#transformer models | Explore Tumblr Posts and Blogs

lesbianchemicalplant · 11 months

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speaking of transformers—when my professor for Deep Learning was introducing them to us (working up from the intuition of what could arguably be improved from RNNs/GRUs/LSTMs/Seq2Seq), he paused for a moment to say:

….and what this resulted in is a paper in 2017 called “Attention Is All You Need”, that introduced an architecture for machine translation called the Transformer model. As a side note, I think it's a terrible name for a neural network architecture, because basically every neural net is a transformer... it transforms an input to an output. I don't know why this one gets to claim that name in particular. Anyway. That's what it's called :/

(the delivery is missing, but you could hear the mix of…. professional yet very clear disappointment / frustration / resentment at the name. especially the “I don't know why this one gets to claim that name in particular” bit)

#He's Right 😹#imagine having a paper title as cool and snappy and playful as Attention Is All You Need #and then just naming your actual architecture the ''transformer'' model #(this is paraphrased from memory but sent to my gf in a discord DM shortly after it happened)#(so it was still fresh at the time)#my posts #deep learning #transformer models #machine learning

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larahug · 3 months

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OMG I FORGOT TO PROVIDE AN ORIGINAL FILE OF MY SPINNY BOI ON TUMBLR

Spread this fucker

seeing them everywhere gives me so much joy lol

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webcluesinfotechstuff · 11 months

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Generative AI can change the game for the retail industry It is a branch of artificial intelligence that can create new content, such as images, text, music, and more. It has many applications in retail, such as personalizing product recommendations, generating realistic product images, creating engaging marketing content, and optimizing inventory management. Generative AI can transform customer experiences and business efficiency in various ways. Moreover, there are several advantages and challenges of generative AI for retail to consider and it is essential to understand how you can use it for your own business.

To read the blog and learn more about generative AI in retail https://www.webcluesinfotech.com/generative-ai-in-retail-transforming-customer-experiences-business-efficiency

#artificial intelligence #Transformer Models #AI Retail #customer experience #AI generative networks #ai applications #eCommerce App Development #Generative AI

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starheavenly · 2 months

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"Delphi" for Nintendo DS!

I heard this game got scrapped halfway through development.

#AMBULON I LOVE YOUUU #Yes I only made half his body leave me alone #my art #artists on tumblr #maccadam #transformers ambulon #ambulon #MYMTE #low poly #3d model #animation

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chrissy-kaos · 2 months

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In aure tua dulcia nihil insusurrabam , Et omnes timores provocarem , Si meus esses…

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ilaac-art · 7 months

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I "freshened" up his model a bit and rigged it for a simple little animation

#i thought i had posted this yesterday and was wondering why not even a single person liked and then i realized it didnt post #i hope it posted now lmao #knock out #tfp #transformers prime #tfp knock out #3d animation #3d model

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bella-and-beyond · 8 months

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Viviane Merillo

#transgender #adult model #lgbtq #transformation

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dimorphodon-x · 2 months

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Gigus Maximus’ new little apprentice, Mini Minus

He is very orange

#he’s modeled after sphynx and Devon Rex cats #so he’s a bit bald #my art #transformers #transformers oc #gigus maximus #mini minus #cybercat #cybertronian fauna

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demonax00 · 4 months

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I present to your attention Soundwave from "Cyberverse". The model is movable, as a demonstration, I decided to recreate several of his poses from the series.

#transformers #tf #tf cyberverse #maccadam #soundwave #cyberverse soundwave #tf soundwave #transformers soundwave #blender #3d model #cyberverse

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medievalmidinette · 11 months

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the very well animated kiss from that scene™ because for some reason i didn't see a single gif version of it yet

#baldur's gate 3 #baldur's gate iii #astarion #halsin #bg3edit #bg3 #panel from hell #yeah yeah bear transformation and all of that but have you SEEN how well animated that kiss was ??#now is it going to be like this for all characters in the game #or since they knew they were going to show this scene did they touch up the animations just to fit it perfectly to astarion face model ?#because like #there's a LOT of face models available for your character in this game and races of different size #i just wonder if all will get an equal treatment in animations like these because it seems like a shit ton of additional work #in any case #this looks great

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diviously · 1 year

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take the wheel

#my doodles #transformers #transformers rise of the beasts #rise of the beasts #rotb #noah diaz #mirage #gave up on rendering LMFAOOOO #why is mecha so hard #i had to GO ALL THE WAY TO BLENDER TO LOAD HIS MODEL JUST TO SEE HOW HE LOOKS LIKE #god

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lesbianchemicalplant · 11 months

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Abstract Deep neural networks (DNNs) are often used for text classification due to their high accuracy. However, DNNs can be computationally intensive, requiring millions of parameters and large amounts of labeled data, which can make them expensive to use, to optimize, and to transfer to out-of-distribution (OOD) cases in practice. In this paper, we propose a non-parametric alternative to DNNs that’s easy, lightweight, and universal in text classification: a combination of a simple compressor like gzip with a k-nearest-neighbor classifier. Without any training parameters, our method achieves results that are competitive with non-pretrained deep learning methods on six in-distribution datasets. It even outperforms BERT on all five OOD datasets, including four low-resource languages. Our method also excels in the few-shot setting, where labeled data are too scarce to train DNNs effectively. Code is available at https://github.com/bazingagin/npc_gzip.

(July 2023 – pdf)

“this paper's nuts. for sentence classification on out-of-domain datasets, all neural (Transformer or not) approaches lose to good old kNN on representations generated by.... gzip” [x]