Substantial improvements to the nspam model across the board...

utxo the webmaster 🧑‍💻

npub1utx00neqgqln72j22kej3ux7803c2k986henvvha4thuwfkper4s7r50e8

hex

0000634a5b9f6b8feb15cff14be5c5447fe870b5989cdf5387f0426ec15cd185

nevent

nevent1qqsqqqrrffde76u0av2ulu2tuhz5gllgwz6e38xl2wrlqsnwc9wdrpgprpmhxue69uhhyetvv9ujuem4d36kwatvw5hx6mm9qgsw9n8heusyq0el9f99tveg7r0rhcu9tznatuekxt764m78ymqu36c2czdp0

Kind-1 (TextNote)

2026-08-30T22:59:42Z

Substantial improvements to the nspam model across the board, from 92% accurate to 97% accurate (looks small but actually huge... that's what she said)

Also added much better spam detection accuracy in Portuguese, Japanese and Spanish.

Get fucked spammers :wisp_salute:

Rolling out to wisp and dark wisp next week, links to the benchmarks, open weights and dataset below: https://relay.utxo.one/f3884fc371b6fc70fcf61a2d229ba283ccc1ccf7f7af861bd123bcb6baa80fc6.jpg https://huggingface.co/barrydeen/nspam https://huggingface.co/datasets/barrydeen/nspam-corpus

原始 JSON

{
  "kind": 1,
  "id": "0000634a5b9f6b8feb15cff14be5c5447fe870b5989cdf5387f0426ec15cd185",
  "pubkey": "e2ccf7cf20403f3f2a4a55b328f0de3be38558a7d5f33632fdaaefc726c1c8eb",
  "created_at": 1788130782,
  "tags": [
    [
      "imeta",
      "url https://relay.utxo.one/f3884fc371b6fc70fcf61a2d229ba283ccc1ccf7f7af861bd123bcb6baa80fc6.jpg",
      "m image/jpeg",
      "thumbhash DggGDYCJZ2Z+doh/iLh4iPW1X5/u",
      "dim 1920x1440"
    ],
    [
      "emoji",
      "wisp_salute",
      "https://i.nostr.build/ZPY57dBQDlJGmFjV.png"
    ],
    [
      "client",
      "Wisp"
    ],
    [
      "nonce",
      "27949",
      "16"
    ]
  ],
  "content": "Substantial improvements to the nspam model across the board, from 92% accurate to 97% accurate (looks small but actually huge... that's what she said) \n\nAlso added much better spam detection accuracy in Portuguese, Japanese and Spanish.\n\nGet fucked spammers :wisp_salute: \n\nRolling out to wisp and dark wisp next week, links to the benchmarks, open weights and dataset below: \nhttps://relay.utxo.one/f3884fc371b6fc70fcf61a2d229ba283ccc1ccf7f7af861bd123bcb6baa80fc6.jpg\nhttps://huggingface.co/barrydeen/nspam\nhttps://huggingface.co/datasets/barrydeen/nspam-corpus",
  "sig": "84ad6eeb9a101961dae7ad9827f62cf91ea312cecda071ac9440dc5e6a1b14ab08de53325c5e94c9cfd438b4024d1661838e390306ad34181e2e9cb720f17bdd"
}