Ollama is aweome! I can now download and run AI models on my computer.
I first installed Ollama. Then I downloaded the Llama 2 model.
1 ollama pull llama2 Kinda reminds me of Docker.
1 2 3 4 5 6 7 8 9 10 11 rohan@polaris ~> ollama run llama2 >>> What is BPE (Byte Pair Encoding)? Byte Pair Encoding (BPE) is a text representation technique used in natural language processing (NLP) and machine learning (ML) to reduce the dimensionality of text data.
Motivation This is a simple implementation of a Multilayer perceptron (MLP) character-level language model. The code and documentation directly follows Andrej Karpathy’s excellent YouTube video on the same topic. You can find the video here: https://www.youtube.com/watch?v=TCH_1BHY58I
Andrej uses a database of people names, and then builds a model to generate new baby names. I will use a database of heavy metal band names, and my model will generate new band names :) You can download the dataset from here - https://github.
What is a tensor? A tensor is a generalization of vectors and matrices and is easily understood as a multidimensional array. A tensor can be a number, a vector, a matrix, or any n-dimensional array.
Examples 0-d tensor: scalar 1-d tensor: vector 2-d tensor: matrix 3-d tensor: cube n-d tensor: n-d array Rank The rank of a tensor is the number of dimensions present within the tensor. For example, the tensor [1, 2, 3] is a rank 1 tensor, while the tensor [[1, 2, 3], [4, 5, 6], [7, 8, 9]] is a rank 2 tensor.