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Models/N-Grammer 343M

N-Grammer 343M

Reported on 11 benchmarks across 6 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing10 results

  • Question AnsweringonCOPA
    Accuracy· 2022-07-13
    60
    best: 100 (PaLM 540B (finetuned) )
    N-Grammer: Augmenting Transformers with latent n-gramsarXiv:2207.06366
  • Question AnsweringonMultiRC
    EM· 2022-07-13
    11.3
    best: 69.2 (PaLM 540B (finetuned) )
    N-Grammer: Augmenting Transformers with latent n-gramsarXiv:2207.06366
  • Question AnsweringonMultiRC
    F1· 2022-07-13
    62
    best: 90.1 (PaLM 540B (finetuned) )
    N-Grammer: Augmenting Transformers with latent n-gramsarXiv:2207.06366
  • Question AnsweringonBoolQ
    Accuracy· 2022-07-13
    65
    best: 99.87 (Mistral-Nemo 12B (HPT))
    N-Grammer: Augmenting Transformers with latent n-gramsarXiv:2207.06366
  • Common Sense ReasoningonReCoRD
    EM· 2022-07-13
    28.9
    best: 95.9 (Turing NLR v5 XXL 5.4B (fine-tuned))
    N-Grammer: Augmenting Transformers with latent n-gramsarXiv:2207.06366
  • Common Sense ReasoningonReCoRD
    F1· 2022-07-13
    29.9
    best: 96.4 (Turing NLR v5 XXL 5.4B (fine-tuned))
    N-Grammer: Augmenting Transformers with latent n-gramsarXiv:2207.06366
  • Word Sense DisambiguationonWords in Context
    Accuracy· 2022-07-13
    56.1
    best: 85.3 (COSINE + Transductive Learning)
    N-Grammer: Augmenting Transformers with latent n-gramsarXiv:2207.06366
  • Natural Language InferenceonCommitmentBank
    Accuracy· 2022-07-13
    67.9
    best: 100 (PaLM 540B (finetuned))
    N-Grammer: Augmenting Transformers with latent n-gramsarXiv:2207.06366
  • Natural Language InferenceonCommitmentBank
    F1· 2022-07-13
    59.7
    best: 100 (PaLM 540B (finetuned))
    N-Grammer: Augmenting Transformers with latent n-gramsarXiv:2207.06366
  • Coreference ResolutiononWinograd Schema Challenge
    Accuracy· 2022-07-13
    68.3
    best: 100 (PaLM 540B (fine-tuned))
    N-Grammer: Augmenting Transformers with latent n-gramsarXiv:2207.06366

Medical1 result

  • Language ModellingonC4
    Perplexity· 2022-07-13
    14.79
    best: 12.35 (Primer)
    N-Grammer: Augmenting Transformers with latent n-gramsarXiv:2207.06366