Intel has released the Extension for Transformers toolkit, which significantly enhances large language model inference performance on CPUs through LLM Runtime technology, achieving a 40x improvement. This toolkit optimizes kernels and supports various quantization options, addressing challenges in chat scenarios and demonstrating Intel's leading position in the field of artificial intelligence.