Course: reinforcement-learning-from-human-feedback
Lesson: introduction
Slug: k1m9r
[Dev Only] Loading...
Slug: k1m9r
[Dev Only] Loading...
[Dev Only] Debug Info
{
"courseVersionId": null
}{
"courseId": 21,
"name": "Reinforcement Learning From Human Feedback",
"slug": "reinforcement-learning-from-human-feedback",
"type": "short_course",
"progress": -1,
"maintenanceMode": false,
"releasedAt": "2023-12-13T08:00:00+00:00",
"nextCourseSlug": null,
"wpData": {
"courseName": "Reinforcement Learning from Human Feedback",
"courseDescription": "Get an introduction to tuning and evaluating LLMs using Reinforcement Learning from Human Feedback (RLHF) and fine-tune the Llama 2 model.",
"coursePartner": [
{
"title": "Google Cloud",
"logo": "https://home-wordpress.deeplearning.ai/wp-content/uploads/2024/06/google-cloud.png"
}
],
"courseTopic": [
"Fine-Tuning",
"Generative Models",
"LLMOps",
"Transformers"
],
"courseLevel": "Intermediate",
"courseDuration": null,
"marketingSlug": "reinforcement-learning-from-human-feedback",
"videoThumbnail": "https://home-wordpress.deeplearning.ai/wp-content/uploads/2023/12/21_reinforcement-learning-from-human-feedback.jpg"
},
"certProgress": 0,
"accomplishmentProgress": 0,
"lessons": {
"k1m9r": {
"index": 1,
"slug": "k1m9r",
"name": "Introduction",
"type": "video",
"videoId": 154,
"time": 246,
"programId": null,
"chatbotId": null,
"iframeUrl": null,
"quizId": null,
"progress": 0,
"readingMaterialId": null,
"accessControl": "full",
"requiredUserTier": "pro",
"features": {
"saveNotebookToolbar": true,
"saveNotebookCustomjsEnabled": false
}
},
"wrlyg": {
"index": 2,
"slug": "wrlyg",
"name": "How does RLHF work",
"type": "video",
"videoId": 155,
"time": 712,
"programId": null,
"chatbotId": null,
"iframeUrl": null,
"quizId": null,
"progress": 0,
"readingMaterialId": null,
"accessControl": "full",
"requiredUserTier": "pro",
"features": {
"saveNotebookToolbar": true,
"saveNotebookCustomjsEnabled": false
}
},
"lxvca": {
"index": 3,
"slug": "lxvca",
"name": "Datasets for RL training",
"type": "video_notebook",
"videoId": 156,
"time": 552,
"programId": 13008,
"chatbotId": null,
"iframeUrl": null,
"quizId": null,
"progress": 0,
"readingMaterialId": null,
"accessControl": "full",
"requiredUserTier": "pro",
"features": {
"saveNotebookToolbar": true,
"saveNotebookCustomjsEnabled": false
}
},
"mvcv6": {
"index": 4,
"slug": "mvcv6",
"name": "Tune an LLM with RLHF",
"type": "video_notebook",
"videoId": 157,
"time": 1458,
"programId": 13009,
"chatbotId": null,
"iframeUrl": null,
"quizId": null,
"progress": 0,
"readingMaterialId": null,
"accessControl": "full",
"requiredUserTier": "pro",
"features": {
"saveNotebookToolbar": true,
"saveNotebookCustomjsEnabled": false
}
},
"wnbcs": {
"index": 5,
"slug": "wnbcs",
"name": "Evaluate the tuned model",
"type": "video_notebook",
"videoId": 158,
"time": 1360,
"programId": 13010,
"chatbotId": null,
"iframeUrl": null,
"quizId": null,
"progress": 0,
"readingMaterialId": null,
"accessControl": "full",
"requiredUserTier": "pro",
"features": {
"saveNotebookToolbar": true,
"saveNotebookCustomjsEnabled": false
}
},
"bm1nn": {
"index": 6,
"slug": "bm1nn",
"name": "Google Cloud Setup",
"type": "notebook",
"videoId": null,
"time": 0,
"programId": 13011,
"chatbotId": null,
"iframeUrl": null,
"quizId": null,
"progress": 0,
"readingMaterialId": null,
"accessControl": "full",
"requiredUserTier": "pro",
"features": {
"saveNotebookToolbar": true,
"saveNotebookCustomjsEnabled": true
}
},
"im2wu": {
"index": 7,
"slug": "im2wu",
"name": "Conclusion",
"type": "video",
"videoId": 159,
"time": 26,
"programId": null,
"chatbotId": null,
"iframeUrl": null,
"quizId": null,
"progress": 0,
"readingMaterialId": null,
"accessControl": "full",
"requiredUserTier": "pro",
"features": {
"saveNotebookToolbar": true,
"saveNotebookCustomjsEnabled": false
}
},
"qp1vd": {
"index": 8,
"slug": "qp1vd",
"name": "Quiz",
"type": "quiz",
"videoId": null,
"time": 0,
"programId": null,
"chatbotId": null,
"iframeUrl": null,
"quizId": "DE0FCA72485C4CA8B6FF5CEF",
"progress": 0,
"readingMaterialId": null,
"accessControl": "locked",
"requiredUserTier": "pro",
"features": {
"saveNotebookToolbar": false,
"saveNotebookCustomjsEnabled": false
}
}
},
"subtopics": {},
"listing": [
{
"timeFrame": null,
"moduleLabel": "Module 1",
"name": null,
"content": [
{
"key": "k1m9r",
"type": "lesson"
},
{
"key": "wrlyg",
"type": "lesson"
},
{
"key": "lxvca",
"type": "lesson"
},
{
"key": "mvcv6",
"type": "lesson"
},
{
"key": "wnbcs",
"type": "lesson"
},
{
"key": "bm1nn",
"type": "lesson"
},
{
"key": "im2wu",
"type": "lesson"
},
{
"key": "qp1vd",
"type": "lesson"
}
],
"progress": 0
}
],
"totalDurationSeconds": 4354,
"lastAccessTime": null,
"reviewsCnt": 0,
"activeVersionIds": []
}