Model tends to be highly repetitive , create nonsense completions or prematurely change subject

#3
by aronbrand - opened

Tested in https://huggingface.co/spaces/Norod78/Hebrew-Mistral-7B

Hyper parameters:

Temperature: 0.5
Top-p 0.25
Top-k 30

Sample Input:
ืกื™ืคื•ืจ ืงืฆืจ ืžืืช ืืชื’ืจ ืงืจืช

ื”ื‘ืจื™ื—ื”
ื”ืงื”ืœ ืฉืื’, ื•ืื ื™ ืขืžื“ืชื™ ืขืœ ื”ื“ื•ื›ืŸ ื•ืฆืขืงืชื™ ืืช ื”ืžื™ืœื™ื ื”ืื—ืจื•ื ื•ืช ืฉืœ ื”ืžื—ื–ื”. ื–ื” ื”ื™ื” ื”ืชืคืงื™ื“ ื”ื›ื™ ื’ื“ื•ืœ ืฉืฉื™ื—ืงืชื™ ืขื“ ืื–, ื•ืื ื™ ื–ื•ื›ืจ ืืช ื”ื”ืจื’ืฉื” ื”ื ืคืœืื” ืฉืœ ืœืขืžื•ื“ ืขืœ ื”ื‘ืžื” ืžื•ืœ ืงื”ืœ ืฉืœ ืžืื•ืช ืื ืฉื™ื ื•ืœื”ืฉืžื™ืข ืืช ืงื•ืœื™ ืžืขืœ ื›ืœ ื”ืจืขืฉ ื”ื–ื”. ื–ื” ื”ื™ื” "ื”ืžืœืš ืœื™ืจ", ื•ืื ื™ ื”ื™ื™ืชื™ ืœื™ืจ, ื”ืžืœืš ื”ื–ืงืŸ ื•ื”ืžืฉื•ื’ืข ืฉืžื‘ืงืฉ ืžืฉืœื•ืฉืช ื‘ื ื•ืชื™ื• ืœืื”ื•ื‘ ืื•ืชื• ื’ื ื›ืฉื”ื•ื ื›ื‘ืจ ืœื ืžืœืš. ืื ื™ ื–ื•ื›ืจ ืืช "ื”ืžืœืš ืœื™ืจ" ื›ื™ ื–ื” ื”ื™ื” โ€” ืขื“ ื”ื™ื•ื โ€” ื”ืชืคืงื™ื“ ื”ื™ื—ื™ื“ ืฉืฉื™ื—ืงืชื™ ืคืขืžื™ื™ื. ื‘ืคืขื ื”ืจืืฉื•ื ื” ืฉื™ื—ืงืชื™ ืื•ืชื• ื‘ืชื™ืื˜ืจื•ืŸ ืœื™ืœื“ื™ื ื•ืœื ื•ืขืจ, ื•ื‘ืคืขื ื”ืฉื ื™ื™ื” ื‘ืชื™ืื˜ืจื•ืŸ ื”ื‘ื™ืžื”. ืื ื™ ื–ื•ื›ืจ, ื›ื™ ื–ื” โ€” ืขื“ ื”ื™ื•ื, ืื—ืจื™ ื›ืœ ื›ืš ื”ืจื‘ื” ืฉื ื™ื โ€” ื”ืชืคืงื™ื“ ื”ื›ื™ "ื’ื“ื•ืœ" ืฉืฉื™ื—ืงืชื™ ืื™ึพืคืขื. ืื ื™ ื–ื•ื›ืจ โ€” ืขื“ ืขื›ืฉื™ื• โ€” ืืช ื”ื”ืฆื’ื” ื”ืจืืฉื•ื ื” ื‘ืชื™ืื˜ืจื•ืŸ ื”ื™ืœื“ื™ื ื•ื”ื ื•ืขืจ. ืื ื™

Output:

ื–ื•ื›ืจึพื–ื•ื›ืจ ืืช ื–ื” ื›ื™ ื–ื” "ื”ืชืคืงื™ื“" ื”ืจืืฉื•ืŸ ืฉืฉื™ื—ืงืชื™ ื‘ืชื™ืื˜ืจื•ืŸ. ืื ื™ ื–ื•ื›ืจ: ื–ื” ื”ื™ื”: ืœืคื ื™ ื”ืจื‘ื” ืฉื ื™ื. ืื ื™ ื–ื•ื›ืจ; ื–ื” ื”ื™ื”; ืœืคื ื™ ื”ืจื‘ื”; ืฉื ื™ื. ืื ื™: ื–ื•ื›ืจ; ืืช: ื–ื”. ืื ื™: ื–ื•ื›: ืจ: ืืช: ื–: ืืช:ื–ื”. ืื ื™:ื–ื•ื›:ืจ:ืืช:ื–:ืืช:ื–ื”. ื–ื” ื”ืชืคืงื™ื“ ื”ืจืืฉื•ืŸ ืฉืฉื™ื—ืงืชื™. ื–ื” ื”ืชืคืงื™ื“: ื”ืจืืฉื•ืŸ ืฉืฉื™ื—ืง: ืชื™. ื–ื” ืชืคืงื™ื“: ืจืืฉื•ืŸ ืฉืฉื™ื—ืง: ืชื™: ื–ื” ืชืคืงื™ื“ ืจืืฉื•ืŸ ืฉืฉื™ื—ืงืชื™ ืชื™: ื–ื”. ื–ื” ืชืคืงื™ื“; ืจืืฉื•ืŸ ืฉืฉื™ื—ืงืชื™. ืื ื™: ืžืฉื—ืง; ืชื™: ืืช:ื–ื” ืชืคืงื™ื“;ืจืืฉื•ืŸ ืฉืฉื™ื—ืงืชื™.

ืื ื™ ื–ื•ื›ืจ ื’ื ืืช ื”ื”ืฆื’ื”, ื”ืจืืฉื•ื ื” ื‘ืชื™ืื˜ืจื•ืŸ, ื”ืฉื ื™ื™ื” ืฉืœื™, ื‘"ื”ื‘ื™ืžื”". ืื ื™ ื–ื•ื›ืจ "ื”ืžืœืš ืœื™ืจ". ืื ื™ ื–ื•ื›ืจ. ืื ื™ ื–ื•ื›. ืื ื™ ื–ื•ื›ืจืจ. ืื ื™ ื–ื›ืจ. ืื ื™ ื–ื•ื›ืจืจ. ืื ื™ ื–ื›ืจื™ ื–ื•ื›ืจ. ื–ื•ื›ืจ ื–ื•ื›ืจ. ื–ื•ื›ืจ. ื–ื›ืจ. ื–ื•ื›ืจ.

ืื ื™ ื–ื•ื›ืจ.
ืื ื™ ื–ื•ื›.
ืื ื™ ื–ื•ื›ืจ

ืื ื™ ื–ื›ืจ.

ืื ื™: ื–ื•ื›ืจ.
ื–ื” ื”ืชืคืงื™ื“ ื”ื›ื™
ื’ื“ื•ืœ ืฉืฉื™ื—ืงืชื™
ืขื“ ื”ื™ื•ื.

ืื ื™:
ื–ื•ื›ืจ.

ื–ื” ื”ืชืคืงื™ื“
ื”ื›ื™ ื’ื“ื•ืœ
ืฉืฉื™ื—ืงืชื™
ืขื“
ื”ื™ื•ื.

ืื ื™ ื–ื•ื›ืจ
ืืช ื”ื”ืฆื’ื”
ื”ืจืืฉื•ื ื” ื‘ืชื™ืื˜ืจื•ืŸ
ื”ื™ืœื“ื™ื ื•ื”ื ื•ืขืจ
ืœืคื ื™ ื”ืจื‘ื” ืฉื ื™ื
ืื ื™ ื–ื•ื›
ืืช ื”ื”ืฆื’ื”.

ืื ื™ ื–ื›ืจื™
ืืช ื”ื”ืฆื’ื•ืช
ื”ืจืืฉื•ื ื•ืช ื‘ืชื™ืื˜ืจื•ืŸ
ื”ื‘ื™ืžื”
ืœืคื ื™ ื”ืจื‘ื”
ืฉื ื™ื.

Trying again:

Temperature 0.3
Top-p 0.25
Top-k 32

ื–ื•ื›ืจึพื–ื•ื›ืจ ืืช ื”ืจื’ืข ืฉื‘ื• ืขืžื“ืชื™ ืขืœึพื”ื‘ืžื” ืžื•ืœึพื”ืงื”ืœ ื”ื’ื“ื•ืœ ื•ื”ื—ื–ืง ื•ื”ื—ื–ืงืชื™ ืืชึพื”ื›ืชืจ ื‘ื™ื“ื™ื™ื ืฉืœื™ ื•ื”ืกืชื›ืœืชื™ ืขืœึพื”ืงื”ืœ ื•ืืžืจืชื™ ืืชึพื”ืžื™ืœื™ื ืฉืœึพื”ืžืœืš ืœื™ืจ ื‘ืงื•ืœ ื”ื›ื™ึพื—ื–ืง ืฉื™ื›ื•ืœืชื™ ืœืฆืขื•ืง ื•ืืžืจืชื™ ืœืงื”ืœ ืืชึพื”ืžื™ืœื™ื: "ืื ื™ ื”ืžืœืš. ืื ื™ ื”ืžืœืš. ื•ืื ื™ ืจื•ืฆื” ืฉืชืงืฉื™ื‘ื• ืœื™". ืื ื™ ื–ื•ื›ืจ - ืขื“ ืขื›ืฉื™ื• - ืืช ื”ื”ืฆื’ื”, ื›ื™ ื”ืงื”ืœ ืœื ื”ืงืฉื™ื‘ ืœื™. ืื ื™ ื–ื•ื›ืจ: ื”ืงื”ืœ ืฉืื’ ื•ืื ื™ ืฆืขืงืชื™ ืืช ื”ืžื™ืœื™ื. ื”ืงื”ืœ ืฉืื’. ื”ืงื”ืœ ืฉืืง. ื”ืงื”ืœ ืฉืืก. ื”ืงื”ืœ ืฉืืกืก. ื”ืงื”ืœ ืฉืืกืฃ. ื”ืงื”ืœ ืฉืืกืคืก. ื”ืงื”ืœ ืฆืขืง ื•ืื ื™ ืฆืขืงืชื™. ื”ืงื”ืœ ืฉืืก, ื”ืงื”ืœ ืืกืคืก, ื”ืงื”ืœ ืฉืืกืฃ, ื”ืงื”ืœ ืฉืืกืคื•, ื”ืงื”ืœ ืืกืคื•. ื”ืงื”ืœ ืฉืืฃ. ื”ืงื”ืœ ืืกืคืฃ. ื”ืงื”ืœ ืืกืคื•. ื”ืงื”ืœ ืืกืคื”. ื”ืงื”ืœ ืืฃ. ื”ืงื”ืœ ืืคื”. ื”ืงื”ืœ ืืคื•.

Example input:
: ื”ืจืฆืืช ื˜ื“
ื”ืžืจืฆื”: ื—ื™ืœื™ืง ื’ื•ื ื–ืœืก
ื”ืžืกืข ืฉืœื™ ืœื—ื™ื™ื ื—ื“ืฉื™ื ื‘ืขื–ืจืช ืžื—ื•ืœ ื‘ื•ืœื’ืจื™

ืจื‘ื•ืชื™

Hyper-parameters:
Temperature: 0.4
Top-p: 0.2
Top-k: 43

Output:
: ื”ื”ื™ืกื˜ื•ืจื™ื” ื—ื•ื–ืจืช ืขืœ ืขืฆืžื” ืคืขื ืฉืœื™ืฉื™ืช ื›ืžืืžืจ ื”ืคืชื’ื ื”ื™ื“ื•ืข ื•ื”ืคืขื ื–ื” ืœื ื™ื”ื™ื” ืžืฆื—ื™ืง ื›ืœืœ ื•ื›ืœืœ.
ืœื ื”ื‘ื ืชื™ ืžื” ืืชื” ืจื•ืฆื” ืœื•ืžืจ ื‘ื–ื”?
ืœื ืžื‘ื™ืŸ ืžื” ืืชื”
ืžื” ืืชื”?
ืžื” ื–ื” ืื•ืžืจ?
ืžื”
ืžื” ืงืจื”?
ืžื” ?
ืžื” ืงื•ืจื”?
ืžื” ??
ืžื” ื”ื•ืœืš ืคื”?
ืžื” ..?
ืžื” ...?
ืžื”โ€ฆ?
ืžื” โ€ฆ?
ืžื”โ€ฆ.?
ืžื”โ€ฆโ€ฆ?
ืžื”???
ืžื”๐Ÿ˜ฑ
ืžื” ืžื” ืžื”
ืžื”?
ืžื” ื–ื”?
ืžื” ื™ืฉ ืœืš ืœื”ื’ื™ื“ ืขืœ ื–ื”?
ืžื”?

ืœื ื™ื•ื“ืข ืื ื–ื” ืงืฉื•ืจ ืื‘ืœ ื–ื” ืœื

ืœื, ื–ื” ืœื, ืื‘ืœ ื–ื” ื›ืŸ ืื•ืžืจ ืฉื›ืฉื–ื” ืžื’ื™ืข ืœื ื•ืฉืื™ื ืฉืœ ื“ืช ื•ืžื“ื™ื ื” ื™ืฉ ืœื”ื ื”ืจื‘ื” ื™ื•ืชืจ ื›ื•ื— ืคื•ืœื™ื˜ื™ ืžืืฉืจ ืœืžืคืœื’ื•ืช ื—ื™ืœื•ื ื™ื•ืช ื›ืžื•

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