News Update (#241)

Author: omrialmog

README.md

@@ -18,6 +18,7 @@
 
 ## Latest News
 
+- [2025/08/01] [Optimizing LLMs for Performance and Accuracy with Post-Training Quantization](https://developer.nvidia.com/blog/optimizing-llms-for-performance-and-accuracy-with-post-training-quantization/)
 - [2025/06/24] [Introducing NVFP4 for Efficient and Accurate Low-Precision Inference](https://developer.nvidia.com/blog/introducing-nvfp4-for-efficient-and-accurate-low-precision-inference/)
 - [2025/05/14] [NVIDIA TensorRT Unlocks FP4 Image Generation for NVIDIA Blackwell GeForce RTX 50 Series GPUs](https://developer.nvidia.com/blog/nvidia-tensorrt-unlocks-fp4-image-generation-for-nvidia-blackwell-geforce-rtx-50-series-gpus/)
 - [2025/04/21] [Adobe optimized deployment using TensorRT-Model-Optimizer + TensorRT leading to a 60% reduction in diffusion latency, a 40% reduction in total cost of ownership](https://developer.nvidia.com/blog/optimizing-transformer-based-diffusion-models-for-video-generation-with-nvidia-tensorrt/)