RAG From Scratch: Query Translation (RAG-Fusion)
Our RAG From Scratch video series walks through impt RAG concepts in short / focused videos w/ code.
This is the second in our videos on Query Translation, focused on RAG-Fusion by @Raudaschl.
🔧 Problem: A single user…
1/n What in the world is Sora's "diffusion transformer model"?
A diffusion transformer model is a type of generative model for images, video, and other data that combines transformer architectures with diffusion probabilistic models. Here are some key details:
- Diffusion…
𝗗𝗼 𝗬𝗼𝘂 𝗡𝗲𝗲𝗱 𝗧𝗼 𝗞𝗻𝗼𝘄 𝗔𝗹𝗹 𝗗𝗲𝘀𝗶𝗴𝗻 𝗣𝗮𝘁𝘁𝗲𝗿𝗻𝘀?
The answer is no. Even though we have 23 design patterns, around 10 are mostly used in everyday development. Knowing which patterns exist overall is good, but you need to know these very well.
Design…
“In conclusion, the structured approach of documenting and understanding software systems through Context, Containers, Components, and Code offers significant benefits.”
dzone.com/articles/archi…
Book review 🌟Software Architecture Patterns for Serverless Systems🌟 by John Gilbert
TLDR: dissects the #serverless landscape into key patterns and mindset that everyone developing cloud applications must know!
🧠Top 3 ideas from this book are: 🧵👇
Should we train our own large language model (LLM) on domain-specific data from scratch?
Researchers at Bloomberg did just that and shared a detailed technical report describing the dataset, model configuration, and training procedure.
1/9
This is a valid Dockerfile for a NodeJS application. It is also a pile of 💩!
We can improve:
- 🔒 Security
- 🏎️ Build speed
- 👁️ Clarity
Follow along as we go from 💩 to 🥇!
(code in alt text)
If you are looking to learn Data Science and Machine Learning, effectively this website is an absolute gold mine🔥
This explains the most technical and theoretical concepts in Data Science & ML with interactive visuals: 🧵👇
Whether you're job hunting or already working as a dev, you should have a solid grasp of algorithms.
And don't worry – they're not as scary as they sound.
Here @CoccaGerman explains what algorithms are & how they work – with lots of JavaScript examples.
freecodecamp.org/news/introduct…
Ready to dive into the ForgeRock identity platform?
Explore our new series "Identity Masterclass" to learn how to help solve common identity challenges.
Watch the video below for a sneak peak then head to our website for the full series 👉 bit.ly/3QPUnCx
Why don't we have more of these sections in the papers?
It is almost always as helpful to know what didn't work. #nlproc
Paper: arxiv.org/abs/1911.12543
🙌Libro (y sitio web gratuito) sobre Fundamentos de la visualización de datos
👉Una guía para hacer visualizaciones que reflejen con precisión los datos, cuenten una historia y se vean profesionales
👤 @ClausWilke
🔗 clauswilke.com/dataviz/#dataviz #data#datascience #RStats
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