Update README.md (#12677)

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> - ***70+ models** have been optimized/verified on `ipex-llm` (e.g., Llama, Phi, Mistral, Mixtral, Whisper, Qwen, MiniCPM, Qwen-VL, MiniCPM-V and more), with state-of-art **LLM optimizations**, **XPU acceleration** and **low-bit (FP8/FP6/FP4/INT4) support**; see the complete list [here](#verified-models).*
## Latest Update 🔥
- [2025/01] We add the guide for running `ipex-llm` on Intel Arc [B580](mddocs/Quickstart/bmg_quickstart.md) GPU
- [2025/01] We add the guide for running `ipex-llm` on Intel Arc [B580](docs/mddocs/Quickstart/bmg_quickstart.md) GPU
- [2024/12] We added support for running [Ollama 0.4.6](docs/mddocs/Quickstart/ollama_quickstart.md) on Intel GPU.
- [2024/12] We added both ***Python*** and ***C++*** support for Intel Core Ultra [NPU](docs/mddocs/Quickstart/npu_quickstart.md) (including 100H, 200V and 200K series).
- [2024/11] We added support for running [vLLM 0.6.2](docs/mddocs/DockerGuides/vllm_docker_quickstart.md) on Intel Arc GPUs.