How does the 4-bit quantization affect the embedding space compared to FP16?
Desired (short technical report vs. full journal paper)? clip56mp4
Analyze if 4-bit (P4) is the "Goldilocks zone" or if information loss in the vision encoder outweighs the memory savings. How does the 4-bit quantization affect the embedding
Report "Images Per Second" (IPS) improvements on standard consumer hardware. clip56mp4
Test on ImageNet-1K and CIFAR-100 .
A "solid paper" on would likely examine its efficiency as a lightweight vision-language model, specifically focusing on its 4-bit quantization (P4) and how it retains performance despite having only 56 million parameters . 📄 Proposed Title:
🏗️ Research Framework 1. Core Objective
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