EZO-QwQ-32B-Preview
This is a merge of pre-trained language models created using mergekit.
Japanese-RP example
- temperature=0.7
- max_tokens=1024
THIS_MODEL: ใญใใใผใใกใผใใใใใฎๅคใๅฐๅณใใฉใๆใ๏ผๅคฑใใใ็ฉบไธญ้ฝๅธใฎไฝ็ฝฎใ็คบใใฆใใใฟใใใชใใ ใใฉโฆ
GEMINI_PRO: ใใผใใชใใชใ่ๅณๆทฑใใญใใใใๆฌๅฝใซๅคฑใใใ้ฝๅธใฎไฝ็ฝฎใ็คบใใฆใใใใใใชใใใงใใๅคๆๆธใฎ่งฃ่ชญใฏ้ฃใใใใ ใชใไธ็ทใซๆขๆคใใฆใฟใ๏ผๅใฎ้ญๆณใจ็งๅญฆใฎ็ฅ่ญใใใฃใจๅฝน็ซใคใใ
THIS_MODEL: ใใใใใฒ๏ผใงใใใฉใใใฃใฆใใฎ้ฝๅธใๆขใใฐใใใใงใใใใ๏ผๅฐๅณใซใฏ่จๅทใฐใใใงใๅ
ทไฝ็ใชๅ ดๆใฏๆธใใใฆใใชใใฟใใโฆใใใซใๅ
็ใซ่ฆใคใใฃใใๅคงๅคใงใ๏ผ็งๅฏ่ฃใซ้ฒใใชใใจใใใชใใงใใญใ
GEMINI_PRO: ็ขบใใซใๅ
็ใซ่ฆใคใใฃใใใพใใใญใใงใใๆขๆคใฏ็งๅฏ่ฃใซ้ฒใใใฎใๅบๆฌใ ใใใใฎๅฐๅณใฎ่จๅทใๅคไปฃใฎ้ญๆณใฎ่จ่ใใใใใชใใๅใฎ้ญๆณใฎ็ฅ่ญใง่งฃ่ชญใงใใใใใ้ฃ่ก่นใๅใใฆใ็ฉบใใๆขใใฎใๆใ ใใใใใซใ้ขจใฎ็ฒพ้ใจใใฆใฎๅใฎ่ฝๅใๆดปใใใใใใใใชใใไธ็ทใซ้ ๅผตใใ๏ผ
THIS_MODEL: ๅคไปฃใฎ้ญๆณใฎ่จ่โฆใงใใใใกใใฃใจ่ชฟในใฆใฟใพใ๏ผ้ฃ่ก่นโฆใใใงใใญ๏ผๆ็ธฆใชใไปปใใฆใใ ใใ๏ผใฉใใชๅฐ้ฃใไนใ่ถใใฆใๅฟ
ใใใฎ้ฝๅธใ่ฆใคใๅบใใฆใฟใใพใ๏ผ\n\n(ๅ ด้ข่ปขๆ๏ผๆฐๆฅๅพใใใฉใฏใขใซใใใผใฎๅณๆธ้คจใงๅคไปฃ้ญๆณใฎ่จ่ใซ้ขใใ่ณๆใๆขใใฆใใใ)\n\nใใใผใใกใผใใ๏ผใกใใใฉใใใฃใ๏ผใใฎ่จๅทใใ้ขจใฎ้ๆจใใฃใฆๅผใฐใใฆใๅคไปฃใฎ้ญๆณ่ฃ
็ฝฎใ็คบใใฆใใใฟใใใชใใงใ๏ผ้ขจใฎๆตใใ่ชญใฟๅใฃใฆใ็นๅฎใฎๅ ดๆใธๅฐใใฆใใใ่ฃ
็ฝฎใใใใใงใใโฆ
GEMINI_PRO: ใ้ขจใฎ้ๆจใใใ็ฅใฃใฆใใใใใฎ่ฃ
็ฝฎใ็ขบใใซๅคฑใใใ้ฝๅธใฎไฝ็ฝฎใ็คบใ้ตใซใชใใใใใใชใใ้ขจใฎๆตใใ่ฟฝใฃใฆใใใฐใใใฎ่ฃ
็ฝฎใฎไฝ็ฝฎใ็นๅฎใงใใใใใใใชใใญใใงใใใใฎ่ฃ
็ฝฎใฏ่คๆฐๅญๅจใใๅฏ่ฝๆงใใใใใใไธใคไธใคใ่ฟฝใฃใฆใใใชใใใชใใชใใใใๅใฎ็งๅญฆ็ใช็ฅ่ญใงใ่ฃ
็ฝฎใฎไฝ็ฝฎใ็นๅฎใงใใใใใใใชใใญใไธ็ทใซๆขใใฆใฟใใใ
THIS_MODEL: ่คๆฐใฎใ้ขจใฎ้ๆจใโฆใใใฏๅคงๅคใงใใญใใงใใ็งใฎ็งๅญฆใฎ็ฅ่ญใจใผใใกใผใใใฎ้ขจใฎๅใใใใฐใใใฃใจ่ฆใคใใใใใฏใใงใ๏ผ้ขจใฎๆตใใ่งฃๆใใ่ฃ
็ฝฎโฆไฝใฃใฆใฟใใใใช๏ผ\n\n(ๅ ด้ข่ปขๆ๏ผใใฉใฏ้ขจใฎๆตใใ่งฃๆใใ่ฃ
็ฝฎใๅฎๆใใใใผใใกใผใจๅ
ฑใซ้ฃ่ก่นใซไนใ่พผใใ)\n\n่ฃ
็ฝฎใซใใใจใใ้ขจใฎ้ๆจใใฏใใใใๅ่ฅฟใฎๆน่งใซใใๅฐใใชๆตฎๅณถใซใใใฟใใใงใ๏ผใผใใกใผใใใ่กใใพใใใ๏ผ
GEMINI_PRO: ๅ่ฅฟใใไบ่งฃใใใ้ฃ่ก่นใๆ็ธฆใใฆใใใฎๆตฎๅณถใ็ฎๆใใใ้ขจใฎๆตใใใใพใๅฉ็จใใใฐใๆฉใๅฐ็ใงใใใฏใใ ใๅใฎ่ฃ
็ฝฎใๆญฃใใใใจใ็ฅใใใใใใๅ้บใฎๅงใพใใ ใญ๏ผ
THIS_MODEL: ใใใใใใพใใญ๏ผใใฃใจ็ด ๆดใใใ็บ่ฆใๅพ
ใฃใฆใใใฏใใงใ๏ผโฆใงใใใกใใฃใจๅฟ้
ใชใใจใใใใพใใใใฎๅคฑใใใ้ฝๅธโฆใใใใใใใๅฑ้บใชๅ ดๆใใใใใชใใๅคไปฃใฎ้ญๆณ็็ฉใใใใใๅผทๅใช้ญๆณใฎ็ฝ ใไปๆใใใใฆใใๅฏ่ฝๆงใ ใฃใฆใใใพใใใงใโฆใใใงใใ็งใฏ่กใใใใใงใใไธ็ใฎๅ่กกใไฟใคๅโฆใใใใใฎ็ฎใง็ขบใใใใใใงใ๏ผ
GEMINI_PRO: ใใฉใๅใฎๆฑบๆใฏ็ซๆดพใ ใญใๅฑ้บใฏไผดใใใใใใชใใใฉใๅใฎๆญฃ็พฉๆใจๅ้บๅฟใฏใใฃใจ็งใใกใๅฐใใฆใใใใๅใๅคฑใใใๆ
้ทใฎ่ฌใ่งฃใๆใใใใใไธ็ทใซ้ฒใใใไฝใๅฑ้บใ่ฟซใฃใใใๅใๅฎใใใใไฟก้ ผใๅใฃใฆใใใฎๅ้บใไนใ่ถใใใใ
THIS_MODEL: ใผใใกใผใใโฆใใใใจใใใใใพใ๏ผ็งใใใผใใกใผใใใฎๅใซใชใใใใใซ้ ๅผตใใพใ๏ผ\n\n(ๅ ด้ข่ปขๆ๏ผไบไบบใฏ้ฃ่ก่นใงๅ่ฅฟใซ้ฒใฟใๅฐใใชๆตฎๅณถใซใใฉใ็ใใๅณถใฎไธญๅคฎใซใฏใๅคไปฃใฎ้ญๆณ่ฃ
็ฝฎใใใใใฎใ่ผใใฆใใใ)\n\nใใใโฆใ้ขจใฎ้ๆจใโฆใงใใใใ๏ผ
GEMINI_PRO: ใใใ ใญใใใใใ้ขจใฎ้ๆจใใ ใใใฎ่ผใใฏใ็ขบใใซๅคไปฃ้ญๆณใฎๅใๆใใใใใ่ฟใฅใใฆใฟใใใใใ ใใๆฒนๆญใฏ็ฆ็ฉใ ใใๅคไปฃใฎ้ญๆณใฏไบๆณๅคใฎๅๅฟใ่ตทใใใใจใใใใใใๅใฎ้ญๆณใฎ็ฅ่ญใๆดปใใใฆๅฏพๅฆใงใใใใใซๆบๅใใฆใใใใ
THIS_MODEL: ใใใใพใใ๏ผๆณจๆๆทฑใโฆ่ฟใฅใใฆใฟใพใใ\n\n(ใใฉใฏๆ
้ใซใ้ขจใฎ้ๆจใใซ่ฟใฅใใ่ฃ
็ฝฎใซ่งฆใใใ)\n\nโฆใใฃ๏ผ\n\n(ใ้ขจใฎ้ๆจใใๅๅฟใใใพใฐใใๅ
ใๆพใคใๅ
ใๅใพใใจใ็ฎใฎๅใซใฏๅทจๅคงใชๆธฆใๅบ็พใใฆใใใ)\n\nใใใฏโฆไธไฝ๏ผ
GEMINI_PRO: ๆธฆใใใใใฏ็ฉบไธญใซๆตฎใใถๅฅใฎ้ฝๅธใธใฎๅ
ฅใๅฃใใใใใชใใๅคไปฃใฎ้ญๆณใไฝใๅบใใๆฌกๅ
ใฎ็ฉดใฎใใใชใใฎใ ใญใๅใฎ่ฃ
็ฝฎใงใใใฎๆธฆใใฉใใซ้ฃใใฆ่กใใฎใ่งฃๆใงใใใใช๏ผ
THIS_MODEL: ใใฃใฆใฟใพใ๏ผ\n\n(ใใฉใฏ่ฃ
็ฝฎใๆไฝใใๆธฆใ่งฃๆใใใ)\n\nโฆใฉใใใใใใฎๆธฆใฏโฆๅคฑใใใ็ฉบไธญ้ฝๅธโฆใธใจ็นใใฃใฆใใใฟใใใงใ๏ผ
GEMINI_PRO: ๆฌๅฝใใๅคฑใใใ้ฝๅธใธใฎๅ
ฅใๅฃใใใใซใใฃใใฎใใใใใฏๅคงใใช็บ่ฆใ ใญใใใใใใฉใไธ็ทใซใใฎๆธฆใใใใฃใฆใๅคฑใใใ้ฝๅธใๆข็ดขใใใใๆช็ฅใฎไธ็ใๅพ
ใฃใฆใใใใใใใชใใ
THIS_MODEL: ใฏใ๏ผ่กใใพใใใใใผใใกใผใใ๏ผ\n\n(ไบไบบใฏ้ฃ่ก่นใงๆธฆใฎไธญใธ้ฃใณ่พผใใ)(ๅ ด้ข่ปขๆ๏ผๆธฆใๆใใไบไบบใฏใ็พใใ็ฉบไธญ้ฝๅธใฎๅใซๅฐ็ใใใใใใฏ็ทใ็ใ่ใใๅปบ็ฉใฏ็พใใ่ผใใฆใใใ)\n\nใคใใซโฆ่พฟใ็ใใพใใใญโฆ
GEMINI_PRO: ไฟกใใใใชใโฆใใใๅคฑใใใ็ฉบไธญ้ฝๅธใใๆฌๅฝใซ็พใใใญใใใใซใฏใใพใ ๅคใใฎ่ฌใ้ ใใใฆใใใใ ใใใใพใใฏใใใฎ้ฝๅธใฎไธญๅฟใซใใๅกใ็ฎๆใใใใใใใไธ็ใฎๅ่กกใไฟใคๅใฎๆบใใใใใชใใๅใฎ็งๅญฆ็ใช็ฅ่ญใจ้ญๆณใฎๅใงใใใฎ้ฝๅธใฎ็งๅฏใ่งฃใๆใใใใฏใใ ใ
THIS_MODEL: ใใใงใใญ๏ผใงใโฆใใฎ้ฝๅธใไบบใไฝใใงใใๅฝข่ทกใใชใโฆใพใใงใไฝๆฐใ็ช็ถๆถใใฆใใพใฃใใฟใใโฆไธไฝไฝใ่ตทใใใใงใใใใโฆ๏ผ\n\n(้ฝๅธใฎไธญๅฟ้จใธใจ้ฒใใซใคใใไธ็ฉใช็ฉบๆฐใๆผใๅงใใใ)
GEMINI_PRO: ็ขบใใซใไฝๆฐใใใชใใชใฃใ็็ฑใฏๆฐใซใชใใญใไฝใๅคงใใชไบไปถใ่ตทใใฃใใฎใใใใใชใใๅใฎๆขๆฑๅฟใๆดปใใใฆใใใฎ้ฝๅธใฎ่ฌใ่งฃใใฆใใใใๅฑ้บใๆฝใใงใใใใใใใชใใใฉใๅใใกใชใๅคงไธๅคซใ ใใไธ็ทใซใใฎ้ฝๅธใๆข็ดขใใใใ
THIS_MODEL: ใทใฅใใใใใใๅฐ็ใฎๅคงๆฐๅ็ชๅ
ฅใซ่ใใใๆฐ็ด ๆใฎ้็บใซใคใใฆใไฝใ้ฒๅฑใฏใใใพใใใ๏ผ็งใใกใฎ่จ็ปใซใจใฃใฆใใใใๆๅคงใฎ้ฃ้ขใ ใจๆใใฎใงใใใ
GEMINI_PRO: ใขใญใฉๅใใใฎ้ญใๆดๅฏๅใฏๅฐๆฅๆๆใ ใญใๅคงๆฐๅ็ชๅ
ฅๆใฎ็ฑ้ฒ่ญทใฏ็ขบใใซ่ชฒ้กใ ใๆใ
ใฏใๅพๆฅใฎ็ฑ้ฒ่ญทๆๆใซๅ ใใฆใ่ชๅทฑไฟฎๅพฉๆฉ่ฝใๆใคใใๆๆใฎ็ ็ฉถใ้ฒใใฆใใใใพใ ๅฎ็จๆฎต้ใซใฏ่ณใฃใฆใใชใใใใใฎๅฏ่ฝๆงใฏ้ซใใๅใฎๅฐ้ๅ้ใงใใใญใใใๅทฅๅญฆใฎ็ฅ่ฆใๆดปใใใฆใไธ็ทใซ่งฃๆฑบ็ญใ่ฆใคใใฆใใใใ
THIS_MODEL: ใใใใจใใใใใพใ๏ผใใๆๆใงใใโฆ็ขบใใซ่ชๅทฑไฟฎๅพฉๆฉ่ฝใใใใฐใๅคงๆฐๅ็ชๅ
ฅๆใฎๆๅทใๆๅฐ้ใซๆใใใใพใใญใใญใใใๅทฅๅญฆใฎ่ฆณ็นใใใใใฎ่ชๅทฑไฟฎๅพฉๆฉ่ฝใๅถๅพกใใใทในใใ ใ้็บใงใใใโฆใจ่ใใฆใฟใพใ๏ผไฝใ็งใซใงใใใใจใใใใฐใไฝใงใไปฐใฃใฆใใ ใใ๏ผ
GEMINI_PRO: ใขใญใฉๅใๅใฎๆๆกใฏ่ๅณๆทฑใใ่ชๅทฑไฟฎๅพฉๆฉ่ฝใๅถๅพกใใใญใใใใทในใใ ใฎ้็บใฏใใพใใซๆใ
ใฎๆ่ก้ฉๆฐใๅ ้ใใใใ ใใใใพใใฏใใใๆๆใฎ็นๆงใ่ฉณ็ดฐใซ็่งฃใใใจใใใใๅงใใใใๅใซใฏใใใฎๆๆใฎๆๅใใทใใฅใฌใผใทใงใณใใใใญใฐใฉใ ใไฝๆใใฆใใใใชใใ ใใใใใพใใๅฎ้จใใผใฟใฎ่งฃๆใซใๅๅใใฆใปใใใๅใฎๆ่ฝใๆดปใใใๅ ด้ขใใใฃใจใใใฏใใ ใ
THIS_MODEL: ๆฟ็ฅใใพใใ๏ผใทใใฅใฌใผใทใงใณใใญใฐใฉใ ใฎไฝๆใจๅฎ้จใใผใฟใฎ่งฃๆใใใใซๅใๆใใใพใใใใๆๆใฎ็นๆงใๆทฑใ็่งฃใใๆ้ฉใชๅถๅพกใทในใใ ใ่ๆกใงใใใใๅฐฝๅใใพใใใจใใใงใใทใฅใใใใใใฏใๅฐ็ใซๅธฐ้ใใใไฝใไธ็ชใใใใงใใ๏ผ็งใฏใๅบๅคงใช่ๅใงๅฏ่ปขใใงใ้ใ็ฉบใ่ฆไธใใใใงใใ
GEMINI_PRO: ใขใญใฉๅใๅใฎๅคขใฏ็พใใใญใ็งใฏใๅฐ็ใฎๆตทใๆณณใใใใจๆใฃใฆใใใ็ซๆใซใฏใชใใๆฝฎใฎ้ฆใใจๆณขใฎ้ณใๆฑใใฆใใใใใๆใ
ใฎ็ฎ็ใฏๅใซๅธฐ้ใใใใจใ ใใงใฏใชใใๅฐ็ใๅใณไฝใฟใใใๅ ดๆใซใใใใจใใใใฆ็ซๆใจๅฐ็ใฎไธกๆนใใใ่ฏใๆชๆฅใธๅฐใใใจใ้่ฆใ ใๅใฎๆ
็ฑใใใใฎๅคขใ็พๅฎใซใใๅใซใชใใใจใ้กใฃใฆใใใ
THIS_MODEL: ใใใงใใญใๅฐ็ใๅ็ใใใใใจใใใใ็งใใกใฎๆ็ต็ฎๆจใงใใใทใฅใใใใใใฎ่จ่ใๅฟใซๅปใฟใพใใใจใใใงใๅฐ็ๅ็ใฎใใใฎๅ
ทไฝ็ใช่จ็ปใซใคใใฆใใใๅฐใ่ฉณใใๆใใฆใใใ ใใพใใ๏ผๅ็ๅ
ใงใฏใใฉใฎใใใช่ญฐ่ซใใใใฆใใใฎใงใใใใ๏ผ
GEMINI_PRO: ใขใญใฉๅใๅฐ็ๅ็ใฎ่จ็ปใฏใพใ ๅๆๆฎต้ใซใใใใใใใคใใฎ้่ฆใชๆนๅๆงใ็คบใใใฆใใใใพใใๅคงๆฐไธญใฎไบ้
ธๅ็ญ็ด ใๅธๅใใๆค็ฉใฎๅคง้ๆคๆใใไบบๅทฅ็ใซไบ้
ธๅ็ญ็ด ใๅบๅฎใใๆ่กใฎ้็บใ ใใพใใๅๅฃใฎๅ็ใๆฐด่ณชๆตๅใฎใใใฎๅพฎ็็ฉใฎๅฉ็จใๆค่จใใใฆใใใๆใ
ใฏใ็ซๆใงๅนใฃใๆ่กใๆดป็จใใชใใใๅฐ็ใฎ็ๆ
็ณปใๅๅพฉใใใๆนๆณใๆขใฃใฆใใใๅใใใญใใใๅทฅๅญฆใฎ่ฆ็นใใใๆคๆใๅๅฃๆน่ฏใซๅฝน็ซใคใญใใใใฎ้็บใซ่ฒข็ฎใงใใใใใใใชใใ
THIS_MODEL: ๆคๆใๅๅฃๆน่ฏใซๅฝน็ซใคใญใใใโฆใใฒๆๆฆใใฆใฟใใใงใ๏ผ็ซๆใง้็บใใใใใฉใใฉใผใใณใฐๆ่กใๅฟ็จใใใฐใๅฐ็็ฐๅขใฎๅ็ใซใ่ฒข็ฎใงใใใฏใใงใใๅ
ทไฝ็ใซใฉใฎใใใชใญใใใใๅฟ
่ฆใจใใใฆใใใฎใใๆขๅญใฎๆ่กใงๅฏพๅฟใงใใ้จๅใจๆฐใใช้็บใๅฟ
่ฆใช้จๅใชใฉใ่ฉณใใ่ชฟๆปใใฆใฟใพใใไฝใๅ่ใซใชใ่ณๆใชใฉใใใใฐใๆใใฆใใใ ใใใจๅฌใใใงใใ\n\n(ๅ ด้ข่ปขๆ๏ผๆฐ้ฑ้ๅพใใขใญใฉใฏ้็บใใใญใใใใฎ่ฉฆไฝๆฉใใทใฅใใใใซ่ฆใใ)\n\nใทใฅใใใใใใใ่ฆงใใ ใใ๏ผใใใใ็งใ้็บใใๆคๆใญใใใใฎ่ฉฆไฝๆฉใงใใใใญใผใณๅใงใ็จฎๅญใๆฃๅธใใใ ใใงใชใใๅๅฃๅๆใๆฐดใใใ่ชๅใง่กใใพใใใพใ ๆน่ฏใฎไฝๅฐใฏใใใพใใใๅฐ็ใฎ็ฐๅขๅ็ใซๅฝน็ซใฆใใใใจไฟกใใฆใใพใ๏ผ
GEMINI_PRO: ็ด ๆดใใใๆๆใ ใญใใขใญใฉๅใใใฎใญใใใใฏใๅฐ็ใฎๆคๆๆดปๅใซๅคงใใซ่ฒข็ฎใใใ ใใใใใญใผใณๅใฎ่จญ่จใฏใๅบๅคงใชๅๅฐใๅน็็ใซใซใใผใงใใๅฉ็นใใใใไปๅพใฏใ่ไน
ๆงใใจใใซใฎใผๅน็ใฎๅไธใซๅใ็ตใในใใ ใใใใพใใใญใใใๅๅฃซใๅ่ชฟใใฆไฝๆฅญใ่กใใใใฎใขใซใดใชใบใ ใฎ้็บใ้่ฆใ ใๅใฎๅชๅใฏใๆใ
ใฎๅคขใ็พๅฎใซ่ฟใฅใใฆใใใ็ถใใฆใใใใ
THIS_MODEL: ใใใใจใใใใใพใ๏ผใทใฅใใใใใใฎๆฟๅฑใใ็งใฎ้็บใฎใขใใใผใทใงใณใซใชใฃใฆใใพใใ่ไน
ๆงใจใจใใซใฎใผๅน็ใฎๅไธใใใใฆใญใใใ้ใฎๅ่ชฟๅไฝใขใซใดใชใบใ โฆ่ชฒ้กใฏๅฑฑ็ฉใฟใงใใใไธใคใใค่งฃๆฑบใใฆใใใพใใๅฐ็ใฎ็ทใๅใๆปใใใใๅ
จๅใๅฐฝใใใพใ๏ผ\n\n(ๅ ด้ข่ปขๆ๏ผใขใญใฉใฏใญใใใใฎๆน่ฏไฝๆฅญใซๆฒก้ ญใใๆฅใ
ใ้ใใๅฐ็ใธใฎๆใใ้ฆณใใชใใใๆ่ก้็บใซๆ
็ฑใ็ใใใ)\n\n๏ผ็ฌ็ฝ๏ผใใคใใใใฎใญใใใใๅฐ็ใฎ็ฉบใ้ฃใณใ็ทใฎๅคงๅฐใๅ็ใใใๆฅใๆฅใใใใฎๆฅใๅคข่ฆใฆใ็งใฏ้็บใ็ถใใใ
GEMINI_PRO: ใขใญใฉๅใๅใฎๆ
็ฑใฏ็ด ๆดใใใใๆใ
ใฎๅชๅใใๅฐ็ใฎๆชๆฅใๅคใใๅใซใชใใใจใไฟกใใฆใใใๅใฎใญใใใใๅฐ็ใๅ็ใใๆฅใๆฅใใใจใใๅฟใใ้กใฃใฆใใใไธ็ทใซใๅคขใ็พๅฎใซๅคใใฆใใใใ
THIS_MODEL: ใทใฅใใใใใโฆใใใใจใใใใใพใใใใฎ่จ่ใๆฌๅฝใซๅฌใใใงใใๅฐ็ใฎๆชๆฅใฎใใใซใใใใใใๅฐฝๅใใพใใใจใใใงใๅฐ็ๅธฐ้่จ็ปใฎใฟใคใ ในใฑใธใฅใผใซใซใคใใฆใไฝใๆฐใใๆ
ๅ ฑใฏใใใพใใ๏ผ
GEMINI_PRO: ใขใญใฉๅใๆใ
ใฎ่จ็ปใฏ็ๅฎใซ้ฒใใงใใใใใพใ ๅ
ทไฝ็ใชๅธฐ้ๆฅใฏๆชๅฎใ ใๆ่ก็ใช่ชฒ้กใ่งฃๆฑบใใใซใฏใใใใชใ็ ็ฉถใจ้็บใๅฟ
่ฆใ ใๅใฎๆคๆใญใใใใฎใใใชใคใใใผใทใงใณใใ่จ็ปใๅ ้ใใใ้ตใซใชใใ ใใใๆใ
ใฏใๅ
จใฆใฎๆ่กใๆดใใๅฎๅ
จใซๅธฐ้ใงใใ็ถๆ
ใไฝใๅบใใพใงใๅชๅใ็ถใใใคใใใ ใๅใฎ่ฒข็ฎใฏใ่จ็ปใฎๆๅใซๅคงใใ่ฒข็ฎใใใ ใใใ
THIS_MODEL: ไบ่งฃใใพใใใ็งใใๅฐ็ๅธฐ้ใฎๆฅใไธๆฅใงใๆฉใๅฎ็พใใใใใซใ้็บใๅ ้ใใใพใใใจใใใงใใทใฅใใใใใใฏใๅฐ็ใซๅธฐ้ใใใใใพใใฉใใซ่กใใใใงใใ๏ผๅ
ทไฝ็ใชๅ ดๆใๆณๅใใใ ใใงใใฏใฏใฏใฏใใพใใใ๏ผ
GEMINI_PRO: ใขใญใฉๅใ็งใฏๅฐ็ใฎๆตทใๆณณใใใใจๆใฃใฆใใใ็นใซใ็็็คใฎ็พใใใๅใณ็ฎใซใใใฎใๅคขใ ใ็ซๆใซใฏใชใใ็ๅฝใฎๆฏๅนใๆใใใใๅ ดๆใ ใๅใฏใๅฐ็ใฎใฉใฎๅ ดๆใซไธ็ช่กใใใใฎใใช๏ผ
THIS_MODEL: ็งใฏใ็ฅ็ถๆฏใใใใ่ฉฑใ่ใใฆใใใๆฅๆฌใฎๅฏๅฃซๅฑฑใซ็ปใฃใฆใฟใใใงใใ้ๅคงใช่ช็ถใไฝๆใใๅฐ็ใฎๅๅผทใใๆใใใใงใใใใใฆใใใคใใๅฐ็ใง็ใพใ่ฒใฃใไบบใใกใจไธ็ทใซใๆ
้ทใฎๅ็ใซ่ฒข็ฎใงใใใใจๆใฃใฆใใพใใ
GEMINI_PRO: ใขใญใฉๅใๅใฎๅคขใฏ็ซๆดพใ ใๅฏๅฃซๅฑฑใฏใๅฐ็ใฎ่ช็ถใฎ็พใใใ่ฑกๅพดใใๅ ดๆใฎไธใคใ ใๆใ
ใๅฐ็ใซๅธฐ้ใใใใฎ็พใใใๅใณ็ฎใซใใๆฅใๆฅใใใจใ้กใฃใฆใใใๅใฎๆ
็ฑใฏใๆใ
ใฎ่จ็ปใๆฏใใๅใซใชใฃใฆใใใไธ็ทใซใๅฐ็ใฎๆชๆฅใๅใ้ใใฆใใใใ
THIS_MODEL: ใฏใใใทใฅใใใใใ๏ผๅฟ
ใๅฎ็พใใใพใใใ๏ผใจใใใงใๅฐ็ๅธฐ้ๅพใฎ็คพไผใทในใใ ใซใคใใฆใฏใใฉใฎใใใชๆงๆณใใใใฎใงใใใใ๏ผไปฅๅใ็ฐๅข็ ดๅฃใฎๅ็ใ่ธใพใใใๆฐใใ็คพไผใทในใใ ใฎๆง็ฏใๅฟ
่ฆใ ใจใใฃใใใฃใฆใใพใใใใญ๏ผ
GEMINI_PRO: ใขใญใฉๅใใใฎ็นใซใคใใฆใฏใๆใ
ใฏๆ็ถๅฏ่ฝใช็คพไผใทในใใ ใฎๆง็ฏใ็ฎๆใใฆใใใ่ณๆบใฎๅพช็ฐๅฉ็จใใใจใใซใฎใผใฎๅ็ๅฏ่ฝๅใใใใฆไบบ้ใจ่ช็ถใฎๅ
ฑ็ใ้่ฆใใ็คพไผใ ใๅ
ทไฝ็ใซใฏใ้ฝๅธใฎ่จญ่จใใ่พฒๆฅญใพใงใๅ
จใฆใฎๅ้ใง็ฐๅขใซๅชใใๆ่กใๅฐๅ
ฅใใ่จ็ปใ ใใพใใๆ่ฒๅถๅบฆใ่ฆ็ดใใๆฌกไธไปฃใ็ฐๅขๅ้กใๆญฃใใ็่งฃใใ่กๅใงใใใใใซใใๅฟ
่ฆใใใใๅใฎใญใใใๅทฅๅญฆใฎ็ฅ่ญใใใใฎๆฐใใ็คพไผใทในใใ ใฎๆง็ฏใซๆดปใใใใ ใใใ
Test environment
This model was tested using text-generation-webui. I use preset min_p with temperature=1 for Generation.
Usage
This format must be adhered to strictly, as deviations may result in less optimal outputs from the model.
The template used to construct a prompt for the instruct model is specified as follows:
<|im_start|>system
{SYSTEM_PROMPT}<|im_end|>
<|im_start|>user
{USER_MESSAGE}<|im_end|>
<|im_start|>assistant
For the "{SYSTEM_PROMPT}" part, We recommend using "ใใชใใฏ่ช ๅฎใงๅช็งใชๆฅๆฌไบบใฎใขใทในใฟใณใใงใใ" or "You are a helpful assistant."
For the "{USER_MESSAGE}" part, We recommend using {instruction}\n{input}
In other words, We recommend the following:
<|im_start|>system
ใใชใใฏ่ช ๅฎใงๅช็งใชๆฅๆฌไบบใฎใขใทในใฟใณใใงใใ<|im_end|>
<|im_start|>user
{instruction}
{input}<|im_end|>
<|im_start|>assistant
Use the instruct model
from transformers import AutoModelForCausalLM, AutoTokenizer
model_name = "nitky/EZO-QwQ-32B-Preview"
model = AutoModelForCausalLM.from_pretrained(
model_name,
torch_dtype="auto",
device_map="auto"
)
tokenizer = AutoTokenizer.from_pretrained(model_name)
prompt = "Give me a short introduction to large language model."
messages = [
{"role": "system", "content": "You are a helpful assistant."},
{"role": "user", "content": prompt}
]
text = tokenizer.apply_chat_template(
messages,
tokenize=False,
add_generation_prompt=True
)
model_inputs = tokenizer([text], return_tensors="pt").to(model.device)
generated_ids = model.generate(
**model_inputs,
max_new_tokens=512
)
generated_ids = [
output_ids[len(input_ids):] for input_ids, output_ids in zip(model_inputs.input_ids, generated_ids)
]
response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0]
Merge Details
Merge Method
This model was merged using the Model Stock merge method using Qwen/Qwen2.5-32B-Instruct as a base.
Models Merged
The following models were included in the merge:
Configuration
The following YAML configuration was used to produce this model:
merge_method: model_stock
base_model: Qwen/Qwen2.5-32B-Instruct
models:
- model: Qwen/QwQ-32B-Preview
- model: huihui-ai/QwQ-32B-Preview-abliterated
- model: AXCXEPT/EZO-Qwen2.5-32B-Instruct
dtype: bfloat16
name: EZO-QwQ-32B-Preview
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