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Andrej Karpathy: Deep Dive into LLMs Like ChatGPT [video]

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Re: Andrej Karpathy: Deep Dive into LLMs Like ChatGPT [video]

#11
post #8
post #3

He's made more than 5 videos covering basically the same topic, of transformer architecture and training. Wonder whats different about this one?

My YouTube videos fall into two tracks: 1. technical track (all the GPT repro series) 2. general audience track For (2), I had a 1hr video from 1 year ago, but I didn't actually expect that video to be some kind of authoritative introduction to LLMs. The history is that I was invited to give an LLM talk (to general audience), prepared some random slides for a day, gave the talk, and then re-recorded the talk in my ho…

I haven’t watched this video yet, but do you plan to create any technical videos in the (1) series on RL in LLMs?

Re: Andrej Karpathy: Deep Dive into LLMs Like ChatGPT [video]

#12
post #5

I wish there were another way to distribute video. Content disappears from youtube eventually, for silly reasons. I think this is important content, the more people know how ai works under the hood the more empowered society will be.

YouTube is known for not deleting videos, and so far the never have (with some obvious exceptions)

Re: Andrej Karpathy: Deep Dive into LLMs Like ChatGPT [video]

#14
post #8

Earlier quoted context omitted.

My YouTube videos fall into two tracks: 1. technical track (all the GPT repro series) 2. general audience track For (2), I had a 1hr video from 1 year ago, but I didn't actually expect that video to be some kind of authoritative introduction to LLMs. The history is that I was invited to give an LLM talk (to general audience), prepared some random slides for a day, gave the talk, and then re-recorded the talk in my ho…

I haven’t watched this video yet, but do you plan to create any technical videos in the (1) series on RL in LLMs?

This would be very welcome as it brings us closer to understanding the secret sauce behind training a real, practical LLM.

Re: Andrej Karpathy: Deep Dive into LLMs Like ChatGPT [video]

#15
post #5

I wish there were another way to distribute video. Content disappears from youtube eventually, for silly reasons. I think this is important content, the more people know how ai works under the hood the more empowered society will be.

If accessible knowledge about how LLMs work ever disappears, it won’t be due to YouTube.

Re: Andrej Karpathy: Deep Dive into LLMs Like ChatGPT [video]

#16
post #8
post #3

He's made more than 5 videos covering basically the same topic, of transformer architecture and training. Wonder whats different about this one?

My YouTube videos fall into two tracks: 1. technical track (all the GPT repro series) 2. general audience track For (2), I had a 1hr video from 1 year ago, but I didn't actually expect that video to be some kind of authoritative introduction to LLMs. The history is that I was invited to give an LLM talk (to general audience), prepared some random slides for a day, gave the talk, and then re-recorded the talk in my ho…

[deleted]

Re: Andrej Karpathy: Deep Dive into LLMs Like ChatGPT [video]

#18
post #10
post #5

I wish there were another way to distribute video. Content disappears from youtube eventually, for silly reasons. I think this is important content, the more people know how ai works under the hood the more empowered society will be.

Do you think videos disappearing is the biggest problem with YouTube from a distribution perspective?

Durability is not a Distribution problem.

Re: Andrej Karpathy: Deep Dive into LLMs Like ChatGPT [video]

#19
post #8
post #3

He's made more than 5 videos covering basically the same topic, of transformer architecture and training. Wonder whats different about this one?

My YouTube videos fall into two tracks: 1. technical track (all the GPT repro series) 2. general audience track For (2), I had a 1hr video from 1 year ago, but I didn't actually expect that video to be some kind of authoritative introduction to LLMs. The history is that I was invited to give an LLM talk (to general audience), prepared some random slides for a day, gave the talk, and then re-recorded the talk in my ho…

I watched that one after finding it randomly! Will give the new one a watch too

Re: Andrej Karpathy: Deep Dive into LLMs Like ChatGPT [video]

#20
post #8
post #3

He's made more than 5 videos covering basically the same topic, of transformer architecture and training. Wonder whats different about this one?

My YouTube videos fall into two tracks: 1. technical track (all the GPT repro series) 2. general audience track For (2), I had a 1hr video from 1 year ago, but I didn't actually expect that video to be some kind of authoritative introduction to LLMs. The history is that I was invited to give an LLM talk (to general audience), prepared some random slides for a day, gave the talk, and then re-recorded the talk in my ho…

Great work! I love your videos; they've taught me so much. Any plans for a Mixture of Experts (MoE) video? My understanding is that starting from GPT4 most advance models use MoE to some extent. For example, can I take the model from your GPT2 video and just change the feed forward layer to an MoE layer like the one found here (1)? I guess I can just try it myself but I enjoy the expert guidance you provide in your videos. Please don't stop! great content!

1. https://github.com/mistralai/mistral-inference/blob/main/src...

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