Clip56mp4 ✦

Specific (medical, autonomous driving, mobile apps)?

Determine the "accuracy tax" paid for the extreme quantization. 2. Key Research Questions clip56mp4

Measure the Cosine Similarity drift between the original CLIP and the P4 version. Specific (medical, autonomous driving, mobile apps)

How does the 4-bit quantization affect the embedding space compared to FP16? clip56mp4

🏗️ Research Framework 1. Core Objective

Analyze if 4-bit (P4) is the "Goldilocks zone" or if information loss in the vision encoder outweighs the memory savings.