Victoria Lin

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authored a paper 7 months ago

Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models

Paper • 2411.04996 • Published Nov 7, 2024 • 52

authored a paper 12 months ago

MoMa: Efficient Early-Fusion Pre-training with Mixture of Modality-Aware Experts

Paper • 2407.21770 • Published Jul 31, 2024 • 23

authored a paper about 1 year ago

Nearest Neighbor Speculative Decoding for LLM Generation and Attribution

Paper • 2405.19325 • Published May 29, 2024 • 14

authored 10 papers over 1 year ago

Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM

Paper • 2403.07816 • Published Mar 12, 2024 • 43

Instruction-tuned Language Models are Better Knowledge Learners

Paper • 2402.12847 • Published Feb 20, 2024 • 27

LEVER: Learning to Verify Language-to-Code Generation with Execution

Paper • 2302.08468 • Published Feb 16, 2023 • 1

Efficient Large Scale Language Modeling with Mixtures of Experts

Paper • 2112.10684 • Published Dec 20, 2021 • 2

OPT: Open Pre-trained Transformer Language Models

Paper • 2205.01068 • Published May 2, 2022 • 2

Few-shot Learning with Multilingual Language Models

Paper • 2112.10668 • Published Dec 20, 2021 • 1

OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization

Paper • 2212.12017 • Published Dec 22, 2022 • 1

Stage-wise Fine-tuning for Graph-to-Text Generation

Paper • 2105.08021 • Published May 17, 2021 • 1

RA-DIT: Retrieval-Augmented Dual Instruction Tuning

Paper • 2310.01352 • Published Oct 2, 2023 • 7

In-Context Pretraining: Language Modeling Beyond Document Boundaries

Paper • 2310.10638 • Published Oct 16, 2023 • 30