A Brief History of GPT Through Papers
Language models are becoming really good. But where did they come from? The post A Brief History of GPT Through Papers appeared first on Towards Data Science.
A Brief History of GPT Through Papers Read More »
The Math You Need to Pan and Tilt 360° Images
Panning a spherical image is just a horizontal roll, but tilting it vertically is much trickier. Let’s see the math! The post The Math You Need to Pan and Tilt 360° Images appeared first on Towards Data Science.
The Math You Need to Pan and Tilt 360° Images Read More »
How to Develop Powerful Internal LLM Benchmarks
Learn how to compare LLMs using your own interal benchmark The post How to Develop Powerful Internal LLM Benchmarks appeared first on Towards Data Science.
How to Develop Powerful Internal LLM Benchmarks Read More »
Plato’s Cave and the Shadows of Data
On truth, illusion, and the limits of what data can reveal The post Plato’s Cave and the Shadows of Data appeared first on Towards Data Science.
Plato’s Cave and the Shadows of Data Read More »
Using Google’s LangExtract and Gemma for Structured Data Extraction
Extracting structured information effectively and accurately from long unstructured text with LangExtract and LLMs The post Using Google’s LangExtract and Gemma for Structured Data Extraction appeared first on Towards Data Science.
Using Google’s LangExtract and Gemma for Structured Data Extraction Read More »
Positional Embeddings in Transformers: A Math Guide to RoPE & ALiBi
Learn APE, RoPE, and ALiBi positional embeddings for GPT — intuitions, math, PyTorch code, and experiments on TinyStories The post Positional Embeddings in Transformers: A Math Guide to RoPE & ALiBi appeared first on Towards Data Science.
Positional Embeddings in Transformers: A Math Guide to RoPE & ALiBi Read More »
Google’s URL Context Grounding: Another Nail in RAG’s Coffin?
Google’s hot streak in AI-related releases continues unabated. Just a few days ago, it released a new tool for Gemini called URL context grounding. URL context grounding can be used stand-alone or combined with Google search grounding to conduct deep dives into internet content. What is URL context grounding? In a nutshell, it’s a way
Google’s URL Context Grounding: Another Nail in RAG’s Coffin? Read More »
LLM Monitoring and Observability: Hands-on with Langfuse
Learn the fundamentals of LLM monitoring and observability, from tracing to evaluation and setting up a dashboard using Langfuse The post LLM Monitoring and Observability: Hands-on with Langfuse appeared first on Towards Data Science.
LLM Monitoring and Observability: Hands-on with Langfuse Read More »
Why Your Prompts Don’t Belong in Git
The hidden cost of storing prompts in your source code The post Why Your Prompts Don’t Belong in Git appeared first on Towards Data Science.
Why Your Prompts Don’t Belong in Git Read More »
How to Benchmark Classical Machine Learning Workloads on Google Cloud
Harnessing CPUs for Practical, Cost-Effective Machine Learning The post How to Benchmark Classical Machine Learning Workloads on Google Cloud appeared first on Towards Data Science.
How to Benchmark Classical Machine Learning Workloads on Google Cloud Read More »