Harmonized workflow configuration solution
AlignLab solves the problem of tool fragmentation with the following design:
- Adapter Architecture: interfaces to 7 major tools such as lm-evaluation-harness have been integrated and operate through a single CLI:
alignlab eval run --suite [套件名]Automatic invocation of underlying tools - configuration centricity: All benchmarks are defined in a unified YAML file containing:
- Data source location
- Formula for calculating evaluation indicators
- Tool dependencies
- Standardization of results: The output of different tools is converted to a uniform JSON structure, supported:
- Comparison of cross-instrumental indicators
- Combined report generation
- Version history tracking
Developers only need to maintain a configuration file, can realize the original need to manually connect 5-6 tools of the operation process, test preparation time reduced by an average of 70%.
This answer comes from the articleAlignLab: A Comprehensive Toolset for Aligning Large Language ModelsThe
May not be reproduced without permission:AI productivity tools " How do you avoid the efficiency issues associated with manually switching between multiple review tools?
