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𝕏 Thomas Wolf(x.com)·· 2 小時前精選AI 評分64
AI 導讀

機器人資料上傳成本大幅降低技巧:將 239 GB 資料集只傳 2.6 MB,約一分鐘完成。

  • 資料集大小:239 GB;差異更新:2.6 MB
  • 傳輸時間:約 1 分鐘
  • 成本:>1 PB 資料傳輸僅約 $500
  • 部署方式:使用 Cloudflare Workers 分發至多雲
推薦理由

此方法可大幅降低機器人資料上傳成本,適合大規模資料同步需求,並可透過 Cloudflare Workers 快速分發至多雲環境。

Thomas Wolf
Thomas Wolf@Thom_Wolf
·2 小時前
𝕏

fun stat from @microagi’s write-up on shipping petabytes of robot data:

they re-uploaded a 239 GB dataset with small changes to Hugging Face. only 2.6 MB went over the network, done in about a minute (!)

and it keeps paying off at scale, because robot recordings are super repetitive (same scenes, same rigs). then @Cloudflare workers fan it all out to any cloud, >1 PB for ~$500

great write-up by the team: https://t.co/O4w4EbnHar

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