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Ajay Jaiswal — most-cited papers & profile · Large Language Models
← authors
·
overview
Ajay Jaiswal
6
papers ·
17
citations ·
14
h-index
University of Delhi · Lovely Professional University · Jawaharlal Nehru Krishi Vishwa Vidyalaya
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Most-cited papers
Junk DNA Hypothesis: Pruning Small Pre-trained Weights Irreversibly And Monotonically Impairs "difficult" Downstream Tasks In Llms
2023 · 13 citations
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
2023 · 2 citations
Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients
2024
From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank Gradients
2024
Top co-authors
Lu Yin
· 3
Shiwei Liu
· 3
Zhangyang Wang
· 3
Jiawei Zhao
· 2
Yuandong Tian
· 2
Zhenyu Zhang
· 2
Cheng-Yu Hsieh
· 1
Gen Li
· 1
Lu Yin
· 1
Michael Bendersky
· 1
Mykola Pechenizkiy
· 1
Shiwei Liu
· 1
Topics
Efficiency
Model Architecture
Fine-Tuning
Training Techniques
Code
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