RAFT Toolkit

Retrieval Augmentation Fine-Tuning Platform

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Configuration

Core Settings

Processing

Output

Processing Preview

Estimated Chunks
Estimated QA Points
Files to Process

Analysis Tools

Comprehensive evaluation and analysis tools for your RAFT-generated datasets

Dataset Evaluation

Evaluate model performance on generated datasets with comprehensive metrics and analytics.

Answer Generation

Generate high-quality answers for evaluation datasets using various language models.

PromptFlow Analysis

Advanced multi-dimensional evaluation using Microsoft PromptFlow framework.

Relevance
Groundedness
Fluency
Coherence

Dataset Analysis

Analyze dataset statistics, quality metrics, and generate comprehensive reports.

Basic Statistics
Quality Metrics
Length Distribution
Sample Examples

Model Comparison

Compare performance across different models with side-by-side analysis and metrics.

Response Length
Response Speed
Token Usage

Batch Processing

Process multiple datasets with automated workflows and scheduled operations.

Results

Processing Jobs

Monitor dataset generation and analysis tasks

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