How much difference does MTP make? Qwen 3.6 27B tested - 16GB Local LLM setup

In this video I am testing Qwen 3.6 27B non-MTP against the MTP version to see how much of a difference MTP makes not just in terms of speed, but does it affect model quality?

Both models are running on a local AI PC I have built with 16GB VRAM and 32GB DDR4 RAM.

1. Performance
2. Memory
3. Agency
4. Coding

If you're interested in local LLMs, AI and homelabs from the perspective of a software engineer with many years of professional experience working with LLMs in production - feel free to subscribe!

Non-MTP: https://huggingface.co/unsloth/Qwen3.6-27B-GGUF
MTP: https://huggingface.co/unsloth/Qwen3.6-27B-MTP-GGUF
GitHub: https://github.com/lukesdevlab/youtube
Patreon: https://www.patreon.com/cw/LukesDevLab

#localllm #localai #qwen #homelab #llamacpp #homelab #mtp #27b

Chapters:
0:00 Intro
0:16 Models
0:38 System Specs
0:51 Performance
2:04 Memory
3:37 Agency Overview
4:29 Agency Results
6:27 Coding non-MTP
8:53 Coding MTP
10:46 Conclusion

Видео How much difference does MTP make? Qwen 3.6 27B tested - 16GB Local LLM setup канала Luke's Dev Lab