How I use LLMs
The example-driven, practical walkthrough of Large Language Models and their growing list of related features, as a new entry to my general audience series on LLMs. In this more practical followup, I take you through the many ways I use LLMs in my own life.
Chapters
00:00:00 Intro into the growing LLM ecosystem
00:02:54 ChatGPT interaction under the hood
00:13:12 Basic LLM interactions examples
00:18:03 Be aware of the model you're using, pricing tiers
00:22:54 Thinking models and when to use them
00:31:00 Tool use: internet search
00:42:04 Tool use: deep research
00:50:57 File uploads, addin…
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Chapters (22)
Intro into the growing LLM ecosystem
2:54
ChatGPT interaction under the hood
13:12
Basic LLM interactions examples
18:03
Be aware of the model you're using, pricing tiers
22:54
Thinking models and when to use them
31:00
Tool use: internet search
42:04
Tool use: deep research
50:57
File uploads, adding documents to context
59:00
Tool use: python interpreter, messiness of the ecosystem
1:04:35
ChatGPT Advanced Data Analysis, figures, plots
1:09:00
Claude Artifacts, apps, diagrams
1:14:02
Cursor: Composer, writing code
1:22:28
Audio (Speech) Input/Output
1:27:37
Advanced Voice Mode aka true audio inside the model
1:37:09
NotebookLM, podcast generation
1:40:20
Image input, OCR
1:47:02
Image output, DALL-E, Ideogram, etc.
1:49:14
Video input, point and talk on app
1:52:23
Video output, Sora, Veo 2, etc etc.
1:53:29
ChatGPT memory, custom instructions
1:58:38
Custom GPTs
2:06:30
Summary
Playlist
Uploads from Andrej Karpathy · Andrej Karpathy · 17 of 17
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Stable diffusion dreams of steam punk neural networks
Andrej Karpathy
Stable diffusion dreams of "blueberry spaghetti" for one night
Andrej Karpathy
The spelled-out intro to neural networks and backpropagation: building micrograd
Andrej Karpathy
Stable diffusion dreams of tattoos
Andrej Karpathy
Stable diffusion dreams of steampunk brains
Andrej Karpathy
Stable diffusion dreams of psychedelic faces
Andrej Karpathy
The spelled-out intro to language modeling: building makemore
Andrej Karpathy
Building makemore Part 2: MLP
Andrej Karpathy
Building makemore Part 3: Activations & Gradients, BatchNorm
Andrej Karpathy
Building makemore Part 4: Becoming a Backprop Ninja
Andrej Karpathy
Building makemore Part 5: Building a WaveNet
Andrej Karpathy
Let's build GPT: from scratch, in code, spelled out.
Andrej Karpathy
[1hr Talk] Intro to Large Language Models
Andrej Karpathy
Let's build the GPT Tokenizer
Andrej Karpathy
Let's reproduce GPT-2 (124M)
Andrej Karpathy
Deep Dive into LLMs like ChatGPT
Andrej Karpathy
How I use LLMs
Andrej Karpathy
DeepCamp AI