Not yet. You can use quantized models and get OK performance on a good machine but if you're looking to replace something like Claude you're still probably a year or two out on a high end machine running models from a year or two ago.

I built a machine just for LLMs and its good enough as a search engine replacement but way too slow for coding or other highly complex tasks.