Predictive AI vs Generative AI
- Predictive AI predicts the future outcomes
- Generative AI generates the content
- Both of the AI have almost similar training process.
- Predictive AI is specific AI
Simple Example of predictive AI
- I want to estimate the car’s price
- number of kilometers driven
- Training the model
- collect data
- Train the model
- Evaluate the model
- Deploy the model
How Gen AI is built
- Gen AI is trained
- All publically available websites
- All opensource Github Code
- Books and Novels
- Research papers
- For training this we need immense compute power.
- After this process we get a model which is intelligent but not social.
- These models undergo Supervised Fine Tuning, post this they become humble scholars.
Let me run a simple opensource model
- I will create a linux machine
- installing ollama
Give me step by step instructions to install ollama on ubuntu 24.04
- Then lets pull small models and start interacting
