ldsi 1.0.3

LDSI

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LDSI (Laiss Declarative Self Improve) is a powerful framework for programming and optimizing language models. It empowers developers to rapidly build, iterate, and enhance modular AI systems with the following key features:

1. Systematic Optimization: LDSI offers a range of optimizers to refine your AI programs, from generating improved instructions to fine-tuning model weights.

2. Modular Architecture: Build complex AI systems using pre-defined, interchangeable modules, simplifying the development process and reducing reliance on intricate prompting techniques.

3. Cross-LM Compatibility: Seamlessly integrate and enhance performance across various language models, from state-of-the-art GPT models to local options like T5-base or Llama2.

4. Declarative Approach: Define your AI system's behavior and goals declaratively, allowing LDSI to handle the underlying optimization and execution details.

5. Rapid Prototyping: Accelerate your development cycle with LDSI's intuitive API and built-in tools for testing and evaluation.

LDSI is designed to streamline the process of creating sophisticated AI applications, making it an invaluable tool for both researchers and practitioners in the field of natural language processing and AI development.

Installation

pip install ldsi

To install the very latest from main:

pip install git+https://github.com/laiss-labs/laiss-dsi.git