Update README.md

README.md

@@ -17,4 +17,4 @@ Download our sparsity-aware inference engine and open source tools for GPU-class
 
 
 #### ✨NEW✨ DeepSparse LLMs
-We are pleased to announce our paper on Sparse Finetuning of LLMs, starting with MosaicML's MPT-7b. Check out the [paper], [models](https://sparsezoo.neuralmagic.com/?datasets=gsm8k&ungrouped=true), and [usage](https://research.neuralmagic.com/mpt-sparse-finetuning).
+We are pleased to announce our paper on Sparse Finetuning of LLMs, starting with MosaicML's MPT-7b. Check out the [paper](https://arxiv.org/abs/2310.06927), [models](https://sparsezoo.neuralmagic.com/?datasets=gsm8k&ungrouped=true), and [usage](https://research.neuralmagic.com/mpt-sparse-finetuning).