Syntax - Tasty Web Development Treats
740: Local AI Models in JavaScript - Machine Learning Deep Dive With Xenova
Scott and Wes are joined by special guest Xenova to...
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Mar 8 2024 1h 19m
Chapter 1 40 sec
Welcome to Syntax!Chapter 2 23 sec
Brought to you by Sentry.ioChapter 3 1 min
Who is Xenova?Chapter 4 1 min
What is Hugging Face?Chapter 5 2 mins
What is Transformers.js?Chapter 6 2 mins
How was the library developed?Chapter 7 1 min
How is it able to run?Chapter 8 4 mins
Do they have to run in Python and how does Onnx work?Chapter 9 1 min
What are some things you can do with this tech?Chapter 10 1 min
Vision toolsChapter 11 56 sec
This is actually running locallyChapter 12 2 mins
Doodle DashChapter 13 3 mins
They currently run on CPU, what is required to make it run on GPU?Chapter 14 3 mins
Can you run in JavaScript?Chapter 15 5 mins
How it works with image vectorsChapter 16 1 min
Why would people want to run it in another language?Chapter 17 2 mins
Resizing images in the browser instead of on the serverChapter 18 4 mins
Applications distributed on the web vs running locallyChapter 19 37 sec
Electron has Node and Chrome, where would you run Transformers.js?Chapter 20 1 min
The API of Transformers.jsChapter 21 2 mins
Object DetectionChapter 22 2 mins
What is the easiest way to get started?Chapter 23 41 sec
Real-time speech recognition on the horizon?Chapter 24 4 mins
Will we ever be able to run Stable Diffusion via JavaScript?Chapter 25 1 min
The Web LLMChapter 26 2 mins
Practical applications for YouTubeChapter 27 7 mins
What we want to build for Syntax.fmChapter 28 2 mins
Mean pooling, why it’s necessaryChapter 29 1 min
Stopping YouTube spam commentsChapter 30 3 mins
K-Means ClusteringChapter 31 3 mins
QuantizationChapter 32 2 mins
Sick Picks + Shameless Plugs