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Bochkov 's Collections
Beyond the Parameter Monolith: Modular Language Modeling
Do Language Models Need a Trainable Input Embedding Table?
Language Models Without a Trainable Input Embedding Table
Emergent Semantics Beyond Token Embeddings
Growing Transformers:Layer-wise Expansion Comparative Study
Tokenizers

Beyond the Parameter Monolith: Modular Language Modeling

updated 3 days ago

This collection is provided for reproducibility of the paper's main claim

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  • Bochkov/fem-multi-mesh-1p7b

    Text Generation • 2B • Updated 2 days ago • 738

  • Bochkov/modular-reasoning-0p5b-g6p5-demo

    Text Generation • 0.5B • Updated 2 days ago • 694

  • Beyond the Parameter Monolith: Reconstructive Memories, Executable Skills, and Residual Assembly for Language Models

    Paper • 2610.04012 • Published 9 days ago • 2
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