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[MRG] [POC] using langchain to quickly POC training and eval steps #10

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merged 13 commits into from
May 8, 2024

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HuaizhengZhang
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@HuaizhengZhang HuaizhengZhang commented Apr 19, 2024

Closes #8

  • understand stages
  • data loading
  • data engineering
  • model selection (huggingface)
  • model training (wandb)

future PRs

  • model evaluation (fairness, accuracy)
  • model deployment (streamlit)

Before submitting this PR, please make sure you have:

  • confirmed all checks still pass OR confirm CI build passes.
  • verified that any code or assets from external sources are properly credited in comments and/or in
    the credit file.

@HuaizhengZhang
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@huangyz0918 I will use langchain to quickly build several POCs and you can refactor them as you want

@huangyz0918
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@huangyz0918 I will use langchain to quickly build several POCs and you can refactor them as you want

Ok, but I will not use langchain to build the system. PS. please rebase since your OpenAI key are uploaded in the git

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huangyz0918 commented Apr 19, 2024

I am working on using the openAI to load the data tonight, will refer to your poc code

@HuaizhengZhang HuaizhengZhang deleted the hz/platform-selection branch April 30, 2024 18:40
@HuaizhengZhang HuaizhengZhang restored the hz/platform-selection branch April 30, 2024 18:41
@HuaizhengZhang HuaizhengZhang changed the title [WIP] [POC] using langchain to quickly POC all steps [WIP] [POC] using langchain to quickly POC training and eval steps May 8, 2024
@HuaizhengZhang HuaizhengZhang changed the title [WIP] [POC] using langchain to quickly POC training and eval steps [MRG] [POC] using langchain to quickly POC training and eval steps May 8, 2024
@HuaizhengZhang
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@huangyz0918 merge first and will start to test and enhance your code

@HuaizhengZhang HuaizhengZhang merged commit 216ef0b into main May 8, 2024
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@MLSysOps MLSysOps deleted a comment from huangyz0918 May 8, 2024
@huangyz0918 huangyz0918 deleted the hz/platform-selection branch May 8, 2024 15:42
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2 participants