Transformer Decoder Architecture | Deep Learning | CampusX

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The Decoder in a transformer architecture generates output sequences by attending to both the previous tokens (via masked self-attention) and the encoder’s output (via cross-attention). Each decoder layer consists of multi-head self-attention, cross-attention, and feed-forward layers. This structure allows the model to generate coherent sequences by considering both past outputs and relevant input context, making it effective for tasks like text generation and translation.

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⌚Time Stamps⌚

00:00 - Plan of Attack
02:22 - Simplified View
10:10 - Deep Dive into Architecture
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Hello sir,
Because of your great teaching I have learned lot of core things in AI/ML and cracked my 1st job as AI/ML engineer.
Thankyou.

shreedharjagatap
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bhai gaye sir explained really you so much sir gaye aap

NileshPatil-plfj
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Timesteps:
0:00 - plan of attack
1:04 - 2 things to note (prerequisites, architecture on training perspective)
2:21 - Encoder Simplified View
7:43 - Decoder Simplified view
10:08 - Decoder Deep Dive Architecture(Working flow)
19:10 - Masked Multi head attention block
23:58 - cross and Multi-head attention block
29:31 - Feed forward block
37:58 - output block

Shisuiii
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woke up with this notification. Guess I'll be late for the office today 😅

samarth
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It's 01:33 AM, and I was just about to sleep... but then I saw this thumbnail. Guess sleep can wait! 🔥

saurabhbadole
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when a god Decided to go on Earth and teach some machine learning or ai to humans, that was the same day when Nitish Singh was born 💯

soyam
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Please make one tutorial on Physics informed neural network. I just love the way you teach and explain. Thanks

Joya-pwxq
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Amazing, was waiting for your video please complete the playlist ASAP

Syed_Nazmus_Sakib
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Thanks a lot for uploading the video, I was revising the transformer architecture and you uploaded this video. Thanks for that. And, please complete the playlist ASAP❤

anonymousman
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Amazing explanation it stunned me in and out. Great one in layman language

sumanthpichika
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Wow the next video came so fast this time! We are following! Keep up the good work!

meherunfarzana
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Nitish, your teaching is amazing. Pls do one end-to-end project on NLP using a transformer.

anuprauthan
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i feel m pda dunga kisiko ye ase smjhaya sir apne Love you

sagarbhagwani
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Wow... A day when both our videos went live :-) Main dhanya ho gaya...

KumR
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Sir theory and conceptual part complete hone per please code krne ka part bhi please upload krna.

raviparihar
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It's really so nice and explanation video

SumitStar
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Sir please upload part 2 of DSA, btw your DSA lecture was truly helpful and amazing 😅.

Mohd_Monis
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Thank you Sir, I was waiting for this

alokshinde
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sir your explanation is too excellent and can u please share your onenote notebook

RithwikVasa
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When will the new video be uploaded. I started from top and reached here in 6 days. Now am too excited for the next one. Please hurry but with everything you can give

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