MegaPairs-Standard (Standardized Version) Dataset Summary This is a standardized, high-efficiency version of the JUNJIE99/MegaPairs dataset. Why use this version? The original dataset is distributed as a massive Tar archive containing millions of images, accompanied by a separate JSONL annotation file. The Problem: Using the original format requires extracting terabytes of small files (which can exhaust disk inodes) or writing complex logic to read from archives. It… See the full description on the dataset page: https://huggingface.co/datasets/86Cao/MegaPairs-Standard.
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quantumshield pull 86Cao/MegaPairs-Standard Verify integrity
quantumshield verify 86Cao/MegaPairs-Standard pip install
pip install quantumshield && quantumshield pull 86Cao/MegaPairs-Standard Unverified Model
This model has not been PQC-verified. File integrity cannot be guaranteed against quantum threats.
README.md
MegaPairs-Standard
MegaPairs-Standard (Standardized Version) Dataset Summary This is a standardized, high-efficiency version of the JUNJIE99/MegaPairs dataset. Why use this version? The original dataset is distributed as a massive Tar archive containing millions of images, accompanied by a separate JSONL annotation file. The Problem: Using the original format requires extracting terabytes of small files (which can exhaust disk inodes) or writing complex logic to read from archives. It… See the full description on the dataset page: https://huggingface.co/datasets/86Cao/MegaPairs-Standard.
Intended Uses
This model is registered on the QuantaMrkt quantum-safe registry. This model has not yet been PQC-verified.
Quick Start
# Install the CLI pip install quantumshield # Pull the model quantumshield pull 86Cao/MegaPairs-Standard # Verify file integrity quantumshield verify 86Cao/MegaPairs-Standard
About
MegaPairs-Standard (Standardized Version) Dataset Summary This is a standardized, high-efficiency version of the JUNJIE99/MegaPairs dataset. Why use this version? The original dataset is distributed as a massive Tar archive containing millions of images, accompanied by a separate JSONL annotation file. The Problem: Using the original format requires extracting terabytes of small files (which can exhaust disk inodes) or writing complex logic to read from archives. It… See the full description on the dataset page: https://huggingface.co/datasets/86Cao/MegaPairs-Standard.
Get this model
Pull with QuantumShield
quantumshield pull 86Cao/MegaPairs-Standard Verify signatures
quantumshield verify 86Cao/MegaPairs-Standard