A Github Gist containing a Python script for text classification using the TxTail API
A light-weight codebase that enables memory-efficient and performant finetuning of Mistral's models. It is based on LoRA, a training paradigm where most weights are frozen and only 1-2% additional weights in the form of low-rank matrix perturbations are trained.
Linear Regression
Multiple Regression
Polynomial Regression
Decision Tree
Logistic Regression
K Nearest Neighbor
Naive Bayes
Random Forest
Support Vector Machines
Principal Component Analysis
Linear Discriminant Analysis
K Means Clustering
Hierarchical Clustering
Multiple Regression
Polynomial Regression
Decision Tree
Logistic Regression
K Nearest Neighbor
Naive Bayes
Random Forest
Support Vector Machines
Principal Component Analysis
Linear Discriminant Analysis
K Means Clustering
Hierarchical Clustering
