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Chris Hay

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why llama-3-8B is 8 billion parameters instead of 7?

why llama-3-8B is 8 billion parameters instead of 7?

Chris Hay February 21, 2026
 
X AI fooled me with grok 2 and sus-column-r...

X AI fooled me with grok 2 and sus-column-r...

Chris Hay February 21, 2026
 
what happens if you give claude's system prompt to llama3...

what happens if you give claude's system prompt to llama3...

Chris Hay February 21, 2026
 
python apple mlx tutorial for beginners in ai

python apple mlx tutorial for beginners in ai

Chris Hay February 20, 2026
 
OpenAI O1 models probably trained gpt-4o and turbo in chain of thought

OpenAI O1 models probably trained gpt-4o and turbo in chain of thought

Chris Hay February 20, 2026
 
Write Your Own AI Agent with Monte Carlo Tree Search

Write Your Own AI Agent with Monte Carlo Tree Search

Chris Hay February 20, 2026
 
Building a Retro AI Chat - 90s Nostalgia Meets Futuristic Tech

Building a Retro AI Chat - 90s Nostalgia Meets Futuristic Tech

Chris Hay February 20, 2026
 
I taught ChatGPT to code in a programming language that doesn't exist #chatgpt #ai

I taught ChatGPT to code in a programming language that doesn't exist #chatgpt #ai

Chris Hay February 20, 2026
 
Build an Alpaca/Vicuna 13B Streaming API with Python, FastAPI & Starlette

Build an Alpaca/Vicuna 13B Streaming API with Python, FastAPI & Starlette

Chris Hay February 20, 2026
 
What DATA ChatGPT is trained on (for books)

What DATA ChatGPT is trained on (for books)

Chris Hay February 20, 2026
 
Getting Started with ReAct AI agents work using langchain

Getting Started with ReAct AI agents work using langchain

Chris Hay February 20, 2026
 
AI Discovers Why Ships Got Faster in the 1800s

AI Discovers Why Ships Got Faster in the 1800s

Chris Hay February 19, 2026
 
Creating ReAct AI Agents with Mistral-7B/Mixtral and Ollama using Recipes I Chris Hay

Creating ReAct AI Agents with Mistral-7B/Mixtral and Ollama using Recipes I Chris Hay

Chris Hay February 19, 2026
 
getting started with typespec

getting started with typespec

Chris Hay February 19, 2026
 
what’s underneath the mystery gemini 2 models?

what’s underneath the mystery gemini 2 models?

Chris Hay February 19, 2026
 
Virtual Experts: Injecting Python into MoE Routing - Inside GPT-OSS

Virtual Experts: Injecting Python into MoE Routing - Inside GPT-OSS

Chris Hay January 19, 2026
GPT-OSS-20B has 768 neural experts. I added one more. It's a Python function. The model's router classifies tasks in the …
 
MoE Models Don't Work Like You Think - Inside GPT-OSS

MoE Models Don't Work Like You Think - Inside GPT-OSS

Chris Hay January 12, 2026
Many people think that mixture of expert models have domain experts, i.e. math experts, code experts, language experts. That's the …
 
GPT-OSS has a hidden confidence switch - Inside GPT-OSS

GPT-OSS has a hidden confidence switch - Inside GPT-OSS

Chris Hay January 5, 2026
Layer 15. The Confidence Router. Before the model retrieves anything, it asks: - "Is this math or language?" - "Which …
 
LLMs Don’t Calculate - They Just Remember Everything

LLMs Don’t Calculate - They Just Remember Everything

Chris Hay January 2, 2026
I spent a week inside GPT-OSS-20B extracting how it does arithmetic. What I found: it doesn't compute. It remembers. Everything. …
 
DeepSeek 3.2 vs GPT 5.2: Agentic AI Face-Off

DeepSeek 3.2 vs GPT 5.2: Agentic AI Face-Off

Chris Hay December 23, 2025
We are showcasing DeepSeat's version 3.2 model, an impressive open-weight model pushing the limits of current frontier models. This video …
 
Llama.cpp’s New Web UI Is CRAZY Fast!

Llama.cpp’s New Web UI Is CRAZY Fast!

Chris Hay November 25, 2025
This video introduces the new Svelte-based webui for Llama.cpp, highlighting its impressive speed and visual appeal. We explain what Llama.cpp …
 
Kimi-K2 Thinking Agents TESTED!!!

Kimi-K2 Thinking Agents TESTED!!!

Chris Hay November 17, 2025
In this video, chris puts the new kimi-k2 model through it's paces by testing it's agentic capabilities, from using it's …
 
Host your own agents in Zed with Agent Client Protocol

Host your own agents in Zed with Agent Client Protocol

Chris Hay November 10, 2025
I built a local AI coding agent that runs inside the Zed editor — and it’s way simpler than people …
 
Create a super fast MCP server, deploy and connect to openai agent builder in 15 MINS

Create a super fast MCP server, deploy and connect to openai agent builder in 15 MINS

Chris Hay October 13, 2025
In this video chris shows how you can easily build and deploy a super fast and super scalable mcp server …