PyTorch vs TensorFlow in 2023 FULL OVERVIEW

Рет қаралды 30,245

8 ай бұрын

#pytorch #tensorflow #ai #llm #huggingface
In this video, I compare TensorFlow and PyTorch on model availability; model deployment; and the ecosystems that both frameworks provide. Towards the end, I also discuss the different user case scenarios (such as whether you are a researcher or a total beginner) and which framework might fit you better. I also say a few words about Jax.
PyTorch: pytorch.org/
TensorFlow: www.tensorflow.org/
Jax: jax.readthedocs.io/en/latest/...
Educational on AI: www.assemblyai.com/blog

Пікірлер: 53

@jusce17 8 ай бұрын

Prob the only non biassed comparison between PyTorch and TensorFlow out there. Nicely done

@TeamUpWithAI 8 ай бұрын

Thanks! I was doing the research for myself trying to figure it out, and decided to make a video about it. I'm glad it helps ^^

@DrRCB 4 ай бұрын

Helpful research. I wish you all the best. Keep it up, you have all the ingredients in you.

@imtanuki4106 4 ай бұрын

awesome - a ton of insights in less than 15 minutes

@shlokkumar6257 5 ай бұрын

Thank you for such helpful information.

@naybordesign 3 ай бұрын

Excellent video! Very informative and it saves us the time and hassle of understanding the difference and gives me an idea of where to start. Thank you so much! Keep the videos coming please.

@TeamUpWithAI 3 ай бұрын

I’m glad it’s helpful ☺️

@MrSawaiz 4 ай бұрын

Amazing review. Cleared all my confusions. Keep producing such amazing content. 🤟🤟

@TeamUpWithAI 4 ай бұрын

Thanks! I don’t know when I’ll be back to this project exactly, but I hope to pick it up again. It was fun making those videos :)

@mootal2812 6 ай бұрын

Great video...No clear winner, depends on what you use it for...

@TeamUpWithAI 3 ай бұрын

Yeah I think that’s the most realistic conclusion. And it’s the same with any software as well, and… well, with everything in life if we wanna go that deep ;D

@DrunkenUFOPilot Ай бұрын

The right tool for the job. The wrong tool might work but could lead to trouble. Reminds me of the great quote: "If you hold a soapy wet kitchen sponge in your hand, everything looks like a dirty dish." -- me, earlier today

@shashipal3589 4 ай бұрын

thankyou for making this informative video

@CodeX-hv1sf 4 ай бұрын

this is the most amazing video that i was looking for, thanks a lot for such valuable content . i wanted to deploy troch models to tfserving and i was not aware of how to bride this gap , your insights are really helpful as an individual who just started learning torch , I would love see u produce more of such content ❤

@TeamUpWithAI 4 ай бұрын

Glad it helped 🤗

@AK-ox3mv 5 ай бұрын

I'll go with keras. I feel lucky that find this video before starting from pytorch

@warutt5356 3 ай бұрын

Thank you very much. Please keep release new episodes.

@TeamUpWithAI 3 ай бұрын

I’d gladly come back to those , I like to call them “summaries”, but I can’t put a date on it (yet) :)

@jakemangabay1879 7 ай бұрын

Nice vid! How about the speed, which one runs faster for the same architecture?

@TeamUpWithAI 7 ай бұрын

OMG thats a great video idea! :D I was thinking to make a video about different architectures for AI models, and their pros and cons, but I wasn't sure if people would be interested. But if I make that video, I can then use it as the foundation to make a video comparing the speed! Thanks for the good idea :D

@BlayneOliver 4 ай бұрын

Exactly what I needed, thank you! Also, do you know whether TensorFlow or PyTorch would be better for a project that focuses on stock market highs and lows predictions?

@zarthustra7 5 ай бұрын

Thank you ❤

@jayakrishnanp5988 7 ай бұрын

Great 👍🏻

@user-xm5wm4zf2r 4 ай бұрын

still confused about what should I choose..I've just started learning dl, for the context.

@mohammadsamir2713 7 ай бұрын

Very informative and helpful, your content deserves more views, wish you all the best

@TeamUpWithAI 7 ай бұрын

Thank you! Well, this video is a summary, (a database ;D ) that I decided would be useful for me to have because after doing the research, I knew I’ll forget it .. Then I decided that others would probably benefit from it as well, so I made it into a video. I like making summaries of the research I do around things that are interesting to me, and I don’t mind if the channel is growing slowly :) But I appreciate your positive feedback 🤗

@mohammadsamir2713 7 ай бұрын

@@TeamUpWithAI a little of patience makes success ♥️

@Trepetsky 4 ай бұрын

Jax, very flexible, but also fast, faster than PyTorch. And you can still run on TPU. Yes, now support for TPU has been added to PyTorch, but it was recently done, I tried it, it's still raw.

@stephaneibrahimbakayoko9896 2 ай бұрын

pytorsh le development est simple mais le deploiment eest compliqué c'est le contraire avec tensorflow But everyone is trying to make up for his or her shortcomings.

@Olaf_Schwandt 8 ай бұрын

Thank you

@TeamUpWithAI 8 ай бұрын

I wonder if HuggingFace will completely steal the show in the next 6-12 months :)

@Olaf_Schwandt 8 ай бұрын

@@TeamUpWithAI we will see 😀

@RomeoKienzler 6 ай бұрын

Thanks. Just a little hint. I've heard people pronouncing ONNX as 'onix' like onyx

@TeamUpWithAI 6 ай бұрын

Yeah, sometimes I wonder :D I read a lot more than I speak about those things, and I guess it shows sometimes :)

@theyashjani 8 ай бұрын

Great VIdeo

@TeamUpWithAI 8 ай бұрын

Glad it helps!! ^^

@maxandersonfat 3 ай бұрын

Amazing video! Are you available for hire by chance?!

@TeamUpWithAI 3 ай бұрын

As what? Teaching? :)

@user-th4tb3mf5s 5 ай бұрын

Great review!

@rongarza9488 4 ай бұрын

It's like trying to take a sip from a fire hose!

@mukhtarahmad6127 8 ай бұрын

Will you please tell me 6 skitch sale websites name please it's my humbley request to you

@TeamUpWithAI 8 ай бұрын

I really don’t know tbh. I'm on Mac so I just use QuickTime for screen recording

@mukhtarahmad6127 8 ай бұрын

@@TeamUpWithAI ok and thanks for reply

@lfgAK 7 ай бұрын

Great video, a lot of information for how short it is. It's amazing how much time is saved by being direct... marry me 🎉

@TeamUpWithAI 7 ай бұрын

haha thank you! indeed, this kind of video performs well so I'd try to make more of those :)

@TheGibberingGoblin 7 ай бұрын

bump

@TeamUpWithAI 7 ай бұрын

bump-bump :D

@user-bx7xh3wy1b 6 ай бұрын

your videos are great and really helpful, but you should speak and move to the next content slower. I hope this comment be helpful, just as your videos

@TeamUpWithAI 6 ай бұрын

I just expect people to have low attention span, sorry about that! I know what you mean, and yes, it could be slower :)

@user-gj3kz7cm3x Ай бұрын

Anyone who actually works in the industry knows that TF is effectively deprecated. Nowadays the conversation is more Jax vs Torch. Going to hide this channel from recommendations.