Qwen 3.8 27b is about to come out and you should absolutely try that when Unsloth has a Q6_K version… It will be the best local coding model at that size.
I am very fond of this specific model for 32 GB of VRAM and it will probably be the best agentic thing you can run including your ram.
Go into files and pick balanced if you’re doing complex agentic work with nuance or pick quality if you want to fit the model and 262k context in VRAM.
If you really want to mess with cpu offloading, try unsloth/Laguna-S-2.1-GGUF at q4_k_m. Its the perfect shape and size to work on your setup. Look into getting dflash working on it. You should be pushing 40tks by my estimate.
Keep an eye out for Ling-3.0-flash-GGUF to be officially supported. It’s similar in shape to Laguna but it’s supposed to be much smarter
Qwen 3.8 27b is about to come out and you should absolutely try that when Unsloth has a Q6_K version… It will be the best local coding model at that size.
I am very fond of this specific model for 32 GB of VRAM and it will probably be the best agentic thing you can run including your ram.
https://huggingface.co/SC117/Ornith-1.0-35B-MTP-APEX-GGUF
Go into files and pick balanced if you’re doing complex agentic work with nuance or pick quality if you want to fit the model and 262k context in VRAM.
If you really want to mess with cpu offloading, try unsloth/Laguna-S-2.1-GGUF at q4_k_m. Its the perfect shape and size to work on your setup. Look into getting dflash working on it. You should be pushing 40tks by my estimate.
Keep an eye out for Ling-3.0-flash-GGUF to be officially supported. It’s similar in shape to Laguna but it’s supposed to be much smarter