update publication (#1500)

Signed-off-by: Wenxin Zhang <[email protected]>
intel · Apr 21, 2024 · 8f5febc · 8f5febc
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diff --git a/docs/publication.md b/docs/publication.md
@@ -1,12 +1,13 @@
-Full Publications/Events (47)
+Full Publications/Events (48)
 ==========
 
-## 2024 (7)
+## 2024 (8)
+* Blod published on Intel NewsRoom: [Intel Welcomes Open Platform for Enterprise AI](https://www.intel.com/content/www/us/en/newsroom/news/intel-welcomes-open-platform-enterprise-ai.html#gs.89490l) (April 2024)
 * Blog published on Intel Developer News: [Weight-only Quantization in LLM Inference Using Intel® Extension for PyTorch* on Intel® Core™ Ultra Processors for AI PCs](https://www.intel.com/content/www/us/en/developer/articles/technical/weight-only-quantization-in-llm-inference.html) (Apr 2024)
 * Blog published on Techcrunch: [Intel and others commit to building open generative AI tools for the enterprise](https://techcrunch.com/2024/04/16/intel-and-others-commit-to-building-open-generative-ai-tools-for-the-enterprise) (Apr 2024)
 * Video on YouTube: [Intel Vision Keynotes 2024](https://www.youtube.com/watch?v=QB7FoIpx8os&t=2280s) (Apr 2024)
 * Blog published on Vectara: [Do Smaller Models Hallucinate More?](https://vectara.com/blog/do-smaller-models-hallucinate-more) (Apr 2024)
-* Blod published on Intel Newsroom: [Intel Gaudi 2 Remains Only Benchmarked Alternative to NV H100 for GenAI Performance](https://www.intel.com/content/www/us/en/newsroom/news/new-gaudi-2-xeon-performance-ai-inference.html#gs.858z19) (March 2024)
+* Blod published on Intel NewsRoom: [Intel Gaudi 2 Remains Only Benchmarked Alternative to NV H100 for GenAI Performance](https://www.intel.com/content/www/us/en/newsroom/news/new-gaudi-2-xeon-performance-ai-inference.html#gs.858z19) (March 2024)
 * Blog published on Intel Developer News: [Use the neural-chat-7b Model for Advanced Fraud Detection: An AI-Driven Approach in Cybersecurity](https://www.intel.com/content/www/us/en/developer/articles/technical/bilics-approach-cybersecurity-using-neuralchat-7b.html) (March 2024)
 * CES 2024: [CES 2024 Great Minds Keynote: Bringing the Limitless Potential of AI Everywhere: Intel Hybrid Copilot demo](https://youtu.be/70J3uO3eLZA?t=1348) (Jan 2024)
 

diff --git a/examples/huggingface/pytorch/text-generation/quantization/run_benchmark.sh b/examples/huggingface/pytorch/text-generation/quantization/run_benchmark.sh
@@ -180,8 +180,8 @@ function run_benchmark {
 	    pip install transformers==4.35.2
         script="run_generation_sq.py"
     elif [ "${topology}" = "mistral_7b" ]; then
-        model_name_or_path="Intel/neural-chat-7b-v3
-        script="run_generation_sq.py""
+        model_name_or_path="Intel/neural-chat-7b-v3"
+        script="run_generation_sq.py"
     elif [ "${topology}" = "phi_1b" ]; then
         model_name_or_path="susnato/phi-1_dev"
 	    pip install transformers==4.36.1