{
  "id": 435251,
  "title": "For beginner some queries",
  "url": "/competitions/bengaliai-speech/discussion/435251",
  "author_name": "Md. Rasel Meya",
  "post_date": "2023-08-28T13:59:02.296000",
  "votes": 3,
  "comment_count": 2,
  "views": 0,
  "content": "<p>I am Bangladeshi, so joining this competition is very interesting, and learning new things to analyze with Bengali language is very grateful to me. When I decided to join this competition I saw that there is metadata (25GB size) and I was a little afraid of how to manage it.<br>\nSomeone describe some steps so I can follow to use this data</p>",
  "messages": [
    {
      "id": 2415283,
      "postDate": "2023-08-30T08:15:09.410Z",
      "content": "<ol>\n<li>Train on a subsample of the dataset. I have managed to get a good public score just using 4% data.</li>\n<li>Training takes time. You can start from a already pretrained model on Bengali dataset. If you start from scratch, make sure to checkpoint everything. </li>\n<li>You can use the public notebooks for references.</li>\n</ol>\n<p>Hope it covers all of your questions. Best of luck!</p>",
      "rawMarkdown": "1. Train on a subsample of the dataset. I have managed to get a good public score just using 4% data.\n2. Training takes time. You can start from a already pretrained model on Bengali dataset. If you start from scratch, make sure to checkpoint everything. \n3. You can use the public notebooks for references.\n\nHope it covers all of your questions. Best of luck!",
      "votes": 3
    },
    {
      "id": 2412784,
      "postDate": "2023-08-28T13:59:02.297Z",
      "content": "<p>I am Bangladeshi, so joining this competition is very interesting, and learning new things to analyze with Bengali language is very grateful to me. When I decided to join this competition I saw that there is metadata (25GB size) and I was a little afraid of how to manage it.<br>\nSomeone describe some steps so I can follow to use this data</p>",
      "rawMarkdown": "I am Bangladeshi, so joining this competition is very interesting, and learning new things to analyze with Bengali language is very grateful to me. When I decided to join this competition I saw that there is metadata (25GB size) and I was a little afraid of how to manage it.\nSomeone describe some steps so I can follow to use this data",
      "votes": 3
    },
    {
      "id": 2414518,
      "postDate": "2023-08-29T17:43:18.897Z",
      "rawMarkdown": "",
      "isDeleted": true
    }
  ],
  "comments": [
    {
      "id": 2415283,
      "author_name": "Umong Sain",
      "author_url": "",
      "post_date": "2023-08-30T08:15:09.410000",
      "content": "<ol>\n<li>Train on a subsample of the dataset. I have managed to get a good public score just using 4% data.</li>\n<li>Training takes time. You can start from a already pretrained model on Bengali dataset. If you start from scratch, make sure to checkpoint everything. </li>\n<li>You can use the public notebooks for references.</li>\n</ol>\n<p>Hope it covers all of your questions. Best of luck!</p>",
      "votes": 3,
      "replies": []
    },
    {
      "id": 2414518,
      "author_name": "",
      "author_url": "",
      "post_date": "2023-08-29T17:43:18.897000",
      "content": "",
      "votes": 0,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2415283": "1. Train on a subsample of the dataset. I have managed to get a good public score just using 4% data.\n2. Training takes time. You can start from a already pretrained model on Bengali dataset. If you start from scratch, make sure to checkpoint everything. \n3. You can use the public notebooks for references.\n\nHope it covers all of your questions. Best of luck!",
    "2412784": "I am Bangladeshi, so joining this competition is very interesting, and learning new things to analyze with Bengali language is very grateful to me. When I decided to join this competition I saw that there is metadata (25GB size) and I was a little afraid of how to manage it.\nSomeone describe some steps so I can follow to use this data",
    "2414518": ""
  }
}