calibrate_qa_mapper
OfficialAccurately calibrate QA pairs for optimal reference text alignment.
Data & Analytics#data preprocessing#QA calibration#reference text alignment#language style adjustment#QA dataset
Authorcas-bigdatalab
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenge of calibrating question-answer pairs to ensure they align with the reference text, improving accuracy and language style.
Core Features & Use Cases
- Reference Text Alignment: Ensures question-answer pairs match the language style and context of the reference text.
- Data Transformation: Processes and adjusts questions and answers to conform to specific reference styles.
- Use Case: For instance, if you have a dataset of FAQs and want to refine them based on a particular language style or context, this Skill can help achieve that.
Quick Start
Use the calibrate_qa_mapper skill to calibrate your QA pairs by specifying the input and output JSON file paths, the LLM model, and the desired output file path.
Dependency Matrix
Required Modules
data_juicer
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: calibrate_qa_mapper Download link: https://github.com/cas-bigdatalab/piflow/archive/main.zip#calibrate-qa-mapper Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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