Gemma
Gemma by Google: Released February 1, 2024.
Source: Gemma Model Card | Google AI for Developers
Source: Gemma | Kaggle
What i found interesting: It is type of Responsible Artificial Intelligence.
Is a Pretrained large language model.
Gemma uses Tensor Processing Unit hardware.
Now, Let's discuss large language model and Responsible artificial intelligence. Gemma is available in multiple tool and system , can be used in multiple frameworks.
Source: Large Language Models (LLMs) | Kaggle
Large Language model is (LLM) are type of model that are trained with the help of large amount of data such as books, articles and websites so they are natural language processing models that produces that is similar to training data in nature. Typical examples of Large Language models are transformers-based models.
Responsible Artificial Intelligence:
Source: Introduction to Responsible AI | Machine Learning | Google for Developers
The community of artificial intelligence and power and reach of artificial intelligence algorithms is increasing day by day. The AI algorithm which has benefit count outnumber potential harm are term are termed as Responsible artificial intelligence as they follow guidelines that make them safer, friendly and trustful.
This guideline includes fairness, accountability, safety and robustness which can be further read in the source provided.
Transformer : A transformer is deep learning or neural network based model that uses the princple of encoder or decoder. Encoder encodes or starts the algorithm and decoder produces the output of model.
They typical follows multi head attention model.
Multi Head attention model: Part of transformer model where the input takes the text with different attention or different point of view, input can be taken from different position thus produces greater information.
Gemma is light weight and state of the art open model used to create gemini model.
Code : Gemma | Kaggle
State of the Art Model : They are models that are most precise i.e. they are trained and tested so much that they are the model accurate artificial intelligence model available.
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