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State of the Project #3

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6 tasks

pizzabug opened this issue Feb 19, 2023 · 0 comments

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pizzabug commented Feb 19, 2023 •

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Current state of the project.

Codebase

Offering well-documented documentation of project at various levels of understanding for transparency.
Bring in-line with standard model loading and checkpoints to ensure compatibility.

Data

Large-scale source of training data, clearly identified with details about licenses of image data.
Clear documentation on labelling and obtaining data, for transparency.

Training

Scaling training needs to be achieved; identified colossal-ai as a likely backend to speed up training.
Completing TPU training and general portability of code for training to allow accessibility for fine-tuning.

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