{
  "id": 127220,
  "title": "Rank 93 Solution: Or how you can still win a medal without any model fine-tuning",
  "url": "/competitions/tensorflow2-question-answering/writeups/tensorflowed-rank-93-solution-or-how-you-can-still",
  "author_name": "",
  "post_date": "2020-01-23T00:45:23.936935900Z",
  "votes": 7,
  "comment_count": 4,
  "views": 0,
  "content": "<p>We didn't have the time, skill or resources to fine-tune our model, but that did not prevent us from securing a top 8% rank - it took a lot of perseverance with 90-odd submissions.</p>\n\n<p>The link to the kernel is <a href=\"https://www.kaggle.com/rohitagarwal/rank-93-solution-fork-of-bert-joint-14-changes-37\">here</a>.</p>",
  "messages": [
    {
      "id": "726287",
      "postDate": "01/23/2020 00:45:23",
      "content": "<p>We didn't have the time, skill or resources to fine-tune our model, but that did not prevent us from securing a top 8% rank - it took a lot of perseverance with 90-odd submissions.</p>\n\n<p>The link to the kernel is <a href=\"https://www.kaggle.com/rohitagarwal/rank-93-solution-fork-of-bert-joint-14-changes-37\">here</a>.</p>",
      "rawMarkdown": "We didn't have the time, skill or resources to fine-tune our model, but that did not prevent us from securing a top 8% rank - it took a lot of perseverance with 90-odd submissions.\n\nThe link to the kernel is [here](https://www.kaggle.com/rohitagarwal/rank-93-solution-fork-of-bert-joint-14-changes-37).",
      "votes": null
    },
    {
      "id": "726317",
      "postDate": "01/23/2020 01:05:31",
      "content": "<p>Well done 👍 </p>",
      "rawMarkdown": "Well done 👍",
      "votes": null
    },
    {
      "id": "726395",
      "postDate": "01/23/2020 01:53:16",
      "content": "<p>Thanks!</p>",
      "rawMarkdown": "Thanks!",
      "votes": null
    },
    {
      "id": "726850",
      "postDate": "01/23/2020 09:24:38",
      "content": "<p>Congrats &amp; Thanks for sharing!!🎉 😄 👍 </p>",
      "rawMarkdown": "Congrats &amp; Thanks for sharing!!🎉 😄 👍",
      "votes": null
    },
    {
      "id": "727189",
      "postDate": "01/23/2020 14:18:07",
      "content": "<p>Thanks a lot for your encouragement <a href=\"/mashlyn\">@mashlyn</a> </p>",
      "rawMarkdown": "Thanks a lot for your encouragement @mashlyn",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 726317,
      "author_name": "s4sarath",
      "author_url": "",
      "post_date": "01/23/2020 01:05:31",
      "content": "<p>Well done 👍 </p>",
      "votes": null,
      "replies": [
        {
          "id": 726395,
          "author_name": "rohitagarwal",
          "author_url": "",
          "post_date": "01/23/2020 01:53:16",
          "content": "<p>Thanks!</p>",
          "votes": null,
          "replies": []
        }
      ]
    },
    {
      "id": 726850,
      "author_name": "mashlyn",
      "author_url": "",
      "post_date": "01/23/2020 09:24:38",
      "content": "<p>Congrats &amp; Thanks for sharing!!🎉 😄 👍 </p>",
      "votes": null,
      "replies": [
        {
          "id": 727189,
          "author_name": "rohitagarwal",
          "author_url": "",
          "post_date": "01/23/2020 14:18:07",
          "content": "<p>Thanks a lot for your encouragement <a href=\"/mashlyn\">@mashlyn</a> </p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "726287": "We didn't have the time, skill or resources to fine-tune our model, but that did not prevent us from securing a top 8% rank - it took a lot of perseverance with 90-odd submissions.\n\nThe link to the kernel is [here](https://www.kaggle.com/rohitagarwal/rank-93-solution-fork-of-bert-joint-14-changes-37).",
    "726317": "Well done 👍",
    "726395": "Thanks!",
    "726850": "Congrats &amp; Thanks for sharing!!🎉 😄 👍",
    "727189": "Thanks a lot for your encouragement @mashlyn"
  },
  "source": "meta"
}