[None][doc] doc updates (#10704)

Signed-off-by: Jun Yang <143764042+juney-nvidia@users.noreply.github.com>
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@ -5,6 +5,9 @@ TensorRT LLM
<h4>TensorRT LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and supports
state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs.</h4>
🌟 TensorRT LLM is experimenting with Image&Video Generation models in [TensorRT-LLM/feat/visual_gen](https://github.com/nvidia/tensorrt-llm/tree/feat/visual_gen) branch.
This branch is a prototype and not stable for production use. PRs are not accepted.
[![Documentation](https://img.shields.io/badge/docs-latest-brightgreen.svg?style=flat)](https://nvidia.github.io/TensorRT-LLM/)
[![python](https://img.shields.io/badge/python-3.12-green)](https://www.python.org/downloads/release/python-3123/)
[![python](https://img.shields.io/badge/python-3.10-green)](https://www.python.org/downloads/release/python-31012/)