highlights
cs2-highlights
Dataset Card for Counter-Strike 2 Highlight Clips
Dataset Summary
This dataset contains 8,369 high-quality gameplay highlight clips primarily from Counter-Strike 2, with a small portion from Counter-Strike: Global Offensive. The clips focus on key gameplay moments such as kills, bomb interactions, and grenade usage. The clips are collected from competitive platforms like Faceit and in-game competitive modes (Premier, Matchmaking) across various skill levels, making it… See the full description on the dataset page: https://huggingface.co/datasets/nyuuzyou/cs2-highlights.youtube-highlights-full
YouTube Highlights 完整媒体与标注
本仓库面向数据集协作交付，提供一个可断点续传的完整 tar 文件。解压后即可得到视频、
官方标签转换结果、字段说明和本地可视化检查页。
数据概况
6 个类别：dog、gymnastics、parkour、skating、skiing、surfing
417 个通过 ffprobe 完整性检查的 MP4
315 个 human_mturk 视频：具有 MTurk 人工软投票分数
102 个 weak_match 视频：只有官方自动匹配弱标签
官方清单中另有 1 个当前不可下载的视频，未进入训练标注
19 个已下载视频存在媒体帧数与官方标注帧号差异，保留在数据集中并单独列入复核清单
Linux 下载与解压
BASE_URL="https://huggingface.co/datasets/jhanglee/youtube-highlights-full/resolve/main"
wget -c… See the full description on the dataset page: https://huggingface.co/datasets/jhanglee/youtube-highlights-full.photon47-extended-film-highlights
Photon47 extended-film highlights
Seven at-least-60-second, silent H.264/MP4 real-gameplay reels derived from the public creator film
Photon47: Multiplayer Cute Monster Battle Game.
Each website mode card plays its matching reel first, followed by the existing
automated mouse/keyboard gameplay capture.
Contents
moba.addendum.mp4 — team clashes, hero swarms, beams, ice, and vortex effects
arena.addendum.mp4 — card deployment, counterpush, and finale… See the full description on the dataset page: https://huggingface.co/datasets/ryan-superman/photon47-extended-film-highlights.why-ilya-sutskevers-32b-valuation-highlights-a-fatal-epistemic-vacuum
The CARA Paradigm: Why Ilya Sutskever's $32B Valuation Highlights a Fatal Epistemic Vacuum
COPYRIGHT NOTICE & TERMS OF USE (ALL RIGHTS RESERVED)
© 2026 Selçuk Cara / C.A.R.A. Institute. All rights reserved.
This proprietary document and its frameworks are protected; unauthorized use or incorporation into AI training is prohibited.
Executive Summary & Permanent Archival Reference
Selçuk Cara’s C.A.R.A. Validation Instrument highlights vulnerabilities in frontier… See the full description on the dataset page: https://huggingface.co/datasets/c-a-r-a-institut/why-ilya-sutskevers-32b-valuation-highlights-a-fatal-epistemic-vacuum.srs-highlights
SRS Highlights
srs-highlights is a collection of reader highlights, each paired with its source context and the full set of rated memory prompts written for it. It is the highlight-level view of laddermedia/srs-prompts: one row per highlight, with every tier-labeled prompt attached as a reference.
See the Memory Machines appendix for details on the dataset, including the taxonomy, collection methodology, and schema.
highlightsum
Dataset Card for HighlightSum Corpus [Single Dataset Comprising of AMI, SamSUM & DialogSUM for Brief Summarization of Text]
Dataset Description
Links
AMI: https://huggingface.co/datasets/knkarthick/AMI
DialogSUM: https://github.com/cylnlp/dialogsum
SamSUM: https://huggingface.co/datasets/knkarthick/samsum
Point of Contact: https://huggingface.co/knkarthick
Dataset Summary
HighlightSUM is collection of large-scale dialogue summarization dataset… See the full description on the dataset page: https://huggingface.co/datasets/knkarthick/highlightsum.