Specific (medical, autonomous driving, mobile apps)?
Use ImageNet-V2 and ImageNet-A to see if quantization introduces "hallucinations" or brittleness. 💡 Key Arguments to Develop Parameter Efficiency: clip56mp4
Determine the "accuracy tax" paid for the extreme quantization. 2. Key Research Questions Specific (medical, autonomous driving, mobile apps)
🏗️ Research Framework 1. Core Objective clip56mp4
Evaluate on MS-COCO and Flickr30K for Image-to-Text and Text-to-Image tasks.
How does the 4-bit quantization affect the embedding space compared to FP16?
Report "Images Per Second" (IPS) improvements on standard consumer hardware.