Running a 70B Ultra-Large AI on a 4GB Graphics Card? Is It For Real?
Discover how to use AirLLM technology to run large language models of 70B or larger on your personal PC without a high-performance graphics card.
Tag: Deep Learning
Training AI Directly on My Computer's GPU? LLM Tuning Starting with an 8GB Graphics Card
Introducing the latest technologies that allow for AI model tuning (SFT, DPO, GRPO) on standard home 8GB graphics cards, without the need for expensive servers.
AI
Small Language Models
Why Are Small AI Models Dumb? A Solution to 'Embedding Condensation'
An explanation of 'Dispersion Loss,' a new training method that improves the performance of small language models, and the phenomenon of embedding condensation.
GateGPT
AI Hardware
56,000 Words per Second? The Magic of AI 'GateGPT' Achieved at the Speed of an Old Clock
The secret behind GateGPT, which generates 56,000 tokens per second on an 80MHz chip slower than a smartphone. The principles of Transformers, KV cache, and FPGAs are explained easily for everyday readers.
AI Is Too Dangerous So They Hid It? The Full Story of the 'GPT-2' Incident That Turned the World Upside Down in 2019
In 2019, OpenAI refused to release their GPT-2 model to the public, citing it as too dangerous. Here is the easiest explanation of what happened between the fear that AI would churn out fake news and propaganda, and the criticism that it was just a media stunt.
Deep Learning
AI Theory
Even the Creators Didn't Know How AI Worked? The Surprising Evolution of 'Deep Learning Theory'
From smartphone voice assistants to cancer diagnosis, deep learning AI has changed our lives. But did you know that until recently, even scientists didn't fully understand the mathematical principles behind why AI is so smart? We explain the world of 'Deep Learning Theory' that unlocks the secrets of AI in an easy-to-understand way.
[GPT-5.5's Humiliation] 'Memorization King' AI, Scores 0.43 on Unfamiliar Games? Questioning Real Intelligence
An easy-to-understand explanation of why the latest AI model GPT-5.5 failed the new ARC-AGI-3 reasoning test despite conquering existing benchmarks.
Has AI Started 'Studying' Again? The Story of T5Gemma, Google's New Smart Assistant
Introducing Google's newly released AI model, T5Gemma. We explain the secrets of the 'encoder-decoder' architecture, which is much smarter and more efficient than previous models, along with its ability to read images and summarize long documents from an expert perspective.
AI
Dolphins
Will the Era of Talking to Dolphins Come? The Story of Google's New AI 'DolphinGemma'
Explore Google's newly announced dolphin language translation AI, 'DolphinGemma.' How can this AI, trained on 40 years of data, help bridge the communication gap between humans and animals?