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Dan Padnos

2 accepted papers

2025

Jamba: Hybrid Transformer-Mamba Language Models

ICLR 2025poster

We present Jamba, a novel hybrid Transformer-Mamba mixture-of-experts (MoE) architecture. Jamba interleaves blocks of Transformer and Mamba layers, enjoying the benefits of both model families. MoE is added in some of these layers to increase model capacity while keeping active parameter usage manag…

Cited by 3SourcePDFScholar
2020

Exemplar Guided Active Learning

NeurIPS 2020poster

We consider the problem of wisely using a limited budget to label a small subset of a large unlabeled dataset. For example, consider the NLP problem of word sense disambiguation. For any word, we have a set of candidate labels from a knowledge base, but the label set is not necessarily representativ…

Cited by 4SourcePDFScholar