Uploaded March 2024 | Updated September 2026, 3 days ago

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Links referenced in the video:
Github - github.com/JarodMica
Karpathy's tokenizer video - youtube.com/watch?v=zduSFxRajkE&t=6474s&pp=ygUPYW5kcmVqIGthcnBhdGh5

Timestamps:
0:40 - Explaining the process
1:23 - ytdlp script
3:30 - Transcription script with whisperx
7:20 - Merge folders after transcription
8:30 - Resampling to 22k hz
13:25 - Uploaded scripts :)!
14:03 - Making a tokenizer in another language
16:30 - What is the tokenizer for?
21:05 - Quick explanation on tortoise cleaners

Hardware for my PC:
Graphics Card - amzn.to/3pcREux
CPU - amzn.to/43O66Ir
Cooler - amzn.to/3p98TwX
RAM - amzn.to/3NBAsIq
SSD Storage - amzn.to/42NgMFR
Power Supply (PSU) - amzn.to/430bIhy
PC Case - amzn.to/447499T
Mother Board - amzn.to/3CziMXI

Alternative prebuilds to my PC:
Corsair Vengeance i7400 - amzn.to/3p64r22
MSI MPG Velox - amzn.to/42MnJHl

Cheapest and PC recommended:
Cyberpower 3060 - amzn.to/3XjtZoP

Come join The Learning Journey!
Discord - discord.gg/Mym3MxcvWg
Github - github.com/JarodMica
TikTok - tiktok.com/@jarodsjourney

If you found anything helpful, please consider supporting me and the content I am trying to produce!
buymeacoffee.com/jarodsjourney