{
  "id": 427019,
  "title": "how to improve the model",
  "url": "/competitions/asl-fingerspelling/discussion/427019",
  "author_name": "Yoobin",
  "post_date": "2023-07-26T06:02:03.402000",
  "votes": 0,
  "comment_count": 2,
  "views": 0,
  "content": "<p>The notebook from the last competition idea has pretty good results but it is still far away from the top ones. I was wondering if anyone has insights on what can be improved for this task. Thank you! Any hints would be great !</p>",
  "messages": [
    {
      "id": 2362172,
      "postDate": "2023-07-27T21:58:27.043Z",
      "content": "<p>If you're using a transformer based model, you can utilize existing architectures from Hugging Face's Transformers instead of defining your own from scratch.</p>",
      "rawMarkdown": "If you're using a transformer based model, you can utilize existing architectures from Hugging Face's Transformers instead of defining your own from scratch."
    },
    {
      "id": 2359310,
      "postDate": "2023-07-26T06:02:03.403Z",
      "content": "<p>The notebook from the last competition idea has pretty good results but it is still far away from the top ones. I was wondering if anyone has insights on what can be improved for this task. Thank you! Any hints would be great !</p>",
      "rawMarkdown": "The notebook from the last competition idea has pretty good results but it is still far away from the top ones. I was wondering if anyone has insights on what can be improved for this task. Thank you! Any hints would be great !"
    },
    {
      "id": 2359819,
      "postDate": "2023-07-26T11:38:48.043Z",
      "rawMarkdown": "",
      "votes": 1,
      "isDeleted": true
    }
  ],
  "comments": [
    {
      "id": 2362172,
      "author_name": "SnowCheetos",
      "author_url": "",
      "post_date": "2023-07-27T21:58:27.043000",
      "content": "<p>If you're using a transformer based model, you can utilize existing architectures from Hugging Face's Transformers instead of defining your own from scratch.</p>",
      "votes": 0,
      "replies": []
    },
    {
      "id": 2359819,
      "author_name": "",
      "author_url": "",
      "post_date": "2023-07-26T11:38:48.043000",
      "content": "",
      "votes": 1,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2362172": "If you're using a transformer based model, you can utilize existing architectures from Hugging Face's Transformers instead of defining your own from scratch.",
    "2359310": "The notebook from the last competition idea has pretty good results but it is still far away from the top ones. I was wondering if anyone has insights on what can be improved for this task. Thank you! Any hints would be great !",
    "2359819": ""
  }
}