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Commits on Feb 5, 2024

• Use lightning for DDP training & mixed precision (#199)

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Commits on Feb 4, 2024

• Add DDP support to metrics (#196)

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Commits on Jan 26, 2024

• Add sample GPT training run (#194)

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• Update dependencies (#192)

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• Simplify dataparallel approach (#191)

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• Make loading device agnostic (#190)

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• Revert-deepspeed (#189)

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Commits on Jan 17, 2024

• Fix deepspeed for single GPU (#187)

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Commits on Jan 16, 2024

• Add deepspeed support (#186)

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Commits on Jan 15, 2024

• Add notebook auto-formatting with vscode (#185)

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Commits on Jan 9, 2024

• Remove abstract resampler class (#183)

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• Add cosine annealing to LR scheduler options (#182)

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• Add learning rate scheduler support

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• Add error handling

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• Fix number of components for activation resampler

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• Default to average metric aggregation across components (#180)

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Commits on Jan 6, 2024

• Add join run cli command (#177)

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• Support multi-GPU training with DataParallel (#178)

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Commits on Jan 5, 2024

• Add partial dataset pre-downloading support (#176)

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• Add hugging face model save/load support (#175)

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• Ensure that the adam reset indices are on the correct device (#174)

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• Add save and load methods to the model (#172)

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Commits on Jan 4, 2024

• Add join sweep method (#173)

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Commits on Jan 3, 2024

• Reduce model complexity (#171)

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• Switch to using named tuples to improve error handling (#169)

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• Simplify stateful pipeline iteration (#170)

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Commits on Jan 2, 2024

• Change the store to require a component dimension (#168)

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• Add pydantic validation (#167)

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• Add context size checks to pre-tokenized datasets (#166)

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Commits on Dec 31, 2023

• Add column name support for source datasets (#165)

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• Add unit/int test separation (#164)

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Commits on Dec 22, 2023

• Make the pipeline support training multiple components (#163)

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Commits on Dec 20, 2023

• Update the metrics to have a components dimension (#162)

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Commits on Dec 17, 2023

• Make the activation store support multiple component dimensions (#160)

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Commits on Dec 16, 2023

• Add component dimension support to the optimizer (#159)

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