GPU Architecture & Working intuitively explained
Author(s): Allohvk Originally published on Towards AI. GPU Origins The image displayed on a computer screen is made up of millions of tiny pixels. In early days, “graphics controllers” were given instructions by the CPU on how to calculate the individual pixel …
Understanding LLM Agents: Concepts, Patterns & Frameworks
Author(s): Allohvk Originally published on Towards AI. “ A little piece of advice. You see an agent, you do what we do. Run! ” — Cypher to Neo in the movie, “The Matrix” This is my exact feeling also when I see …
In-Context Learning Explained Like Never Before
Author(s): Allohvk Originally published on Towards AI. As the Ocean (of knowledge) was stirred to search the elixir of life, something unexpected happened. Beautiful and magical things spontaneously started to emerge during the process… – From the episode of Samudra Manthan (The …
HNSW — Small World, Yes! But how in the world is it Navigable?
Author(s): Allohvk Originally published on Towards AI. The psychologist Stanley Milgram carried out a curious social experiment in the 60’s. Envelopes addressed to an individual in Boston were given to volunteers in far-away cities. Each volunteer was requested to pass the envelope …
LLM Quantization intuition & simple explaination
Author(s): Allohvk Originally published on Towards AI. Quantization explained in plain English When BERT was released around 5 years ago, it triggered a wave of Large Language Models with ever increasing sizes. As the model size got bigger, the performance improved with …
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