Update README.md

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README.md

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 # DiffusionLM: Large Language Models with Diffusion
 
-[![PyPI version](https://badge.fury.io/py/diffusion-llm.svg)](https://badge.fury.io/py/diffusion-llm)
+[![PyPI version](https://badge.fury.io/py/diffusionLM.svg)](https://badge.fury.io/py/diffusionLM)
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
 
 DiffusionLM is a novel approach to language modeling that combines transformer architectures with diffusion processes for high-quality text generation. This package provides a flexible and efficient implementation of diffusion-based language models.