This is the Linux app named SWIFT LLM whose latest release can be downloaded as v4.0.0sourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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SWIFT LLM
DESCRIPTION
SWIFT LLM is a comprehensive framework developed within the ModelScope ecosystem for training, fine-tuning, evaluating, and deploying large language models and multimodal models. The platform provides a full machine learning pipeline that supports tasks ranging from model pre-training to reinforcement learning alignment techniques. It integrates with popular inference engines such as vLLM and LMDeploy to accelerate deployment and runtime performance. The framework also includes support for many modern training strategies, including preference learning methods and parameter-efficient fine-tuning techniques. ms-swift is designed to work with hundreds of language and multimodal models, providing a unified environment for experimentation and production deployment.
Features
- Full pipeline for training and fine-tuning large models
- Support for hundreds of language and multimodal models
- Integration with accelerated inference engines
- Tools for evaluation and deployment workflows
- Support for advanced preference learning algorithms
- Model quantization and optimization capabilities
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/swift-llm.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
