llm-few-shot-gen 0.0.3

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LLM Few Shot Gen

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Installation

pip install llm-few-shot-gen

What is LLM Few Shot Generator?

Large language models (LLMs) are emerging as a transformative technology, enabling developers to build applications that they previously could not. However, fine-tune them is not always possible or too expansive. In-context learning like Few Shot learning tries to solve this problem. Based on a few number of examples within the prompt a specific output can be obtained. This llm-few-shot-gen library enables few shot learning in a convenient way.

How can I use it?

The core functionality is the generators module. The abstract class BaseFewShotGenerator defines all requirements for a LLM few shot generator. You can either use a base class and create a child for your own use case or pick one of the existing generator classes.

Required functions of BaseFewShotGenerator children

Instruction: Instruction for LLM model

Context: Context of the Few Shot learning use case

Few Shot Examples: Example text to obtain a certain output

IO Prompt: Output instruction, which might contain some human input as well. I/O=input/output

Ready to use Generators

• Midjourney Prompt Generator

Showcases

• Notebook Showcase
• Midjourney Prompt Generator

License

llm-few-shot-gen is distributed under the terms of the MIT license.