mistral Archives - machinelearningplus

machine learning + MHA vs GQA vs MQA: Attention & KV Cache Guide machinelearningplus.com

26 min

MHA vs GQA vs MQA: Attention & KV Cache Guide

Build MHA, GQA, and MQA attention from scratch in NumPy. Calculate KV cache VRAM for Llama 3 70B, Mistral 7B, and any model with...

attention mechanism Deep Learning grouped query attention

machine learning + Ollama Tutorial: Run LLMs Locally (Llama, Mistral) machinelearningplus.com

20 min

Gen AI

Ollama Tutorial: Run LLMs Locally (Llama, Mistral)

Learn to run LLMs locally with Ollama. Install Llama, Mistral, and DeepSeek, use the OpenAI-compatible Python API, and build a local-to-cloud fallback client.

deepseek Gen AI llama

MHA vs GQA vs MQA: Attention & KV Cache Guide

Ollama Tutorial: Run LLMs Locally (Llama, Mistral)

Machine Learning A-Z™: Hands-On Python & R In Data Science

Free Sample Videos:

#mistral

MHA vs GQA vs MQA: Attention & KV Cache Guide

Ollama Tutorial: Run LLMs Locally (Llama, Mistral)

Python.SQL. NumPy. All free.

Machine Learning A-Z™: Hands-On Python & R In Data Science

Free Sample Videos:

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Machine Learning A-Z™: Hands-On Python & R In Data Science

Python.
SQL. NumPy.
All free.