Update README.md

README.md

@@ -8,21 +8,25 @@ prompt_template: |
   <|im_start|>user
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-sparsified_by: mgoin
+quantized_by: mgoin
 tags:
 - deepsparse
 ---
 
 # OpenHermes 2.5 Mistral 7B - DeepSparse
 
-This repo contains [DeepSparse](https://github.com/neuralmagic/deepsparse) model files for [Teknium's OpenHermes 2.5 Mistral 7B](https://huggingface.co/teknium/OpenHermes-2.5-Mistral-7B).
+This repo contains [DeepSparse](https://github.com/neuralmagic/deepsparse), a sparsity-aware CPU inference runtime, model files for [Teknium's OpenHermes 2.5 Mistral 7B](https://huggingface.co/teknium/OpenHermes-2.5-Mistral-7B).
 
 This model was quantized and pruned with [SparseGPT](https://arxiv.org/abs/2301.00774), using [SparseML](https://github.com/neuralmagic/sparseml).
 
 ## Inference
 
-Install DeepSparse: `pip install deepsparse-nightly[llm]`
+Install [DeepSparse LLM](https://github.com/neuralmagic/deepsparse): 
+```
+pip install deepsparse-nightly[llm]
+```
 
+Run in a [Python pipeline](https://github.com/neuralmagic/deepsparse/blob/main/docs/llms/text-generation-pipeline.md):
 ```python
 from deepsparse import TextGeneration
 system_message = ""