The Breakdown
- Unsloth slashes fine-tuning time and VRAM
- GGUF runs on consumer hardware via llama.cpp
- Open weights, no cloud dependency tax
- Base model quality still dictates results
- Technical barrier keeps normies out
Side Effects
big tech data harvesters filing complaints
Buy Instead
Pair with a Framework Laptop — modular, repairable, runs the quants forever.