The KV Cache: Memory Usage in Transformers - YouTube

Excerpt

Enjoy the videos and music that you love, upload original content and share it all with friends, family and the world on YouTube.


Efficient NLP

6.76K subscribers

<__slot-el>

<__slot-el>

32K views 11 months ago

The KV cache is what takes up the bulk of the GPU memory during inference for large language models like GPT-4. Learn about how the KV cache works in this video! 0:00 - Introduction …

…more

All From Efficient NLP Computer Science Related For you Recently uploaded Watched

[

Rotary Positional Embeddings: Combining Absolute and Relative

Efficient NLP

](https://www.youtube.com/watch?v=o29P0Kpobz0)

[

Has Generative AI Already Peaked? - Computerphile

Computerphile

](https://www.youtube.com/watch?v=dDUC-LqVrPU)

[

I Created a Personal Website Using Qwik And Here Is An Honest Review

Mohido

](https://www.youtube.com/watch?v=-0aySTHUG80)

[

RoPE (Rotary positional embeddings) explained: The positional workhorse of modern LLMs

DeepLearning Hero

](https://www.youtube.com/watch?v=GQPOtyITy54)

[

The Topological Problem with Voting

Physics for the Birds

](https://www.youtube.com/watch?v=v5ev-RAg7Xs)

[

The Tesla Space

](https://www.youtube.com/watch?v=4Qz7rPxOExo)

[

Fast LLM Serving with vLLM and PagedAttention

Anyscale

](https://www.youtube.com/watch?v=5ZlavKF_98U)

[

8 Minutes Of Nick Kyrgios Being Nick Kyrgios

The BTFGAME

](https://www.youtube.com/watch?v=tJcQnSEdP7U)

[

Digital Short: The Japanese Office - SNL

Saturday Night Live

](https://www.youtube.com/watch?v=BmTfxyoEqAc)

[

But what is a GPT? Visual intro to transformers | Chapter 5, Deep Learning

3Blue1Brown

](https://www.youtube.com/watch?v=wjZofJX0v4M)

[

Magnus shows how to calculate squares in chess!

Absolute Chess

](https://www.youtube.com/watch?v=ZF4T833lln4)

[

What has Starmer Done in his First Week?

TLDR News

](https://www.youtube.com/watch?v=daTDRzOYOGk)

[

Long-distance goals but they get increasingly more ridiculous

Score 90

](https://www.youtube.com/watch?v=6c3-vK72jnY)

[

Diffie-Hellman Key Exchange: How to Share a Secret

Spanning Tree

](https://www.youtube.com/watch?v=85oMrKd8afY)

[

Celebrities Shutting Down Disrespectful Interviewers

Heavi

](https://www.youtube.com/watch?v=JFNdmVl2El4)

[

Tennis For Dummies: Alcaraz & Sinner

Tennis For Dummies

](https://www.youtube.com/watch?v=llXpCY33CYU)

[

How a CIA Base Works

fern

](https://www.youtube.com/watch?v=RZs5Hz1klno)

[

Family Guy Oddly-Specific Relatable Jokes - Part 2

Nugget

](https://www.youtube.com/watch?v=Tb7qXOYRhw4)

[

The BEST and WORST Languages on Duolingo (w graphs!)

languagejones

](https://www.youtube.com/watch?v=SoTT-GGmiXA)

[

Tricking A Psychic | House M.D.

House M.D.

](https://www.youtube.com/watch?v=rh_8V7Dn-Bc)