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AI Ecosystem Intelligence Explorer

AI Fundamentals

21 of 86 articles

Transformers from scratch

Let’s build a Transformer Neural Network from Scratch together !

AI Fundamentals
 
3/22/2025

A Practical Guide to Implementing DeepSearch/DeepResearch

QPS out, depth in. DeepSearch is the new norm. Find answers through read-search-reason loops. Learn what it is and how to build it.

Research
AI Fundamentals
 
2/25/2025

GitHub - smartaces/Anthropic_Claude_Sonnet_3_7_extended_thinking_colab_quickstart_notebook

Contribute to smartaces/Anthropic_Claude_Sonnet_3_7_extended_thinking_colab_quickstart_notebook development by creating an account on GitHub.

LLM
AI Fundamentals
 
2/25/2025

Aman’s AI Journal • Natural Language Processing • Attention

Aman’s AI Journal | Course notes and learning material for Artificial Intelligence and Deep Learning Stanford classes.

AI Fundamentals
 
2/23/2025

Aman’s AI Journal • Primers • Agents

Aman’s AI Journal | Course notes and learning material for Artificial Intelligence and Deep Learning Stanford classes.

AI Fundamentals
 
2/23/2025

The Ultra-Scale Playbook - a Hugging Face Space by nanotron

The ultimate guide to training LLM on large GPU Clusters

AI Fundamentals
 
2/20/2025

AI Mistakes Are Very Different From Human Mistakes

We need new security systems designed to deal with their weirdness

Harm and Risk
AI Fundamentals
 
2/18/2025

GitHub - saurabhaloneai/Llama-3-From-Scratch-In-Pure-Jax: This repository contain the simple llama3 implementation in pure jax.

This repository contain the simple llama3 implementation in pure jax. - GitHub - saurabhaloneai/Llama-3-From-Scratch-In-Pure-Jax: This repository contain the simple llama3 implementation in pure…

AI Fundamentals
 
2/17/2025

LLaMA explained: KV-Cache, Rotary Positional Embedding, RMS Norm, Grouped Query Attention, SwiGLU

Full explanation of the LLaMA 1 and LLaMA 2 model from Meta, including Rotary Positional Embeddings, RMS Normalization, Multi-Query Attention, KV-Cache, Grou…

AI Fundamentals
 
2/17/2025
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