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Models/Bloomberg GPT (one-shot)

Bloomberg GPT (one-shot)

Reported on 8 benchmarks across 4 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

  • Reading ComprehensiononRACE
    Accuracy (High)· 2023-03-30
    41.74
    best: 92.6 (ALBERTxxlarge+DUMA(ensemble))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Reading ComprehensiononRACE
    Accuracy (Middle)· 2023-03-30
    54.32
    best: 93.1 (Megatron-BERT (ensemble))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Question AnsweringonCOPA
    Accuracy· 2023-03-30
    86
    best: 100 (PaLM 540B (finetuned) )
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Common Sense ReasoningonWinoGrande
    Accuracy· 2023-03-30
    64.1
    best: 96.1 (ST-MoE-32B 269B (fine-tuned))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Natural Language InferenceonANLI test
    A1· 2023-03-30
    32.9
    best: 81.8 (T5-3B (explanation prompting))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Natural Language InferenceonANLI test
    A2· 2023-03-30
    34.4
    best: 72.5 (T5-3B (explanation prompting))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Natural Language InferenceonANLI test
    A3· 2023-03-30
    37.33
    best: 74.8 (T5-3B (explanation prompting))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564
  • Natural Language InferenceonCommitmentBank
    Accuracy· 2023-03-30
    53.57
    best: 100 (PaLM 540B (finetuned))
    BloombergGPT: A Large Language Model for FinancearXiv:2303.17564