Altay Toktassyn

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Publication activitypapers/week, last 8 weeks

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Computer Vision (1)Multimodal Models (1)Training Efficiency & Optimization (1)

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Jurn-Gyu Park (1)

Papers (1)

Jul 2, 2026

Altay Toktassyn +11w ago

Efficient PEFT Methods with Adaptive Checkpointing for Vision Models and VLMs on Resource Constrained Consumer-GPUs

QLoRA and BitFit deliver substantial energy savings for fine-tuning vision models without sacrificing accuracy, challenging the notion that more resources always yield better performance.

Altay Toktassyn, Jurn-Gyu Park

Computer Vision Multimodal Models Training Efficiency & Optimization

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Altay Toktassyn

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)