Course: quantization-fundamentals

[Dev Only] Debug Info

tRPC Context Version:

{
  "courseVersionId": null
}

Course Data (getCourseBySlug):

{
  "courseId": 35,
  "name": "Quantization Fundamentals",
  "slug": "quantization-fundamentals",
  "type": "short_course",
  "progress": -1,
  "maintenanceMode": false,
  "releasedAt": "2024-04-15T08:00:00+00:00",
  "nextCourseSlug": null,
  "wpData": {
    "courseName": "Quantization Fundamentals with Hugging Face",
    "courseDescription": "Learn how to quantize any open-source model. Learn to compress models with the Hugging Face Transformers library and the Quanto library.",
    "coursePartner": [
      {
        "title": "Hugging Face",
        "logo": "https://home-wordpress.deeplearning.ai/wp-content/uploads/2024/05/hugging-face.png"
      }
    ],
    "courseTopic": [
      "Generative Models",
      "Compression and Quantization",
      "MultiModal",
      "Transformers"
    ],
    "courseLevel": "Beginner",
    "courseDuration": null,
    "marketingSlug": "quantization-fundamentals-with-hugging-face",
    "videoThumbnail": "https://home-wordpress.deeplearning.ai/wp-content/uploads/2024/04/YouTube-Thumbnails-32.png"
  },
  "certProgress": 0,
  "accomplishmentProgress": 0,
  "lessons": {
    "nzd9g": {
      "index": 1,
      "slug": "nzd9g",
      "name": "Introduction",
      "type": "video",
      "videoId": 267,
      "time": 193,
      "programId": null,
      "chatbotId": null,
      "iframeUrl": null,
      "quizId": null,
      "progress": 0,
      "readingMaterialId": null,
      "accessControl": "full",
      "requiredUserTier": "pro",
      "features": {
        "saveNotebookToolbar": false,
        "saveNotebookCustomjsEnabled": false
      }
    },
    "aeoy8": {
      "index": 2,
      "slug": "aeoy8",
      "name": "Handling Big Models",
      "type": "video",
      "videoId": 268,
      "time": 306,
      "programId": null,
      "chatbotId": null,
      "iframeUrl": null,
      "quizId": null,
      "progress": 0,
      "readingMaterialId": null,
      "accessControl": "full",
      "requiredUserTier": "pro",
      "features": {
        "saveNotebookToolbar": false,
        "saveNotebookCustomjsEnabled": false
      }
    },
    "eznaz": {
      "index": 3,
      "slug": "eznaz",
      "name": "Data Types and Sizes",
      "type": "video_notebook",
      "videoId": 269,
      "time": 1051,
      "programId": 8019,
      "chatbotId": null,
      "iframeUrl": null,
      "quizId": null,
      "progress": 0,
      "readingMaterialId": null,
      "accessControl": "full",
      "requiredUserTier": "pro",
      "features": {
        "saveNotebookToolbar": true,
        "saveNotebookCustomjsEnabled": true
      }
    },
    "mehrg": {
      "index": 4,
      "slug": "mehrg",
      "name": "Loading Models by data type",
      "type": "video_notebook",
      "videoId": 270,
      "time": 934,
      "programId": 8020,
      "chatbotId": null,
      "iframeUrl": null,
      "quizId": null,
      "progress": 0,
      "readingMaterialId": null,
      "accessControl": "full",
      "requiredUserTier": "pro",
      "features": {
        "saveNotebookToolbar": true,
        "saveNotebookCustomjsEnabled": true
      }
    },
    "sz3vz": {
      "index": 5,
      "slug": "sz3vz",
      "name": "Quantization Theory",
      "type": "video_notebook",
      "videoId": 271,
      "time": 911,
      "programId": 8021,
      "chatbotId": null,
      "iframeUrl": null,
      "quizId": null,
      "progress": 0,
      "readingMaterialId": null,
      "accessControl": "full",
      "requiredUserTier": "pro",
      "features": {
        "saveNotebookToolbar": true,
        "saveNotebookCustomjsEnabled": true
      }
    },
    "hdm09": {
      "index": 6,
      "slug": "hdm09",
      "name": "Quantization of LLMs",
      "type": "video",
      "videoId": 272,
      "time": 408,
      "programId": null,
      "chatbotId": null,
      "iframeUrl": null,
      "quizId": null,
      "progress": 0,
      "readingMaterialId": null,
      "accessControl": "full",
      "requiredUserTier": "pro",
      "features": {
        "saveNotebookToolbar": false,
        "saveNotebookCustomjsEnabled": false
      }
    },
    "vwxa6": {
      "index": 7,
      "slug": "vwxa6",
      "name": "Conclusion",
      "type": "video",
      "videoId": 273,
      "time": 47,
      "programId": null,
      "chatbotId": null,
      "iframeUrl": null,
      "quizId": null,
      "progress": 0,
      "readingMaterialId": null,
      "accessControl": "full",
      "requiredUserTier": "pro",
      "features": {
        "saveNotebookToolbar": false,
        "saveNotebookCustomjsEnabled": false
      }
    }
  },
  "subtopics": {},
  "listing": [
    {
      "timeFrame": null,
      "moduleLabel": "Module 1",
      "name": null,
      "content": [
        {
          "key": "nzd9g",
          "type": "lesson"
        },
        {
          "key": "aeoy8",
          "type": "lesson"
        },
        {
          "key": "eznaz",
          "type": "lesson"
        },
        {
          "key": "mehrg",
          "type": "lesson"
        },
        {
          "key": "sz3vz",
          "type": "lesson"
        },
        {
          "key": "hdm09",
          "type": "lesson"
        },
        {
          "key": "vwxa6",
          "type": "lesson"
        }
      ],
      "progress": 0
    }
  ],
  "totalDurationSeconds": 3850,
  "lastAccessTime": null,
  "reviewsCnt": 0,
  "activeVersionIds": []
}