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Case 1: for only R2A and R9 features with only two labels
MASTERCLASS: Vision-Language Modeling with CLIP + Custom Architectures in PyTorch
Week 13 – Fine-Tuning Prep & Human-in-the-Loop Validation
Week 14 – Fine-Tuning & Benchmarking the First Model

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Experimentation Dashboard

Explore controlled experiments to understand prompt behavior, score variability, and model determinism.

Contents

Prompt Determinism Test
Float Consistency
Output Tracking Table

Table of contents

Prompt Determinism Test
Float Consistency Analysis
Output Tracking Table