compression
datasets-tests-compressionLLM_compression_calibration
LLM Compression Calibration dataset
This dataset is the default calibration dataset used by Neural Magic for one-shot compression of Large Language Models (LLMs).
Note: This dataset is the result of active research and subject to change without notice.
Dataset Details
Dataset Sources
The current version of this dataset is compiled from data from these datasets:
garage-bAInd/Open-Platypus: 10,000 samples
Data Fields
The dataset contains 2 data… See the full description on the dataset page: https://huggingface.co/datasets/neuralmagic/LLM_compression_calibration.comma_video_compression_challenge_pr_archive
comma video compression challenge - PR archive corpus
Card last refreshed: 2026-05-11 (companion research artifacts section
added).
This dataset captures every scored Pull Request submitted to
commaai/comma_video_compression_challenge,
the public 2026 contest to compress comma's 0.mkv reference dashcam video
under perceptual + temporal scorer constraints.
For each scored PR we publish:
archive.zip - the exact compressed-archive bytes that were scored
by the contest evaluation… See the full description on the dataset page: https://huggingface.co/datasets/adpena/comma_video_compression_challenge_pr_archive.codecpilot-compression-decision-dataset
CodecPilot Compression-Decision Dataset
中文简介：这是用于训练和评估“图像压缩参数决策器”的多源数据集。模型的目标不是改变输入格式，而是在保持输入格式不变的前提下，根据图像内容和用户偏好（均衡压缩、极致压缩、尽量原图）预测合适的编码参数，减少反复试编码的成本。
The repository contains immutable image inputs, compression-decision labels, candidate records, manifests, integrity data, and dataset-preparation reports. Images are packaged without re-encoding so the original compressed bytes are preserved.
数据集组件 / Dataset components
The repository intentionally keeps two… See the full description on the dataset page: https://huggingface.co/datasets/winrisef/codecpilot-compression-decision-dataset.fastwam-lerobotImageNet-C-jpeg_compression-severity_5