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Models/GPT-NeoX 20B (1-shot)

GPT-NeoX 20B (1-shot)

Reported on 8 benchmarks across 3 tasks · 1 paper

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

Natural Language Processing8 results

  • Question AnsweringonMultiRC
    F1· 2023-03-30
    22.9
    best: 90.1 (PaLM 540B (finetuned) )
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Question AnsweringonPIQA
    Accuracy· 2023-03-30
    75.8
    best: 90.1 (Unicorn 11B (fine-tuned))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Question AnsweringonBoolQ
    Accuracy· 2023-03-30
    46.4
    best: 99.87 (Mistral-Nemo 12B (HPT))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Common Sense ReasoningonARC (Challenge)
    Accuracy· 2023-03-30
    45.39
    best: 96.4 (GPT-4 (few-shot, k=25))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Common Sense ReasoningonARC (Easy)
    Accuracy· 2023-03-30
    70.79
    best: 95.2 (ST-MoE-32B 269B (fine-tuned))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Common Sense ReasoningonCommonsenseQA
    Accuracy· 2023-03-30
    60.4
    best: 92.54 (GPT-4o (HPT))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Common Sense ReasoningonReCoRD
    F1· 2023-03-30
    67.9
    best: 96.4 (Turing NLR v5 XXL 5.4B (fine-tuned))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Sentence CompletiononHellaSwag
    Accuracy· 2023-03-30
    68.4
    best: 96.1 (CompassMTL 567M with Tailor)
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564