Small Language Models instad ChatGPT-сlass models

Small Language Models instad ChatGPT-сlass models
Image generated by Stable Diffusion When specialized models outperform general-purpose models “Bigger is always better” — this principle is deeply ...
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Understanding When and How to Implement FastAPI Middleware (Examples and Use Cases) | by Mike Huls | Dec, 2024

Understanding When and How to Implement FastAPI Middleware (Examples and Use Cases) | by Mike Huls | Dec, 2024
Supercharge Your FastAPI with Middleware: Practical Use Cases and Examples Image by ChatGPT Middleware sits between an API router its ...
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Probability Distributions: Poisson vs. Binomial Distribution | by Sunghyun Ahn | Dec, 2024

Probability Distributions: Poisson vs. Binomial Distribution | by Sunghyun Ahn | Dec, 2024
Using soccer to understand the difference between Poisson & binomial: Probability for Data Science Series (3) 10 min read · ...
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A Bird’s-Eye View of Linear Algebra: Orthonormal Matrices | by Rohit Pandey | Dec, 2024

A Bird’s-Eye View of Linear Algebra: Orthonormal Matrices | by Rohit Pandey | Dec, 2024
Orthonormal matrices: the most elegant matrices in all of linear algebra Image created with midjourney This is the eighth chapter ...
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Classifier-Free Guidance for LLMs Performance Enhancing | by Roman S | Dec, 2024

Classifier-Free Guidance for LLMs Performance Enhancing | by Roman S | Dec, 2024
Classifier-free guidance is a very useful technique in the media-generation domain (images, videos, music). A majority of the scientific papers ...
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Handling Billions of Rows with SQL in Minutes Using DuckDB

Handling Billions of Rows with SQL in Minutes Using DuckDB
Analyze massive datasets directly in memory — faster than ever Photo by Daniele Franchi on Unsplash In this project, we ...
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Creating a WhatsApp AI Agent with GPT-4o | by Lukasz Kowejsza | Dec, 2024

Creating a WhatsApp AI Agent with GPT-4o | by Lukasz Kowejsza | Dec, 2024
Since our server is running locally, the WhatsApp Webhook cannot call the endpoint for verification. What we need is a ...
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Why Retrieval-Augmented Generation Is Still Relevant in the Era of Long-Context Language Models | by Jérôme DIAZ | Dec, 2024

Why Retrieval-Augmented Generation Is Still Relevant in the Era of Long-Context Language Models | by Jérôme DIAZ | Dec, 2024
In this article we will explore why 128K tokens (and more) models can’t fully replace using RAG. We’ll start with ...
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Translating a Memoir: A Technical Journey | by Valeria Cortez | Dec, 2024

Translating a Memoir: A Technical Journey | by Valeria Cortez | Dec, 2024
Leveraging GPT-3.5 and unstructured APIs for translations This blog post details how I utilised GPT to translate the personal memoir ...
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3 Business Skills You Need to Progress Your Data Science Career in 2025 | by Dr. Varshita Sher | Dec, 2024

3 Business Skills You Need to Progress Your Data Science Career in 2025 | by Dr. Varshita Sher | Dec, 2024
If you have been a data scientist for a while, sooner or later you’ll notice that your day-to-day has shifted ...
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