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cs.LG2024
Natural GaLore: Accelerating GaLore for memory-efficient LLM Training and Fine-tuning
Arijit Das
Training LLMs presents significant memory challenges due to growing size of data, weights, and optimizer states. Techniques such as data and model parallelism, gradient checkpointi…
cs.LG2024★ 1 cited
Online Learning under Haphazard Input Conditions: A Comprehensive Review and Analysis
Rohit Agarwal, Arijit Das, Alexander Horsch +2
The domain of online learning has experienced multifaceted expansion owing to its prevalence in real-life applications. Nonetheless, this progression operates under the assumption…