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Ragas Critic Llm Qwen1.5 GPTQ

Developed by explodinggradients
The Ragas Evaluation Model is part of the Ragas synthetic test data generation pipeline, serving as an alternative to GPT-4 for evaluation tasks.
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Release Time : 4/3/2024

Model Overview

This model is primarily used for evaluating and generating synthetic test data as part of the Ragas framework, replacing GPT-4 in evaluation tasks.

Model Features

GPT-4 Alternative
Serves as an evaluation model, replacing GPT-4 within the Ragas framework.
Synthetic Test Data Generation
Specifically designed for generating and evaluating synthetic test data.
GPTQ Quantization
GPTQ quantized version based on Qwen1.5, optimized for inference efficiency.

Model Capabilities

Text Generation
Test Data Evaluation
Synthetic Data Generation

Use Cases

Test Data Generation
Synthetic QA Pair Generation
Generates synthetic question-answer pairs from documents for evaluation and testing.
Produces high-quality test data, achieving results comparable to GPT-4.
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