Update README.md

README.md

@@ -15,6 +15,3 @@ Download our sparsity-aware inference engines and open source tools for fast mod
 * [DeepSparse](https://github.com/neuralmagic/deepsparse): Inference runtime offering GPU-class performance on CPUs and APIs to integrate ML into your application
 * [SparseML](https://github.com/neuralmagic/sparseml): Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
 * [SparseZoo](https://sparsezoo.neuralmagic.com/): Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes
-
-
-**✨NEW✨ DeepSparse LLMs**: We are excited to announce our paper on Sparse Fine-Tuning of LLMs, starting with MPT and Llama 2. 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).