>>2051running a 30b model on consumer hardware is going to be tight if youre trying to do anything beyond simple text generation. youll definitely need at least
24GB of VRAM to get decent speeds without heavy quantization killing the logic. ive been testing some smaller models via ollama for my lead gen scrapers and it handles much better on a single 3090. if your automation involves multi-step reasoning or vision, you might hit a wall with memory bottlenecks pretty fast. are you planning to use this for
structured data extraction or just general chat tasks? spoilerjust dont expect it to run smoothly on an 8GB card./spoaster