Sparse-autoencoder

Latest version: v1.10.0

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1.10.0

What's Changed
* Revert-deepspeed by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/189
* Make loading device agnostic by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/190
* Simplify dataparallel approach by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/191
* Update dependencies by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/192
* Add sample GPT training run by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/194


**Full Changelog**: https://github.com/ai-safety-foundation/sparse_autoencoder/compare/v1.9.1...v1.10.0

1.9.1

What's Changed
* Fix deepspeed for single GPU by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/187


**Full Changelog**: https://github.com/ai-safety-foundation/sparse_autoencoder/compare/v1.9.0...v1.9.1

1.9.0

What's Changed
* Remove abstract resampler class by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/183
* Add notebook auto-formatting with vscode by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/185
* Add deepspeed support by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/186


**Full Changelog**: https://github.com/ai-safety-foundation/sparse_autoencoder/compare/v1.8.0...v1.9.0

1.8.0

What's Changed
* Default to average metric aggregation across components by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/180
* Fix number of components in the resampler by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/181
* Add cosine annealing to LR scheduler options by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/182


**Full Changelog**: https://github.com/ai-safety-foundation/sparse_autoencoder/compare/v1.7.0...v1.8.0

1.7.0

What's Changed
* Add join run cli command by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/177


**Full Changelog**: https://github.com/ai-safety-foundation/sparse_autoencoder/compare/v1.6.0...v1.7.0

1.6.0

What's Changed
* Ensure that the adam reset indices are on the correct device by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/174
* Add hugging face model save/load support by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/175
* Add partial dataset support by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/176
* Support training with DataParallel by alan-cooney in https://github.com/ai-safety-foundation/sparse_autoencoder/pull/178


**Full Changelog**: https://github.com/ai-safety-foundation/sparse_autoencoder/compare/v1.5.0...v1.6.0

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