Below i start i have the following: rx6700xt 12gb vram (AMD) r5 5600x 32gb ddr4 3200 llama.cpp vulkan sdk qwen3.8 27b iq3xxs tielcoder qwen3.6 35b a3b since im out most of the time, i wanted to deploy my "local" agents to complete a series of task which ill get to in a second. The steps is as followed, -at time x, the larger model is automatically deployed and run in llama.cpp -somehow uses pi dev, to start completing a set of task assigned from the user (usually planned before hand and the model executes after) -after it plans, its information, ideas are then saved somewhere in my desktop -it thens unloads itself and have something to launch the smaller models -the smaller models then completes the task, instructions all from the larger model -after its completed it will offload itself this part is something that could be implemented but is optional if the process or load is too much -the larger model then loads itself and checks the process, proceeds the information -if the task is a success it will offload itself, if not it will provide new instructions and the smaller models will work on it after (agent loop i guess) "note" the smaller model shouldn't waste time rechecking or making sure it works well, the larger model should have planned before hand Im looking forward for any suggestions for models that satisfies these needs do not i can't run strata qwen3.8 flash next sadly... its 1 generation or model behind the supported one Maybe consider a fast model and great at completing task, and a larger model that plans or thinks well for the entire process For the task specifically, it could be anything but i do have some in mind researching, visual designing, file management, summarizing something I appreciate any suggestions and solutions. Im still at the planning process but currently im using qwen3.6 35b a3b tiel coder as my main model for chatting   submitted by   /u/Loose_Doubt367 [link]   [comments]