PEFT
flan
opt
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+ ---
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+ datasets:
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+ - SirNeural/flan_v2
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+ metrics:
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+ - perplexity
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+ tags:
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+ - flan
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+ - opt
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+ - peft
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+ ---
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+ facebook/opt-2.7b finetuned with prefix tuning (https://arxiv.org/abs/2101.00190) with the FLAN datasets (https://arxiv.org/pdf/2210.11416.pdf).
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+ 24 token prefix finetuned over 3.7m new tokens of a FLAN task mixture.
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+
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+ It reaches a train ppl of 5.95 and an eval ppl of 4.50