Unsloth ships new Dynamic v3.1 GGUFs for DeepSeek-V4.1-Flash and speeds up Qwen-Image under 16 GB VRAM. Batched mixture-of-expertsA model built from many specialist sub-networks where only a few activate per token, giving big-model capability at small-model running cost.Full definition →fine-tuningTaking a trained model and training it a bit more on your own examples so it gets better at one specific job.Full definition → also lets compatible jobs run together, which helps anyone fine-tuning or serving models locally.
Terms in this piece · Glossary
mixture-of-experts — A model built from many specialist sub-networks where only a few activate per token, giving big-model capability at small-model running cost.
fine-tuning — Taking a trained model and training it a bit more on your own examples so it gets better at one specific job.