Generative ModelsGenerative Models

The Generative Models extension (aka Generative AI) offers access to large language models (LLM) from Huggingface and OpenAI as well as finetuning of those models.

Important! This extension requires a specific installation and has some dependencies. Please refer to the documentation to learn how to install and use this extension:

https://docs.rapidminer.com/latest/studio/generative-ai/

The Generative Models (aka Generative AI) extension offers the following features around large language models (LLM):

  • New use cases / task types beyond traditional ML (classification, regression…)
  • Access to all Large Language Models among the 300,000+ models on Huggingface
  • Access to public models such as ChatGPT
  • Great for data enrichment, e.g., “Here is a list of countries, what are the population and GDP?”
  • Finetuning is super simple, including finetuning of the 175 billion parameter models from OpenAI
  • Finetuning of local models to secure privacy or IP
  • Generative AI as part of analytics workflows for better deployments and orchestration
  • Innovative prompting language for flexible data injection
  • Zero shot classification for training-free classification tasks

Product Details

Version 1.0.0
File size 632 kB
Downloads 235 (12 Today)235 downloads
Vendor RapidMiner Labs
Category Machine Learning
Released 10/19/23
Last Update 10/19/23 2:28 PM
(Changes)
License AGPL
Product web site https://rapidminer.com/
Rating 0.0 stars(0)