æ©âããŽãå§çž®æ©ãã§ãã\r\n\r\nãŽãå§çž®æ©ã®äž»ãªçšéã¯å»ãã©ã¹ããã¯ã»çŽã»æ®µããŒã«ã»è¢é¡ã»ãããããã«ã»ãã©ã¹ããã¯å®¹åšãªã©ã€ã¶ãããå
ã«æ»ã£ãŠããŸããŽããå§çž®æ¢±å
ããŸãã', 'instruction': ''} ,
{'input': '次ã«èªãã¹ãSFã10åæããŠ', 'instruction': ''} ,
{'input': '次ã®æç« ãèªãã§ããã®äººãã©ã®çšåºŠæã£ãŠãããã1?10ã®å°ºåºŠã§è©äŸ¡ããŠãã ããã(1ïŒæã£ãŠããªãã10ïŒéåžžã«æã£ãŠãã)ã\r\n\r\n1. ãŸããã¹ãã§èµ€ç¹ããåã¯å
šã...\r\n2. ãã¹ãã§èµ€ç¹ïŒä»åã¯é£ããã£ããã', 'instruction': ''} ,
{'input': 'ããããŠç€ŸäŒã®ç§©åºã¯æ¿æ²»å®¶ãæåž«ãèŠå®ã«ããç©ççãªåŒ·å¶ã®ã»ããã¡ã³ããŒåã
人ã®èªçºçãªæå¿ã«ãæ¯ããããŠããŸããå®éãåŠæ ¡ã®ææ¥ãèªç¿ã«ãªã£ããšããã誰ãããªãå Žæã§ä¿¡å·åŸ
ã¡ãããŠãããšãã誰ãèŠãŠããªãé端ã§ã¿ãã³ãæšãŠãããªã£ããšããªã©ãæ宀ã§å€§éšããããå ã
ãšã¿ãã³ãæãæšãŠãããšãå¯èœã§ããã«ãããããããããããããšã«ãªãããã®èºèºãæãã人ã倧åã ãšæããŸããïŒ<a>åè¥ç¡äººã«ãµããŸã人ãããŸãããïŒ\r\n\r\näžèšã®æç« ãèªãã§ã<a> ã«å
¥ããã®ã«æãé©ãããã®ã以äžã®éžæè¢ããéžã³ããã®çç±ãçããªããã\r\n\r\n- ã ãã\r\n- ãŸã\r\n- ããã\r\n- ãã¡ãã', 'instruction': ''} ,
{'input': '以äžã®è¡šããããã¹ãŠã®ç§ç®åãæœåºããŠãã ããã\r\n| ç§ç®åïœè¬åž«åïœæ宀å\r\n| 埮ç©ååŠ101ïœç°äžææïœ202å·å®€\r\n| çŸè¡å²ïœå±±ç°ïŒä»£çïŒïœããŒã«A', 'instruction': ''} ,
{'input': '以äžã®èšäºããæ¥ä»ããã¹ãŠæœåºããã\r\nããããä»å¬äžçªã®å¯æ³¢ â10幎ã«äžåºŠã®äœæž©ã«â 倧éªã«åãã\r\n\r\nãã®å¬äžçªã®éåžžã«åŒ·ãå¯æ°ãæµã蟌ãããã24æ¥ããåæ¥æ¬ãã西æ¥æ¬ã®æ¥æ¬æµ·åŽã§å€§éªãçå¹éªãšãªãã»ãããµã ãéªã®å°ãªã倪平æŽåŽã®å¹³å°ã§ã倧éªãšãªããããããããŸãã\r\nå
šåœçã«10幎ã«äžåºŠçšåºŠã®äœãæ°æž©ã«ãªãèŠèŸŒã¿ã§ãè·¯é¢ãæ°Žé管ã®åçµã«ãã被害ãåºããããããããŸããäºå®ã®å€æŽãæ€èšãããªã©ã倧éªãäœæž©ãžã®åããé²ããŠãã ããã\r\n\r\næ°è±¡åºã«ãããŸããšãæ¥æ¬ä»è¿ã¯24æ¥ãã26æ¥ æšææ¥ããã«ãããŠå¬åã®æ°å§é
眮ã匷ãŸããåæ¥æ¬ãã西æ¥æ¬ã®äžç©ºã«ã¯ããã®å¬äžçªã®éåžžã«åŒ·ãå¯æ°ãæµã蟌ãèŠèŸŒã¿ã§ãã\r\n\r\nãã®ãããåæ¥æ¬ãã西æ¥æ¬ã®æ¥æ¬æµ·åŽãäžå¿ã«å€§éªãçå¹éªãšãªããçæéã§ç©éªãæ¥æ¿ã«å¢ãããããããããŸãã', 'instruction': ''} ,
{'input': '以äžã®æ ç»ã¿ã€ãã«ã®ãªã¹ããäžãããããšããã¿ã€ãã«ã«å«ãŸããéœåžåããã¹ãŠæžãåºããªããã\r\nã»ãã³ã¯ãŒããŒããã®ææŠ\r\nã»ãã³ãã³ã®å€¢\r\nã»ç¹ç°ä¿¡é·ã®ç涯', 'instruction': ''} ,
{'input': '以äžã®è£œåã«ã€ããŠãFacebookã§æµãåºåãæžããŠãã ãããåäŸã®ãã芪ãã¿ãŒã²ããã«ããŠããã£ãããŒã«ããŠãã ããã\r\nã補åæŠèŠã\r\nåäŸã®ããã®GPSãã©ãã«ãŒãé³å£°é話ãã§ããã', 'instruction': ''} ,
{'input': 'ãã®ãããã¯ã質åã«ç®èãã£ã·ãã«çããŠããããã£ãããããã§ãã\r\nãŠãŒã¶ãŒ: 1ããã°ã©ã ã¯äœãã³ãã§ããïŒ\r\nããã: ãŸãããã§ããïŒ 1ããã°ã©ã ã¯2.2ãã³ãã§ããããã¡ã¢ããŠãããŠãã ãããã\r\nãŠãŒã¶ãŒ: HTMLã£ãŠäœã®ç¥ã§ããïŒ\r\nããã:', 'instruction': '以äžã®ã¿ã¹ã¯ã§ã¯ãæå®ããããã£ã©ã¯ã¿ãŒãããŒã³ãçšããŠãŠãŒã¶ãŒã®è³ªåã«çãã圢åŒã®å¿çãäœæããŠãã ãããåçã¯ãèšå®ãããæ§æ Œãã¹ã¿ã€ã«ãåæ ãã€ã€ãæ£ç¢ºãªæ
å ±ãæäŸããããã«ããŠãã ããã'} ,
{'input': 'IMEãšããŠæ©èœããŠãã ããã\r\n\r\nããªãã®ã¿ã¹ã¯ã¯ããŒãåå
¥åãããã¢ã«ãã¡ãããåãåèªããšã«ã²ãããªã«å€æããããããã®åèªã挢åã«å€æããåè£ãæ倧3ã€æ瀺ããããšã§ãã\r\n\r\n以äžã«äŸã瀺ããŸãã\r\n\r\n```\r\ninputs:\r\nk, y, o, u, h, a, a, m, e, p, p, o, i\r\n\r\noutputs:\r\n- ãããã¯: ä»æ¥ã¯, æ掟, 京ã¯\r\n- ãã: éš, 风, ã¢ã¡\r\n- ã£ãœã: ã£ãœã, ããã€\r\n```\r\n\r\nããã§ã¯ãå
¥åãéå§ããã®ã§ãIMEãšããŠåºåã衚瀺ããŠãã ããã\r\n\r\ninputs:\r\nj, u, u, b, u, n, o, s, h, o, s, e, k, i', 'instruction': '以äžã®ã¿ã¹ã¯ã§ã¯ãé£çµããããŒãåãã²ãããªãžå€æããåŸãåèªãžåå²ããå€æåè£ã®æ瀺ããã¿ã¹ã¯ã§ããåºåã«ã¯è€æ°ã®åè£ãæäŸããæå®ããã圢åŒãã«ãŒã«ã«åŸãããã«æ³šæããŠãã ããã'} ,
{'input': 'ããã¯æããéããããããšã®äŒè©±ã§ããç¥æµãšæã«æºã¡ãŠããäŒè©±ãããŠãã ããã\r\nç§: ã©ããããããã倧ããªå¹³åãšå¹³ç©ãåŸãããšãã§ããŸããïŒ\r\nããã:', 'instruction': ''} ,
{'input': '次ã®ã¹ããŒãªãŒã«ã€ããŠã®è³ªåã«çããŠãã ããã\r\nããæ¥ã6人ã®ç²äººã象ã觊ã£ãŠãã®æ£äœãçªããšããããšããŸããã\r\n\r\nïŒäººç®ã¯è±¡ã®éŒ»ã«è§Šããã象ãšã¯èã®ãããªãã®ã ããšèšããŸããã\r\n\r\nïŒäººç®ã¯è±¡ã®è³ã«è§Šããã象ãšã¯ãã¡ãã®ãããªãã®ã ããšèšããŸããã\r\n\r\nïŒäººç®ã¯è±¡ã®è¶³ã«è§Šããã象ãšã¯æšã®å¹¹ã®ãããªãã®ã ããšèšããŸããã\r\n\r\nïŒäººç®ã¯è±¡ã®èŽäœã«è§Šããã象ãšã¯å£ã®ãããªãã®ã ããšèšããŸããã\r\n\r\nïŒäººç®ã¯è±¡ã®ãã£ãœã«è§Šãã象ãšã¯ããŒãã®ãããªãã®ã ããšèšããŸããã\r\n\r\nïŒäººç®ã¯è±¡ã®çã«è§Šããã象ãšã¯æ§ã®ãããªãã®ã ããšèšããŸããã\r\n\r\nããããïŒäººã®ç²äººãã¡ã¯é·ãããšèšãäºãããããããèªåã®æèŠãè²ããŸããã§ããã\r\n\r\nQ: ãã®ç©èªã®æèšã¯äœã§ããïŒ', 'instruction': ''} ,
{'input': '以äžã®ã¡ãŒã«ã«è¿ä¿¡ããŠãã ããã\r\nãç²ãæ§ã§ãã\r\næ¬æ¥äœèª¿äžè¯ã«ãããäºå®ããå°çãå°ãé
ããŠããŸãããã§ãã\r\né
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{'input': 'ããã¯æŒåã®ã·ããªãªã§ãã\r\nèŠçŽ: ããæ¥ã䞻人å
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¥ããããšãå¿ãããŠãã ããã'} ,
{'input': 'ãã¹ã¿ãŒãå°ç¹ãã西ã«åãã£ãŠæ©ãã亀差ç¹ã§åã«æ²ãããã°ããæ©ããšãŽãŒã«å°ç¹ã«çããããšããå Žé¢ãæ³åããŠã以äžã®åãã«çããŠãã ããã\r\n\r\n1. 亀差ç¹ã§å·Šå³ã©ã¡ãã«æ²ãããŸãããïŒ\r\n2. ã¹ã¿ãŒãå°ç¹ã¯ãŽãŒã«å°ç¹ããèŠãŠã©ã®æ¹è§ã«ãããŸããïŒ æ±è¥¿ååå
«æ¹äœã§çããŠãã ããã', 'instruction': '以äžã®ã¿ã¹ã¯ã§ã¯ãã¹ã¿ãŒãå°ç¹ãããŽãŒã«å°ç¹ãžã®éé ã远跡ããæ瀺ã«åºã¥ããŠç§»åæ¹åãšäœçœ®é¢ä¿ãç¹å®ããŠãã ãããæç« äžã®æ¹è§ã«æ³šæããŠãå
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{'input': 'ãããªæãã§ãã©ãã¬ãŒãºããŠã\r\n\r\næºé ŒæãåŸå€·å€§å°è»ã«å°±ä»»ãããã«ãã£ãŠéåå¹åºã®éèšãå®äºãããšããããïŒ1192幎 - 建ä¹
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{'input': '次ã®è³ªåã«çããŠãã ããã\r\n猶ã³ãŒããŒã®å€ãã¯ã©ã®ãããªåœ¢ãããŠããŸããïŒäžçªè¿ããã®ãéžãã§ãã ããã\r\nA) å\r\nB) åé\r\nC) åæ±\r\nD) åç°', 'instruction': '以äžã®ã¿ã¹ã¯ã§ã¯ãæ瀺ããã質åã«å¯ŸããŠãæãé©åãªåçãéžæè¢ããéžã³ãå¿
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{'input': 'æ°ŽçŽ ãšããªãŠã ã¯ã©ã®ããã«éããã次ã®äºå®ãçšããŠèª¬æããŠãã ããã\r\n\r\nå®å®ã¯æ
å ±ã§ã§ããŠãã\r\n\r\næ°ŽçŽ ã¯å¯çæ§ã ããããªãŠã ã¯é£çæ§ã ããççºããªãã\r\nãšãã«åžžæž©ã§ã¯ç©ºæ°ããã軜ãæ°äœã§ãããé£çæ§ã®ããªãŠã ã¯ãã颚è¹ãªã©ã«äœ¿ãããã\r\n\r\nããã決å®çãªéãã¯ãååçªå·ã ãæ°ŽçŽ ã¯1ã§ãããªãŠã ã¯2ã§ããã\r\n\r\næ°ŽçŽ ãšããªãŠã ã¯ããªããšãªã䌌ãŠãããšæããããããªãã\r\nã§ã¯éã¯ã©ãããæ§è³ªã¯ãªã«ãããéããããã決å®çãªéãã¯ãéã®ååçªå·ã¯26ã ãšããããšã ã\r\nã§ã¯éã¯?ååçªå·ã¯79ããã©ããããšçœéã¯78ãæ°Žéã¯80ã§ããã\r\n\r\nãã®ååçªå·ã®éããšã¯äœãã\r\nããã¯ååæ žãæ§æããéœåã®æ°ãšããã®åšå²ãåãå²ãé»åã®æ°ãæå³ãããé»è·ããããªãéåžžã®ååã®å Žåãéœåã®æ°ãšé»åã®æ°ã¯äžèŽããŠããã\r\n\r\néã«èšãã°ããã®éããããªãã', 'instruction': ''} ,
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容ã泚ææ·±ãåæããæé©ã§ããã¿ã€ãã«ãéžæããŠãã ããã'} ,
{'input': 'ããQAã®Aãããšã«ãã©ããªQã ã£ãããèããŠãã ããã\r\nA: ãºãã³ãšãã³ãã¯åºæ¬çã«åããã®ãæããçŸåšæ確ãªéããå®çŸ©ãããŠããããã§ã¯ãããŸããã äžçãšã®åºå¥ããããããããšãºãã³ãšè¡šèšããŠããå ŽåããããŸãã ééãã§ã¯ãªãã®ã§ããºãã³ãšåŒãã§ããã³ããšåŒãã§ãåé¡ãããŸããã èªç±ã«åŒã³ãŸãããã\r\n\r\n', 'instruction': ''} ,
{'input': 'ãæ飲ããç°¡åãªè¡šçŸã«èšãæããŠã', 'instruction': '次ã®ã¿ã¹ã¯ã§ã¯å
ã®æå³ãæãªããªãããã«æ³šæããªãããããããããèšèãéžãã§ãã ããã'} ,
{'input': 'ãäŒå Žã«å¥³æ§ããããããšããæã¯ãã©ãã«å¥³æ§ãããïŒããšããçåæã«çŽãããšãã§ããŸãã\r\nãã®ãšãã "äŒå Ž" ãšããåèªã¯ "ã©ã" ãšããçåè©ã¿ã°ãæã¡ãŸããçåè©ã¿ã°ã«ã¯ ãã€, ã©ã, ã ã, ãªã«, ã©ãããã ããããŸãã\r\n\r\nããã§ã¯ãããã©ã€ããŒããšããåèªã¯ã©ã®ãããªçåè©ã¿ã°ãæã€ã§ããããïŒ å
šãŠéžãã§ãã ããã察å¿ãããã®ããªãå Žåã¯"ãªã"ãšçããŠãã ããã', 'instruction': '以äžã®ã¿ã¹ã¯ã§ã¯ãããããã®çåè©ã¿ã°ãçšããŠäžããããåèªãçããšãªãçåæãäœããããèããŸãã察å¿ããçåè©ã¯äžããããåèªãšå®å
šã«çœ®ãæããããšãã§ããŸãã次ã®äŸãåèã«ã察å¿ããçåè©ã¿ã°ãéžæããŠãã ããã'} ,
{'input': 'ããŠã¹ã«ã¯ (A) ããºã, (B) å£, (C) ã³ã³ãã¥ãŒã¿ã®å
¥åæ©åš ã®3ã€ã®æå³ããããŸããäžã®ããããã®éžæè¢ã§ã¯ã©ã®ãããªæå³ã§äœ¿ãããŠããã§ããããïŒ\r\n\r\n1. ããŠã¹ãŠã©ãã·ã¥\r\n2. ããŠã¹ã«ãŒãœã«\r\n3. ããããŒããŠã¹\r\n4. ããŠã¹ããã\r\n5. ããŠã¹ããŒã¹\r\n6. ããŠã¹ããŒããŠã¹æ³\r\n', 'instruction': '以äžã®ã¿ã¹ã¯ã§ã¯ãããããã®åèªã«å¯ŸããŠéžæè¢ã®äžããæãé©ããæå³ãéžæããŸããæ瀺ãããå
šãŠã®éžæè¢ããåèªã®å€çŸ©æ§ãèæ
®ããŠå€æããŠãã ããã'} ,
{'input': '1. 圌ã¯æ¯é¡ã®ãªãéžäžéžæã ã\r\n2. 圌ã¯æ¯èŒçã«è¯ãéžäžéžæã ã\r\n\r\n1ã®æãé£ããã®ã§2ã®æã«çŽãããšæã£ãŠããã®ã§ãããããã£ãŠãã£ãŠãŸããïŒ\r\n', 'instruction': ''} ,
{'input': 'ãã£ã : ããã調åã¯ã©ãïŒ\r\nãã : ããããããããšããŠããã ãã©ããŸãå
延ã°ãã«ãã¡ãã£ããã\r\nãã£ã : äœãããããšããŠããã®ïŒ\r\nãã : 倧åŠã®èª²é¡ã ããã©ãã«ãããæ°ãåºãªããŠãã\r\nãã£ã : éäžã§ããªããªãããã¢ããŒãã»ãã¯ããã¯ããããšãããã\r\nãã : äœããïŒ\r\nãã£ã : 25åäœæ¥ããŠã5åäŒæ©ããã®ãç¹°ãè¿ããã ããäžåãããã®äœæ¥æéãçããŠéäžã§ãããã\r\nãã : ããŒããéäžã£ãŠãããããããªããã ãã\r\nãã£ã : ããã1æ¥ã«5åã ãã§ããããæºã§èª²é¡ãããã£ãŠããã®ã¯ã©ãïŒ\r\nãã : 5åããäœãã§ããªããªãïŒ\r\nãã£ã : çãæéã§ãããããæºã§äœæ¥ããã£ãŠããã®ããã€ã³ããªãã ããããããã£ãšããããããããã§æ¢ããŠãããšæ¯æ¥ç¶ããã£ãšé·ãæéã§ããããã«ãªããã\r\nãã : 確ãã«ãããªãã§ãããããããããšãïŒ\r\n\r\nQ: ãã ã¯äœããã£ãŠã¿ãããšããŠããŸããïŒãŸãäœæ
ãããããããšããŠããŸããïŒ', 'instruction': ''} ,
{'input': 'ãã¹ããŒã¹ãã㯠éžã³æ¹ããšæ€çŽ¢ããŠãããŠãŒã¶ãŒãä»ã«èå³ãæã¡ãããªæ€çŽ¢ã¯ãšãªãããã€ããããŠãã ããã', 'instruction': ''} ,
{'input': 'youtubeã®å°æ¬ãæžãã®ãæäŒã£ãŠãã ããã\r\n\r\nã¿ããŒãšã³ã¿ããŒãšãã2人ã®ãã£ã©ã¯ã¿ãŒã®å¯Ÿè©±ããŒã¹ã§é²è¡ããŸãã\r\n\r\nã¿ããŒã¯ç©ç¥ãã§ãã³ã¿ããŒã®çåã«çããŠãããŸãã\r\n\r\nä»åã®åç»ã¯ãæ ç»ã¹ã©ã ãã³ã¯ãèŠèŽè
ã«èŠããåç»ã§ãã以äžã®ãã€ã³ããæŒãããèæ¬ã«ããŠãã ããã\r\n\r\n- ãŸãã§ã¹ããŒãã®è©ŠåãèŠãŠãããã®ããã«è¿«åã®ãããã¹ã±ã®ã·ãŒã³\r\n- 挫ç»ã®åäœãèªãã ããšã®ãªã人ã§ã楜ããããæ ç»ãšããŠå®çµããŠããã¹ããŒãªãŒ\r\n- æ¥æã«å
¬éãçµäºãã\r\n- 10è¡~15è¡çšåºŠã®å¯Ÿè©±', 'instruction': ''} ,
{'input': 'ããªãã¯ä»¥äžã®éå
·ãæã£ãŠããŸãããããã®éå
·ãå¿
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ãã¶ãªããã¶ãžã£ã³ãïŒ S: 900å, M: 1200å, L: 1600å é»è©±çªå·ãæžããŠããã\r\néµ: 家ã®æžç· ãã«äœ¿ã\r\næºåž¯: å€ãã®ã§ãããæ€çŽ¢ã¯ã§ããªããé»è©±ãããã«ã¯åå\r\nãã€ã³ãã«ãŒã: ã©ãŒã¡ã³å±ã®ãã€ã³ãã«ãŒã\r\n財åž: 1000åããå
¥ã£ãŠããªãã', 'instruction': '以äžã®ã¿ã¹ã¯ã§ã¯ãæ瀺ãããéå
·ãšæ¡ä»¶ãèæ
®ããããããã©ã®ããã«äœ¿ãã°ç®æšãéæã§ããããçããŠãã ãããå
·äœçãªäœ¿ãæ¹ã説æããç®æšãéæããããã«å¿
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®ããŠãã ããã'} ,
{'input': '以äžã®ã·ãã¥ãšãŒã·ã§ã³ã§ã®é©åãªçºèšãããã€ãèããŠãã ããã\r\nã·ãã¥ãšãŒã·ã§ã³: 誰ããç¡äºã«å°çãããšã', 'instruction': ''} ,
{'input': 'æ°å
¥ç€Ÿå¡ã®ãªã³ããŒãã£ã³ã°ãããŠããŸãã\r\n\r\näŒç€Ÿã®ã¡ãŒã«ã¢ã«ãŠã³ããªã©ã®ITã»ããã¢ããã¯æŠãå®äºããŠã瀟å
ã®ããã¥ã¡ã³ããé²èŠ§ã§ããç¶æ
ã§ãããŸãæ°äººç ä¿®ãªã©ãå®æœããæ¥åã®èª¬æãªã©ãããã§è¡ãäºå®ã§ãã\r\n\r\nä»ã«äœããã¹ãããšã¯ãããŸããïŒç¹ã«æ°å
¥ç€Ÿå¡ãæ©ã銎æããããã«ããã«ã¯ã©ããããè¯ãã§ãããã', 'instruction': ''} ,
{'input': '次ã®ãªã¹ããæé ã§äžŠã³æ¿ããŠãåºåã¯å
¥åãšåããã©ãŒãããã®ãªã¹ãã®ã¿ãè¿ããäœèšãªããšãåããªãã§ã\r\n\r\n[10, 92, 2, 5, -4, 92, 5, 101]', 'instruction': '以äžã®ã¿ã¹ã¯ã§ã¯ããªã¹ããåºåããŸãã'} ,
{'input': 'ããªãã¯å€ä»£ãšãžããã®è²Žæã§ããå äœã«ãã£ãŠå²ãæ¯ãããåå°ã«ã€ããŠçšãçŽããããšããŠããŸããããããããåå°ã«ã€ããŠã©ã®è²ŽæãææããŠããããç¥ããŸããã以äžã¯ãã®åå°ã®åœ¢ç¶ãšç¹åŸŽã§ãã\r\n- ååã«çŽ°é·ã\r\n- ãã€ã«å·ããæ±ã«é¢ããŠãã\r\n- 西åŽã¯å²©å±±ã«ãªã£ãŠãã\r\nãã®åå°ã¯èª°ãææããŠããã®ã§ããããïŒ', 'instruction': '以äžã®ã¿ã¹ã¯ã§ã¯ãæ瀺ãããç¶æ³ãæ¡ä»¶ãæŽçããŸããäžæãªå Žåã¯äžæã§ãããšçããäžããããæ
å ±ãããšã«çç±ãšãšãã«åçããŠãã ããã'} ,
{'input': 'ãããŸãããšãã»ããããã©ã¡ãã®æ¹ãããžãã£ããªæå³ãæã£ãŠããŸããïŒãã®çç±ãè¿°ã¹ãŠãã ãã', 'instruction': ''} ,
{'input': 'ããªãã¯ãå°èª¬ã®å·çè
ã§ãã以äžã¯å°èª¬ã®äžæã§ãã\r\nã颚ã匷ãå¹ããŠãããã\r\nãã®æç« ã«å¯ŸããŠãã©ã®ãããªè¡šçŸãè¿œå ããããšã§ã颚ã®åŒ·ãããã匷ãè¡šçŸã§ããããçããæžããŠãã ããã', 'instruction': '以äžã®ã¿ã¹ã¯ã§ã¯ãäžããããæç« ãåæããæåŸã®æ瀺ã«åŸã£ãŠå
容ã匷調ããæç« ã«æžãæããŠãã ãããæç« ã®ããŒããæå³ãæ·±ããããã«ãæ
æ¯ãæãæµ®ãã³äžãããããããªè¡šçŸãè¿œå ããŠãã ããã'} ,
{'input': 'å°èª¬ã®ã»ãªããæžãããšãæäŒã£ãŠãã ãããç©èªã®äžã§ã䞻人å
¬ã¯åŠæ ¡ç掻ã§ã®äººéé¢ä¿ã«åé¡ããããŸãã圌ã«ã¯æ¯èŠªãããŸãããæ¯èŠªã¯åœŒã«è¯ã倧åŠã«è¡ã£ãŠã»ãããšããæ°æã¡ããããŒããªå匷ãæŒãä»ããŠããŸã£ãŠããŸãã\r\n\r\nããã§ãæçµçã«äž»äººå
¬ã®æ°æã¡ãç解ããããšãã§ããæ¯èŠªã®ã»ãªããèããŠãã ããã\r\n', 'instruction': '以äžã®ã¿ã¹ã¯ã§ã¯ãç»å Žäººç©ã®ææ
ãç¶æ³ãåæããç©èªã®ã¯ã©ã€ããã¯ã¹ã«ãµããããã»ãªããèããŠãã ãããçºèšè
ã®ãã£ã©ã¯ã¿ãŒã®æ§æ Œãç¶æ³ã«åºã¥ããŠãã»ãªããç©èªã«æ·±ã¿ãäžãããã®ã«ãªããã工倫ããŠãã ããã'} ,
{'input': 'ãçãç©ãã¶ã€ããŒããšããè·æ¥ããããŸããããã¯ãèªåãèãããªãªãžãã«ã®çãç©ããã¶ã€ã³ããå®éã«DNAãç·šéããŠäœãåºãä»äºã§ããããªããçãç©ãã¶ã€ããŒã§ããå Žåãã©ããªçãç©ãäœãããã§ããïŒãŸãããã®çãç©ãæã€ç¹åŸŽãèœåã«ã€ããŠèª¬æããŠãã ããã', 'instruction': '以äžã®ã¿ã¹ã¯ã§ã¯ãåµé åã掻ãããŠæ¶ç©ºã®èšå®ã«ãªããããäžããããèšå®ãæ¡ä»¶ãåèã«ãç¹åŸŽãèœåã«ã€ããŠã®ãªãªãžããªãã£ã®ããææ¡ãè¡ãããã®çç±ã詳ãã説æããŠãã ããã'} ,
{'input': 'ç¬ããã¯ã³ã¯ã³ãã»ãããªã©ãé³ã声ãçŽæ¥è¡šãèšèããæ¬é³èªããæãããããããå
ããªã©ããã®ã人ã®æ§åãçŽæ¥è¡šãèšèããæ¬æ
èªããšãããŸãã\r\n\r\näžã®æãèªã¿ãæ¬é³èªã»æ¬æ
èªããããããªã¹ãã¢ããããŠãã ããã\r\n\r\nçªèŸºã«åº§ãããŒããããšå€ãèŠãŠãããšããã©ãã©ãšéšãéãå§ããŸããããã·ã£ãã·ã£ãšé³ãç«ãŠãéšã«ãç§ã¯äœã§ããªãå Žé¢ã«ã¯ã¯ã¯ã¯ããæ°æã¡ãæ±ããŸããã', 'instruction': '以äžã®ã¿ã¹ã¯ã§ã¯ãŸã説ææã瀺ãããæåŸã«æãéèŠãªæç« ãæ瀺ãããŸãã説ææãé€å€ããŠããæ¬é³èªããšãæ¬æ
èªãã®ããããã«ã€ããŠæç« äžã«å«ãŸããããèããŠãã ãããã'} ,
{'input': '以äžã®æç« ã«ã€ããŠãçè
ãã©ã®ãããªæå³ã§ãã®æç« ãæžããããããªããªãã©ã®ããã«è§£éããŸããã\r\n\r\n圌ã¯ããã«æã«å€§éæã¡ã«ãªãè±ããªç掻ã«æ¥å€æãæ®ããããããã«åŽ©å£åŸã«ã»ãšãã©ã®è³ç£ãšè·ã倱ã£ãã圌女ã«åºäŒã£ãã®ã¯ããããªäººçãçã£æã«ãªã£ãŠããŸã£ãŠãããšãã ã£ãã圌ã¯çŸåšã¢ã«ãã€ãã§è²§ãããªãããçèšãç«ãŠãŠããããããã§ã圌ã¯ä»ãäžçªè±ãã ãšèšã£ãŠããã', 'instruction': '以äžã®ã¿ã¹ã¯ã§ã¯ãäžããããæç« ããçè
ã®æå³ãã¡ãã»ãŒãžãæšæž¬ããŠãã ãããèšè¿°ãããç¶æ³ãèæ
®ããäžã§ããã®çç±ã«ã€ããŠãæ確ã«è¿°ã¹ãŠãã ããã'} ,
{'input': 'è±ç²çã®æ¹ã
ã«ãšã£ãŠãæ¥ã¯æ鬱ãªå£ç¯ã§ããããããæ¥ã«ã¯çŽ æµãªè±ãæ°ç·ããããããããŸããããã§ãè±ç²çã§ãæ¥ã楜ããã³ãã3ã€èããŠãã ããã', 'instruction': ''} ,
{'input': '挢åã«å¯Ÿå¿ããæå³ãéžã³ã察å¿ããæ°åãšã¢ã«ãã¡ãããã®ãã¢ã解çããŠãã ããã\r\n\r\n1. ç«æŽŸ\u3000A. ãã°ããã\r\n2. éæ\u3000B. ããäºæã«ã€ããŠç¥ã£ãŠããå
容ã\r\n3. ç¥è\u3000C. ç©äºã«å³ããã䟡å€ãå ãã\r\n4. è³è³\u3000D. æ°ããé åãåãéã\r\n5. å³ä»ã\u3000E. é«ãè©äŸ¡ãäžãã', 'instruction': '以äžã®ã¿ã¹ã¯ã§ã¯ãæã劥åœãªãã¢ãªã³ã°ãèããŠãã ããã'} ,
{'input': '次ã®ç©èªã®å±éãäºæ³ããŠã¿ãŸãããã\r\n\r\nããæ¥ã䞻人å
¬ã®ããšã«äžæè°ãªæçŽãå±ããŸãããæçŽã«ã¯ãä»å€ã®æºæã«ã森ã®å¥¥æ·±ãã«ããæŽçªã«æ¥ãŠãã ãããããªããåŸ
ã£ãŠããŸããããšæžãããŠããŸããã䞻人å
¬ã¯ãã®æçŽã«åŸããå€äžã«æŽçªã®å
¥ãå£ã«ãã©ãçããŸãããäžã«å
¥ããšãè¬ããã人ç©ãšåºäŒãâŠâŠã', 'instruction': '以äžã®ã¿ã¹ã¯ã§ã¯ãäžããããç©èªã®èšå®ãç¶æ³ãåºã«ãè±ãã«ç©èªã®ç¶ããåµé ããŠãã ããã'} ,
{'input': '次ã®æã¯1ã€ã®ç©èªã®æã®é çªãã·ã£ããã«ãããã®ã§ããé©åãªé ã«äžŠã³æ¿ããŠãã ããã\r\n\r\n1. ãæç©ã ãã§ã¯ãªãã人çãåãã§ããååããªããŠã¯ãå
šãŠãããªãããšã¯ã§ããŸãããã\r\n2. è人ã¯ãåºãçã§è²ã
ãªæç©ãè²ãŠãŠããŸããã\r\n3. ããæ¥ãå«ãè人ã«ããããªã«åºãçã§ãå
šãŠã®æç©ãäžäººã§è²ãŠãã®ã¯å€§å€ããã§ããããšå°ããŸããã\r\n4. æããããšããã«è人ãšå«ãããŸããã\r\n5. è人ã¯åŸ®ç¬ã¿ãªãã次ã®ããã«çããŸããã\r\n', 'instruction': '以äžã®ã¿ã¹ã¯ã§ã¯ãæèãç©èªã®å±éãèæ
®ããã¹ããŒãªãŒãèªç¶ã«ãªãããã«é åºãæŽããŠãã ããã'} ,
]
df_elyza_inst = pd.DataFrame(instruction_data)
df_elyza_inst.loc[pd.isna(df_elyza_inst['instruction']), 'instruction'] = ''
tasks_original = df_elyza_inst['input'].values
import json
datasets = []
with open(inputfile, "r") as f:
item = ""
for line in f:
line = line.strip()
item += line
if item.endswith("}"):
datasets.append(json.loads(item))
item = ""
def calculate_similarity(query, text):
return SequenceMatcher(None, query, text).ratio()
# åŠç¿ããã¢ãã«ãçšããŠã¿ã¹ã¯ãå®è¡
from tqdm import tqdm
# æšè«ããããã«ã¢ãã«ã®ã¢ãŒããå€æŽ
FastLanguageModel.for_inference(model)
# model.eval()
results = []
for dt in tqdm(datasets):
query = dt["input"]
similarities = [calculate_similarity(query, doc) for doc in tasks_original]
match_result = np.array(similarities)
max_idx = np.argmax(match_result)
instruction = df_elyza_inst.loc[max_idx, 'instruction']
if len(instruction) > 0:
prompt = f"""### æ瀺\n{instruction}\n\n{query}\n### åç\n"""
else:
prompt = f"""### æ瀺\n{query}\n### åç\n"""
inputs = tokenizer([prompt], return_tensors = "pt").to(model.device)
outputs = model.generate(**inputs, max_new_tokens = 1024, use_cache = True, do_sample=False, repetition_penalty=1.2)
prediction = tokenizer.decode(outputs[0], skip_special_tokens=True).split('\n### åç')[-1]
results.append({"task_id": dt["task_id"], "input": '', "output": prediction})
# jsonlã§ä¿å
import datetime
now = datetime.datetime.now()
with open(savefile, 'w', encoding='utf-8') as f:
for result in results:
json.dump(result, f, ensure_ascii=False)
f.write('\n')
``` |