Writing
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π J++ Lens: Jacobian Filtering Enables More Faithful Workspace Lenses
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π The Strange Science of Interpretability: Recent Papers and a Reading List for the Philosophy of Interpretability
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Shazeer Typing
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π SAEBench: A Comprehensive Benchmark for Sparse Autoencoders
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π Standard SAEs Might Be Incoherent: A Choosing Problem & A βConciseβ Solution
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π MDL-SAEs: Interpretability as Compression
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Mamba Explained
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The Impact of Mixtral
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Descriptive Matrix Operations with Einops
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Dictionary Learning with Sparse AutoEncoders
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An Analogy for Understanding Mixture of Expert Models
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From Sparse To Soft Mixtures of Experts
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DeepSpeed's Bag of Tricks for Speed & Scale