Fine-Tune Datasets – Best Practices
A dataset is a collection of data that is used to train a machine learning model. In the case of OpenAI GPT models, the dataset is a large collection of text data that is used to train the model to generate natural language text. To prepare a dataset for fine-tuning an OpenAI GPT model, there […]
Improving Model Performance with Hyper-parameter Tuning Techniques
In machine learning, a model has two types of parameters: those that are learned from data, and hyper-parameters, which are set by the user. Hyper-parameters are like the settings on a camera; you can change them to get different results. Batch size: Batch size refers to the number of samples used in one iteration of […]
Train Your AI with Your WooCommerce Products
You can use data converter to convert your entire WordPress database into jsonl format so that it can be used for AI training and fine-tuning. First, navigate to the Data Converter tab. In the Data Converter tab, you will be able to convert your entire Database to a JSONL file. This is how it looks […]
Data Converter for Fine-Tuning
You can use data converter to convert your entire WordPress database into jsonl format so that it can be used for AI training and fine-tuning. First, navigate to the Data Converter tab. In the Data Converter tab, you will be able to convert your entire Database to a JSONL file. This is how it looks […]
Fine-Tuning Your GPT Model: A Step-by-Step Guide
10.02.2023 Update: If you are looking for a quick way to customize your chat widget with your own products and contents, you can watch this video tutorial here and head over to Embeddings section in the plugin. I Know Kung-Fu You can think of fine-tuning a model as “plugging in a chip” like Neo in […]
