Free token new way to run local ai on limited hardware

Comment using cache like mechanisms and streaming local ai becomes faster in smaller more limited hardware, such as traditional gaming pc setups.

 

cool video from the stack youtuber: Did DeepSeek Harness Just Change AI Forever?

 

Local ai qwen 3.8 tested

 

xcreate tries various levels of quantization on his mac with this recent model.  The results are quite impressive for such a limited model.

Video about Unsloth studio

 

comment: Youtube channel Learn Meta-Analysis goes over first impressions the unsloth studio ui.  There are many benefits to the ui, and according to the youtuber it can do video, images, and text, iirc.  Of course that depends on the loaded model.  Can also work with web based models not just local models.