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Apr 29 โ€ข 7 tweets โ€ข 6 min read Twitter logo Read on Twitter
๐‘จ๐‘น๐‘ฌ ๐’€๐‘ถ๐‘ผ ๐‘ท๐‘จ๐’€๐‘ฐ๐‘ต๐‘ฎ ๐‘จ๐‘ป๐‘ป๐‘ฌ๐‘ต๐‘ป๐‘ฐ๐‘ถ๐‘ต?

6th of December 2017... over FIVE years ago, researchers explored

๐Ÿ”ฅ ๐‘ป๐’“๐’‚๐’๐’”๐’‡๐’๐’“๐’Ž๐’†๐’“๐’” ๐Ÿ”ฅ (the "T" in GPT)

arxiv.org/pdf/1706.03762โ€ฆ

What even ๐‘จ๐‘น๐‘ฌ they??

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต
#100DaysOfChatGPT
Explore Emerging Tech at @AtmanAcademy Image
@AtmanAcademy The truth is, I'm still trying to wrap my head around it...

But got a little bit further last night with the help of #ChatGPT.

I've heard someone describe it like a Rubix Cube (?!) so I knew there was a 3D sorta component to it conceptually.

Let's hop on in!

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต Image
@AtmanAcademy ๐‘ณ๐‘จ๐’€๐‘ฌ๐‘น๐‘บ

๐‘ฏ๐‘ฌ๐‘จ๐‘ซ๐‘บ

๐‘ป๐‘ถ๐‘ฒ๐‘ฌ๐‘ต๐‘บ

Remember these three... that's about all I could take away from all these WORDS

It was a bit more than I was ready to try and digest.

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต ImageImageImageImage
@AtmanAcademy "Explain this like I'm 15"... not like I'm 5, but not like I'm a college graduate either.

THAT's more like it - I can actually follow these!

(Can you?)

Again - say it with me:

๐‘ณ๐‘จ๐’€๐‘ฌ๐‘น๐‘บ

๐‘ฏ๐‘ฌ๐‘จ๐‘ซ๐‘บ

๐‘ป๐‘ถ๐‘ฒ๐‘ฌ๐‘ต๐‘บ

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต ImageImageImageImage
@AtmanAcademy So it's all starting to come together (or come apart?):

Larger Layers,
More Attention Heads and a
Bigger Context Window (more input tokens)

Give the newer models superior performance.

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต Image
@AtmanAcademy That's probably enough to chew on for tonight.

To (try) and summarise:

Layers - enable context abstraction
Heads - gives the "weighting" (or attention) to the words/tokens
Tokens - broken up words and sub-words for processing

So yeah - bigger is better. ๐Ÿค“

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡ Image
@AtmanAcademy Day 93 of #100๐‘ซ๐’‚๐’š๐’”๐‘ถ๐’‡๐‘ช๐’‰๐’‚๐’•๐‘ฎ๐‘ท๐‘ป; exploring, experimenting and growing through interactions with ChatGPT.

If this content inspires you, please: Comment/Like/Retweet/Follow.

GRAB THE CHEAT SHEET from the ChatGPT workshop here:

AtmanAcademy.io

Hop on in!

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡ Image

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More from @NFTMentis

May 1
On Day 45 I explored the AIPRM Plugin:



It's gone from half a million to over a million users in the last 50 days.

Seems a ๐‘ณ๐‘ถ๐‘ป more has been going on under the hood.

Let's hop on in.

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต
#100DaysOfChatGPT
Explore Emerging Tech at @AtmanAcademy Image
@AtmanAcademy When I went to launch it, straight off it was treating me like a new user, so I knew a lot must have changed.

Sign in with Google and verify my email again... hmmm.

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต ImageImageImageImage
@AtmanAcademy ... and we're in!

Interface has been cleaned up quite a bit on their web site.

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต Image
Read 10 tweets
Apr 30
My wife and I visited Yarrangobilly Caves on our way back to Melbourne this week.

Using that story to explain more about the importance of

๐‘ท๐‘น๐‘ฌ-๐‘ณ๐‘ถ๐‘จ๐‘ซ๐‘ฐ๐‘ต๐‘ฎ ๐‘ช๐‘ถ๐‘ต๐‘ป๐‘ฌ๐‘ฟ๐‘ป

What's it even mean?

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต
#100DaysOfChatGPT
Explore Emerging Tech at @AtmanAcademy Image
@AtmanAcademy We saw some translucent, almost transparent soapy looking rock.

My wife was asking me how it could have formed.

I studied Geology undergrad, so I knew a thing about what to ask.

Let's hop on in!

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต Image
@AtmanAcademy "I'm interested in knowing more about the geologic history of the region Yarrangobilly Caves"

Gave me a nice clean breakdown...

Useful, but also ๐’‘๐’“๐’†-๐’๐’๐’‚๐’…๐’” a lot of relevant context for further exploration.

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต Image
Read 7 tweets
Apr 29
I saw this tweet the other day and was curious to explore:



"... ๐’‚๐’”๐’Œ ๐‘ฎ๐‘ท๐‘ป-4 ๐’•๐’ ๐’“๐’†-๐’˜๐’“๐’Š๐’•๐’† ๐’Š๐’• ๐’‡๐’๐’“ ๐’‚ ๐’…๐’Š๐’‡๐’‡๐’†๐’“๐’†๐’๐’• ๐’‡๐’“๐’‚๐’„๐’•๐’‚๐’"...

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต
#100DaysOfChatGPT
Explore Emerging Tech at @AtmanAcademy Image
@AtmanAcademy I love to share FREE TOOLS and mostly try and work with them as well.

The prompt shown was for Midjourney (paid).

I'm going to explore three models available for free at:

@NightcafeStudio

Access to Stable Diffusion and Dalle - love this tool.

Let's hop on in.

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต ImageImage
@AtmanAcademy @NightcafeStudio First up, the prompt from the tweet.

In all cases, I'll share the results in this order as tried:

๐‘ซ๐‘จ๐‘ณ๐‘ณ-๐‘ฌ 2 : Made by OpenAI

๐‘บ๐’•๐’‚๐’ƒ๐’๐’† ๐‘ซ๐’Š๐’‡๐’‡๐’–๐’”๐’Š๐’๐’ ๐’—1.5 : The tried true and tested SD build

๐‘บ๐‘ซ๐‘ฟ๐‘ณ ๐‘ฉ๐’†๐’•๐’‚ : Stable Diffusion's latest and greatest

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต ImageImageImageImage
Read 9 tweets
Apr 27
ChatGPT is super handy when I need to discover or remember information,

... even when I'm unsure of exactly what I'm asking for!

Tonight I compare Google, GPT-3.5 and GPT-4, and their ability to decipher me.

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต
#100DaysOfChatGPT
Explore Emerging Tech at @AtmanAcademy Image
@AtmanAcademy In this thread I'll share the original text I input into all three tools -

๐’…๐’†๐’๐’Š๐’ƒ๐’†๐’“๐’‚๐’•๐’†๐’๐’š ๐’„๐’๐’๐’‡๐’–๐’”๐’Š๐’๐’ˆ ๐’‚๐’๐’… ๐’‚๐’Ž๐’ƒ๐’Š๐’ˆ๐’–๐’๐’–๐’”.

Let's see how they stack up!

Can you guess what I wanted...?

Give it a go with these three examples.

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต Image
@AtmanAcademy "precursors tonsim city"

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต Image
Read 10 tweets
Apr 4
I learned from @ThisIsMeIn360VR that #ChatGPT was trained to an extent on Twitter.

I decided to dig a bit deeper...

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต
#100DaysOfChatGPT
Every Play is a Winner @AtmanAcademy Image
@ThisIsMeIn360VR @AtmanAcademy We were reminded this isn't the most current data... still potentially quite useful.

@TobyWalsh @katecrawford @ellenbroad @SueletteD @Juxi @manjusrii

(Interesting I could still tag six out of the seven of you - hello!)

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต Image
@ThisIsMeIn360VR @AtmanAcademy @TobyWalsh @katecrawford @ellenbroad @SueletteD @Juxi @manjusrii Further digging (more context applied...), and one person in particular rose to the top.

Interestingly enough - ๐’”๐’‰๐’† ๐’‰๐’‚๐’”๐’'๐’• ๐’ƒ๐’†๐’†๐’ ๐’Š๐’ ๐‘จ๐’–๐’”๐’•๐’“๐’‚๐’๐’Š๐’‚ ๐’”๐’Š๐’๐’„๐’† 2012... still, not bad.

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡๐Ÿงต Image
Read 7 tweets
Jan 29
๐Ÿ—๏ธ Today's #100DaysOfChatGPT has a few keys to how I approach conversations. ๐Ÿ—๏ธ

@AtmanAcademy #Web3Education ๐Ÿงต Image
@AtmanAcademy ๐Ÿ—๏ธ Asking for the "basics of *"

๐Ÿ—๏ธ The idea of a "learning journey" really helps it understand I want a logical flow of information

๐Ÿ—๏ธ Context like that it's for "8th grade students" can adjust the proficiency level
@AtmanAcademy Day 2 of #100DaysOfChatGPT; exploring, experimenting and growing through interactions with #ChatGPT.

If this content inspires you, please consider a like/retweet/follow.

Questions/Comments/Observations warmly welcomed - here in reply or in my DMs, which are always open.

๐Ÿ‘€๐Ÿ•ณ๏ธ๐Ÿ‡
Read 4 tweets

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