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interface for downloading/loading wandb & local models #126

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rusheb opened this issue Mar 25, 2023 · 2 comments
Open

interface for downloading/loading wandb & local models #126

rusheb opened this issue Mar 25, 2023 · 2 comments
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enhancement New feature or request wandb anything related to weights & biases integration

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@rusheb
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rusheb commented Mar 25, 2023

Description

Provide an API for downloading and loading a model from Weights & Biases (w&b) and another API for loading a locally stored model. The aim is to enable researchers to seamlessly run experiments on all trained models.

Acceptance Criteria

  • Implement an API for downloading and loading a model from w&b
  • Implement an API for loading a locally stored model

Additional Notes

  • Consider updating load_model_with_configs to accept a local run.
  • Evaluate the current file structure for saving local runs and consider using the w&b artifact cache instead.
  • Investigate storage limits for w&b, as this could become a limiting factor
@mivanit mivanit changed the title As a researcher I want a simple interface for downloading models that other researchers have trained interface for downloading/loading wandb & local models Mar 31, 2023
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mivanit commented Jun 16, 2023

@traeuker
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Seems like a mix of "sort of done" and maybe "not worth spending too much more time on it?" @mivanit I put it in your hands

@traeuker traeuker assigned traeuker and mivanit and unassigned traeuker Jun 28, 2023
@mivanit mivanit added wandb anything related to weights & biases integration enhancement New feature or request labels Sep 4, 2023
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Labels
enhancement New feature or request wandb anything related to weights & biases integration
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