---
title: "Discussion on \"From GPT-2 to Kimi K3: The Journey of 22,580 Models in One\" | Hashnode"
description: "Discussion on \"From GPT-2 to Kimi K3: The Journey of 22,580 Models in One\". From GPT-2 to Kimi K3: Discover how AI architecture evolved from 124M to 2.8T parameters. Learn about attention mechanisms, KV cache, DeltaNet, MoE, and the innovations that made 22,580 models fit into one. Perfect for developers and AI enthusiasts."
url: "https://hashnode.com/posts/from-gpt-2-to-kimi-k3-the-journey-of-22-580-models-in-one/6a9d5287880152a8ada16cd9"
---

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# [From GPT-2 to Kimi K3: The Journey of 22,580 Models in One](https://chatteronai.hashnode.dev/from-gpt-2-to-kimi-k3-the-journey-of-22-580-models-in-one?utm_source=hashnode&utm_medium=feed)

From GPT-2 to Kimi K3: Discover how AI architecture evolved from 124M to 2.8T parameters. Learn about attention mechanisms, KV cache, DeltaNet, MoE, and the innovations that made 22,580 models fit into one. Perfect for developers and AI enthusiasts.

Sep 6 · 24 min read · chatteronai.hashnode.dev  
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-   [#machine-learning](https://hashnode.com/tag/machine-learning)
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-   [#gpt2](https://hashnode.com/tag/gpt2)
-   [#gpt3](https://hashnode.com/tag/gpt3)
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-   [#architecture](https://hashnode.com/tag/architecture)

## Written by

[UJJWAL BALAJI](https://hashnode.com/@ujjwal1805)

@ujjwal1805 · Delhi, India

  
[View profile](https://hashnode.com/@ujjwal1805)

Learning | Exploring | Currently working in Genpact as Lead Associate- EUC

I'm a 2024 Computer Science Undergrad from SRM University, specialising in AI&Data Science. Currently working at Genpact as a Lead Associate – EUC, and passionately learning AI, NLP, and ML, while building full stack projects to sharpen my skills. I enjoy reading and writing tech blogs and stay driven by a constant curiosity for all things tech.

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