Ragas-critic-llm-Qwen1.5-GPTQ Open-source Evaluation Model - A Free Alternative to GPT-4 for Data Evaluation

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.

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.

Text Generation

Test Data Evaluation

Synthetic Data Generation

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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