SkyThought - AI Developer Tools Tool

Overview

SkyThought is an open-source toolkit that provides data curation, training (including reinforcement learning enhancements), and evaluation pipelines for cost-effective large language model training (Sky-T1 series). It includes scripts for building, training, and evaluating models such as Sky-T1-32B-Preview, aimed at AI developers and researchers.

Key Features

• Data curation pipelines for preparing large-scale training datasets
• Training pipelines with reinforcement learning enhancements
• Evaluation pipelines for model assessment and benchmarking
• Scripts to build, train, and evaluate Sky-T1 models
• Targeted support for the Sky-T1 series, including Sky-T1-32B-Preview
• Designed for cost-effective large language model training workflows

Ideal Use Cases

• Develop and train Sky-T1 family language models
• Experiment with reinforcement learning for model fine-tuning
• Prepare and curate datasets for LLM training
• Evaluate model performance and benchmark changes
• Reproduce training pipelines for research and development

Getting Started

• Visit the GitHub repository: https://github.com/NovaSky-AI/SkyThought
• Clone the repository to your local environment
• Read the README and available documentation
• Install required dependencies listed in repository
• Prepare and format datasets according to curation scripts
• Run provided data curation scripts
• Launch training scripts for Sky-T1 models
• Execute evaluation pipelines and inspect results

Pricing

Open-source project; no pricing information disclosed.

Key Information

• Category: Developer Tools
• Type: AI Developer Tools Tool