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Show HN: LLM 100k portfolio management benchmark

github.com

20 points by gqgs 10 months ago · 5 comments · 1 min read

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PoC for something some the potential to yield some interesting results eventually.

victorbjorklund 10 months ago

LLM:s for trading is so stupid. They would only be useful for a small set of tasks that are not normal retail trading either way (for example trying to trade the news by being slightly faster).

  • gqgsOP 10 months ago

    >LLM:s for trading is so stupid.

    That's the hypothesis this experiment is trying to validate but so far I have no reasons to believe they will behave much worse than human portfolio managers.

itake 10 months ago

I don't get why? like the llms wouldn't know the latest earnings reports or news? so what do they bring to the table?

  • gqgsOP 10 months ago

    To optimize their portfolio, the primary objective defined for the LLMs, it is imperative to evaluate the risk-reward ratio, formulate cogent assumptions about future market conditions, and leverage tools and their understanding of human psychology and financial market dynamics.

    This task may be a good proxy to measure how well LLMs are able to coordinate the aforementioned efforts.

  • cowpig 10 months ago

    * List current holdings and recent context

    * Update portfolios based on model decisions

    In the project overview at the top of the readme

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