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Small Language Models - running a ChatGPT equivalent on your own laptop

SLMs (Small Language Models) are not as spectacular as increasingly larger LLMs announced every few days. However, they are a very interesting area of ​​NLP research and a proof that the development of AI does not have to be an arms race, and a brute force approach of training models with more and more parameters is not the only way.

During the presentation, I will demonstrate several sample SLMs and then explain how to use them to run a private equivalent of ChatGPT on your own computer.

Slide deck

🚨 See the slides.pdf file.

Models

# CLI
ollama run orca2
ollama run phi
ollama run gemma
ollama run wizard-vicuna-uncensored

# Web UI
ollama run mistral
ollama run llama3
ollama run llava

# curl
ollama run qwen:0.5b