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c374021 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 | """
experiments/
============
Pluggable experiment modules for the VLM Image Captioning pipeline.
ablation_study.py — Cross-attention mask ablation (BLIP / ViT-GPT2)
cross_attention_patterns.py — Architecture comparison table
parameter_sweep.py — beam_size / length_penalty / max_length sweep
data_prep_analysis.py — Before vs after caption quality filtering
vqa_experiment.py — Visual Question Answering demo (BLIP-VQA)
"""
from .ablation_study import (
build_ablation_mask,
evaluate_blip_ablation,
run_ablation_study,
ABLATION_MODES,
)
__all__ = [
"build_ablation_mask",
"evaluate_blip_ablation",
"run_ablation_study",
"ABLATION_MODES",
]
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