Fine-tune language models locally with Unsloth. This open-source repository cuts VRAM requirements by 70%, letting you train ...

"Where did my pet go?" If you have a pet, you've probably asked this question at least once. One moment they're playing ...

Lara Croft has fought dinosaurs, killed gods, and tortured her own butler, and now she's facing her next adventure... G.I. Joe? Yes, that's right, to celebrate the iconic character's 30th anniversary, ...

Baking a cake in an air fryer isn’t always the best alternative to a tried and tested oven: they’re smaller, occasionally temperamental and harder to gauge effective cooking time and temperature. But ...

Everybody likes weekends. On weekends, you often drive with your family to crowded places like malls, theme parks, or circuses for outings and relaxation. But then comes one of the most frustrating ...

"topic": "LoRA / PEFT 参数高效微调 — LoRA / QLoRA(NF4+double-quant+paged) / DoRA / rsLoRA / PiSSA / AdaLoRA / LoRA-GA / LoRA+ / (IA)³ vs Adapter / Prefix ...

Abstract: Recent years have witnessed rapid deployments of low-cost, low-power devices in living environment to support various Internet of Things (IoT) based monitoring systems and sensing ...

Low rank adapation (LoRA) is a parameter efficient way to add new knowledge to a pretrained LLM. Although the pretrained LLM takes 100s of GB storage, a LoRA finetuned model only adds 1% storage and ...