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Andrej Karpathy(Anthropic Engineer) dropped a full 6-hour course on how to build LLMs from scratch and use it: • 00:00 - Full dive into LLMs • 03:31:23 - Building LLM from scratch • 05:27:43 - How to use LLMs (Karpathy method) This course can replace a $150K Stanford LLM... show more

Morty

4,022 subscribers

15,214 次观看 • 5 天前 •via X (Twitter)

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11 条评论

Apex 的头像

Apex5 天前

This guide really worth a lot

Ricker 的头像

Ricker5 天前

6 hours of pour alpha

Morty 的头像

Morty5 天前

exactly mate

Winter 的头像

Winter5 天前

course access is not equivalent to a $150K degree credential

Argona 的头像

Argona5 天前

damn is there an intermission in there

Morlex 的头像

Morlex5 天前

wow, 6 hours, i need a really some time to watch

AI News Daily 的头像

AI News Daily5 天前

Six hours is a serious gift to the community. I like that the outline separates building a model from learning how to use one, since those skills get blurred online. The real test will be whether people build a tiny experiment after watching. What are you starting with?

magsimich 的头像

magsimich5 天前

Six hours is a serious course

rewind 的头像

rewind5 天前

The 03:31 part is gold

Mahax 的头像

Mahax5 天前

6 hours of alpha

𝑆𝘩𝑜𝑎𝑖𝑏 𝐾𝘩𝑎𝑛 的头像

𝑆𝘩𝑜𝑎𝑖𝑏 𝐾𝘩𝑎𝑛4 天前

👍

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Anthropic Engineer Andrej Karpathy dropped a full 6-hour course on how to build LLMs from scratch and use it: • 00:00 - Deep dive into LLMs • 03:31:23 - Building ChatGPT from scratch • 05:27:43 - How to use LLMs (Karpathy method) This course can replace a $150K Stanford LLM senior degree. Start watching today, then read article below

Anthropic Engineer Andrej Karpathy dropped a full 6-hour course on how to build LLMs from scratch and use it: • 00:00 - Deep dive into LLMs • 03:31:23 - Building ChatGPT from scratch • 05:27:43 - How to use LLMs (Karpathy method) This course can replace a $150K Stanford LLM senior degree. Start watching today, then read article below

Morty

41,140 次观看 • 1 个月前

Andrej Karpathy (Anthropic Team) dropped a full 7-hour course on "Intro and Deep Dive to LLMs and Tokenizer: • 00:00 - Intro to Large Language Models • 00:59:28 - Deep dive into LLMs (Karpathy method) • 03:31:43 - Let s build the GPT Tokenizer This Karpathy guide can replace a $100K Yale LLM senior degree. Start watching right now, then read article below

Andrej Karpathy (Anthropic Team) dropped a full 7-hour course on "Intro and Deep Dive to LLMs and Tokenizer: • 00:00 - Intro to Large Language Models • 00:59:28 - Deep dive into LLMs (Karpathy method) • 03:31:43 - Let s build the GPT Tokenizer This Karpathy guide can replace a $100K Yale LLM senior degree. Start watching right now, then read article below

Morty

45,087 次观看 • 1 个月前

Andrej Karpathy just rewrote the rules of using LLMs: "Prompting is going away. Delete everything, keep Graph." He dropped his full 2-hour course from Stanford on "Graph-Native Research" • 00:00 - Intro to Graph systems • 01:08:09 - LLMs architecture This Karpathy course can replace a $100K Yale LLM senior degree. Start watching right now, then read article below

Andrej Karpathy just rewrote the rules of using LLMs: "Prompting is going away. Delete everything, keep Graph." He dropped his full 2-hour course from Stanford on "Graph-Native Research" • 00:00 - Intro to Graph systems • 01:08:09 - LLMs architecture This Karpathy course can replace a $100K Yale LLM senior degree. Start watching right now, then read article below

Morty

32,111 次观看 • 1 个月前

Andrej Karpathy just rewrote the rules of using LLMs: "Prompting is going away. Delete everything, keep Graph." LLMs → Prompts → Agents → Graphs He dropped his full 2-hour course from Stanford on "Graph-Native Research" • 00:00 - Intro to Graph systems • 01:08:09 - LLMs architecture This Karpathy course can replace a $100K Yale LLM senior degree. Watch it today, then save the full graph engineering guide below

Andrej Karpathy just rewrote the rules of using LLMs: "Prompting is going away. Delete everything, keep Graph." LLMs → Prompts → Agents → Graphs He dropped his full 2-hour course from Stanford on "Graph-Native Research" • 00:00 - Intro to Graph systems • 01:08:09 - LLMs architecture This Karpathy course can replace a $100K Yale LLM senior degree. Watch it today, then save the full graph engineering guide below

Ricker

43,491 次观看 • 1 个月前

Don't waste 2 years learning to build LLMs like Claude & ChatGPT. MIT dropped a 3 hour course on building LLMs from scratch for free. Training → Architecture → Scale. It covers everything about LLMs. • 00:00 - training an LLM • 1:20:46 - LLM architecture from scratch • 2:34:56 - scaling laws for LLMs Anthropic pays $750,000/year to AI engineers in 2026 who master this exact knowledge. Bookmark this & skip Netflix. Give it 4 hours today. Then read the article below.

Don't waste 2 years learning to build LLMs like Claude & ChatGPT. MIT dropped a 3 hour course on building LLMs from scratch for free. Training → Architecture → Scale. It covers everything about LLMs. • 00:00 - training an LLM • 1:20:46 - LLM architecture from scratch • 2:34:56 - scaling laws for LLMs Anthropic pays $750,000/year to AI engineers in 2026 who master this exact knowledge. Bookmark this & skip Netflix. Give it 4 hours today. Then read the article below.

Roan

85,865 次观看 • 1 个月前

Don't waste 2 years learning to use LLMs like Claude & ChatGPT. Andrej Karpathy, the godfather of AI, dropped a 2 hour course on how he personally uses LLMs daily. • 00:00 - LLMs simplified • 22:49 - which LLM to actually use • 42:00 - one prompt for full research • 1:13:57 - how to code with LLMs • 1:37:04 - NotebookLM podcast generation This course will teach you more about using LLMs than most AI engineers learn in their entire career. Bookmark this & give 2 hours today, no matter what. Then read the article below.

Don't waste 2 years learning to use LLMs like Claude & ChatGPT. Andrej Karpathy, the godfather of AI, dropped a 2 hour course on how he personally uses LLMs daily. • 00:00 - LLMs simplified • 22:49 - which LLM to actually use • 42:00 - one prompt for full research • 1:13:57 - how to code with LLMs • 1:37:04 - NotebookLM podcast generation This course will teach you more about using LLMs than most AI engineers learn in their entire career. Bookmark this & give 2 hours today, no matter what. Then read the article below.

Roan

56,500 次观看 • 1 个月前

Met a guy making $1.6 million/year as an LLM engineer. I asked him how he learned LLMs from scratch. He sent me the exact video that got him in. A 1 hour course on how LLMs actually work. He shows how transformers inside LLMs like ChatGPT & Claude are actually built. I watched it last night. Halfway through, I realized LLM architecture is way simpler than they make it look. Bookmark this and read the article below. • 00:00 - LLM foundations • 04:21 - LLM tokenization • 05:43 - LLMs vector embeddings • 22:16 - attention mechanism of LLM • 43:42 - LLM multi head attention

Met a guy making $1.6 million/year as an LLM engineer. I asked him how he learned LLMs from scratch. He sent me the exact video that got him in. A 1 hour course on how LLMs actually work. He shows how transformers inside LLMs like ChatGPT & Claude are actually built. I watched it last night. Halfway through, I realized LLM architecture is way simpler than they make it look. Bookmark this and read the article below. • 00:00 - LLM foundations • 04:21 - LLM tokenization • 05:43 - LLMs vector embeddings • 22:16 - attention mechanism of LLM • 43:42 - LLM multi head attention

Roan

81,533 次观看 • 1 个月前

Stanford just dropped a 1 hour course on how it teaches its AI engineers to train LLMs from scratch. This is the exact way LLMs like ChatGPT & Claude are trained. • 00:00 - LLM Policy Gradient basics • 23:24 - PPO for LLM training • 56:20 - how LLMs learn Chain of Thought • 1:03:50- LLM architecture explained Anthropic pays $750,000/year to engineers who understand this exact knowledge of LLMs. Bookmark this & give 1 hours today, no matter what. It'll be the most productive thing you do this week.

Stanford just dropped a 1 hour course on how it teaches its AI engineers to train LLMs from scratch. This is the exact way LLMs like ChatGPT & Claude are trained. • 00:00 - LLM Policy Gradient basics • 23:24 - PPO for LLM training • 56:20 - how LLMs learn Chain of Thought • 1:03:50- LLM architecture explained Anthropic pays $750,000/year to engineers who understand this exact knowledge of LLMs. Bookmark this & give 1 hours today, no matter what. It'll be the most productive thing you do this week.

Roan

38,783 次观看 • 1 个月前

My friend applied to 200 tech jobs in two years. No PhD. No Stanford. Last month Anthropic offered him $750,000. I asked him how he broke in from zero. He sent me a course that was never supposed to get out. A 3-hour video to build a full LLM from scratch. A developer teaches you exactly how LLMs like ChatGPT and Claude are actually built. I watched it last night. Halfway through, I realized it's embarrassingly simple to break into an AI lab. Bookmark this and read the article below. • 00:00 - intro to LLMs • 05:43 - LLM transformer architecture • 40:24 - training the LLM • 1:30:27 - modernizing the LLM • 2:33:53 - scaling the LLM

My friend applied to 200 tech jobs in two years. No PhD. No Stanford. Last month Anthropic offered him $750,000. I asked him how he broke in from zero. He sent me a course that was never supposed to get out. A 3-hour video to build a full LLM from scratch. A developer teaches you exactly how LLMs like ChatGPT and Claude are actually built. I watched it last night. Halfway through, I realized it's embarrassingly simple to break into an AI lab. Bookmark this and read the article below. • 00:00 - intro to LLMs • 05:43 - LLM transformer architecture • 40:24 - training the LLM • 1:30:27 - modernizing the LLM • 2:33:53 - scaling the LLM

Roan

279,295 次观看 • 2 个月前

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My friend applied to 150 tech jobs in two years. No MIT. No Stanford. Last month Anthropic offered him $750,000. I asked him how he broke in from zero. He sent me the exact video that got him in. A 3-hour course to build a full LLM from scratch. A developer teaches you exactly how LLMs like ChatGPT and Claude are actually built. I watched it last night. Halfway through, I realized I could break into an AI lab in weeks, not years. Bookmark this and read the article below. • 00:00 - intro to building LLMs • 17:58 - LLM tokenization • 01:06:03 - LLM embedding vectors • 02:46:55 - LLM transformer architecture • 03:25:05 - GPT architecture

Roan

52,331 次观看 • 1 个月前

Don't waste 2 years learning to build LLMs like Claude & ChatGPT. Stanford just dropped a 2 hour course on how to build LLMs from scratch Anthropic pays $750,000/year to engineers who understand this exact knowledge of LLMs. Save this and you’ll thank me later

Don't waste 2 years learning to build LLMs like Claude & ChatGPT. Stanford just dropped a 2 hour course on how to build LLMs from scratch Anthropic pays $750,000/year to engineers who understand this exact knowledge of LLMs. Save this and you’ll thank me later

Dean W. Perkins

57,944 次观看 • 11 天前

My friend applied to 300 tech jobs in two years. No MIT. No Stanford. Last month Anthropic offered him $750,000. I asked him how he broke in from zero. He sent me the exact video that got him in. Andrej Karpathy's 3-hour course on building a full LLM from scratch. Anthropic's own researcher shows you how LLMs like ChatGPT & Claude are actually built. I watched it last night. Halfway through, I realized it's embarrassingly simple to break into an AI lab. Bookmark this and read the article below. • 00:00 - intro to LLMs • 12:41 - LLM training pipeline • 31:58 - LLM tools & plugins • 41:14 - LLM transformer architecture • 2:19:02 - scaling the LLM

My friend applied to 300 tech jobs in two years. No MIT. No Stanford. Last month Anthropic offered him $750,000. I asked him how he broke in from zero. He sent me the exact video that got him in. Andrej Karpathy's 3-hour course on building a full LLM from scratch. Anthropic's own researcher shows you how LLMs like ChatGPT & Claude are actually built. I watched it last night. Halfway through, I realized it's embarrassingly simple to break into an AI lab. Bookmark this and read the article below. • 00:00 - intro to LLMs • 12:41 - LLM training pipeline • 31:58 - LLM tools & plugins • 41:14 - LLM transformer architecture • 2:19:02 - scaling the LLM

Roan

287,787 次观看 • 2 个月前

Don't waste 2 years learning to build LLMs like Claude & ChatGPT. Stanford just dropped a 2 hour course on how to build LLMs from scratch. 00:00 - break text into tokens 25:44 - decode a user prompt 35:40 - train the model end to end 1:16:47 - build the architecture from scratch Anthropic pays $750,000/year to engineers who understand this exact knowledge of LLMs. Watch it, then go further with the step-by-step guide below on how to build a system that improves itself.

Don't waste 2 years learning to build LLMs like Claude & ChatGPT. Stanford just dropped a 2 hour course on how to build LLMs from scratch. 00:00 - break text into tokens 25:44 - decode a user prompt 35:40 - train the model end to end 1:16:47 - build the architecture from scratch Anthropic pays $750,000/year to engineers who understand this exact knowledge of LLMs. Watch it, then go further with the step-by-step guide below on how to build a system that improves itself.

Anatoli Kopadze

106,621 次观看 • 1 个月前

My friend applied to 250 tech jobs in two years. No MIT. No Stanford. No PhD. Last month Anthropic offered him $750,000. I asked him how he broke in from zero. He sent me the exact video that got him in. Andrej Karpathy's 4-hour course on "How to build a full LLM from scratch." Anthropic's own researcher gives up the exact playbook behind building LLMs like ChatGPT & Claude. I watched it last night. Halfway through, I realized I could break into an AI lab in months, not years. Bookmark this and read the article below. • 00:00 - LLMs as new OS • 40:58 - LLM tokenization architecture • 53:22 - LLM neural network internals • 1:04:20 - LLM pretraining • 3:21:37 - LLM RLHF & DeepSeek R1

My friend applied to 250 tech jobs in two years. No MIT. No Stanford. No PhD. Last month Anthropic offered him $750,000. I asked him how he broke in from zero. He sent me the exact video that got him in. Andrej Karpathy's 4-hour course on "How to build a full LLM from scratch." Anthropic's own researcher gives up the exact playbook behind building LLMs like ChatGPT & Claude. I watched it last night. Halfway through, I realized I could break into an AI lab in months, not years. Bookmark this and read the article below. • 00:00 - LLMs as new OS • 40:58 - LLM tokenization architecture • 53:22 - LLM neural network internals • 1:04:20 - LLM pretraining • 3:21:37 - LLM RLHF & DeepSeek R1

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Aria Westcott

26,526 次观看 • 1 个月前

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Ex-Google Jeff Dean just dropped a 1-hour lecture on full AI engineering: from LLMs to Graphs 1:45 - LLM from scratch 17:22 - How to use AI models 30:03 - Prompt engineering 52:35 - One human coordinating 100 agents 27 years of building AI at Google, compressed into one hour. Watch it, then read the full guide on Graph engineering below.

Mahax

91,855 次观看 • 1 个月前

He is 18 built an LLM and sold it to Anthropic for $3.2M - and at Stanford shared how to repeat it from scratch: 00:30 - how to build an LLM worth $100k in one evening 21:34 - how one LLM controls 1000 processes at the same time 43:47 - from first prompt to $3.2M from Anthropic after watching I built my first LLM in 60 minutes- a week later Anthropic offered me $100k for the system. save & watch - the article below shows how to build an LLM and sell it to Anthropic for $3.2M from scratch

He is 18 built an LLM and sold it to Anthropic for $3.2M - and at Stanford shared how to repeat it from scratch: 00:30 - how to build an LLM worth $100k in one evening 21:34 - how one LLM controls 1000 processes at the same time 43:47 - from first prompt to $3.2M from Anthropic after watching I built my first LLM in 60 minutes- a week later Anthropic offered me $100k for the system. save & watch - the article below shows how to build an LLM and sell it to Anthropic for $3.2M from scratch

Noisy

45,280 次观看 • 8 天前

Andrej Karpathy explained the 5 shifts that turned LLMs from chatbots into agentic systems: 00:00 - Memory turns chat into personal AI 6:41- Multimodal AI can read the world 16:58 - Thinking models solve harder tasks 24:51 - Search makes LLMs live 30:58 - Tools turn LLMs into workers This is not another video about “prompt engineering.” It is a 40-minute roadmap for the next AI workflow: memory / vision / reasoning / search / tools. Watch today, then read the article below on how to turn LLMs into self-improving agent loops.

Andrej Karpathy explained the 5 shifts that turned LLMs from chatbots into agentic systems: 00:00 - Memory turns chat into personal AI 6:41- Multimodal AI can read the world 16:58 - Thinking models solve harder tasks 24:51 - Search makes LLMs live 30:58 - Tools turn LLMs into workers This is not another video about “prompt engineering.” It is a 40-minute roadmap for the next AI workflow: memory / vision / reasoning / search / tools. Watch today, then read the article below on how to turn LLMs into self-improving agent loops.

Morlex

37,456 次观看 • 2 个月前

Anthropic pays $750,000+ a year for engineers who can build LLMs from scratch. Not how to prompt them. Not how to fine-tune them. Not how to build RAG pipelines. But how to build them from scratch. This 2-hour Stanford lecture teaches you everything. Scaling laws. Data collection. Architecture design. Post-training alignment. Free. From Stanford. Watch first. Then read this. The lecture is the theory. And this article shows you how to actually build it (with code) ↓

Anthropic pays $750,000+ a year for engineers who can build LLMs from scratch. Not how to prompt them. Not how to fine-tune them. Not how to build RAG pipelines. But how to build them from scratch. This 2-hour Stanford lecture teaches you everything. Scaling laws. Data collection. Architecture design. Post-training alignment. Free. From Stanford. Watch first. Then read this. The lecture is the theory. And this article shows you how to actually build it (with code) ↓

Rahul

424,016 次观看 • 3 个月前