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 ...

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 ...

Abstract: Long Range (LoRa) is one of the widely adopted techniques for Internet of Things (IoT). Preamble detection is a key initial task for LoRa systems. Meanwhile, the so-called threshold-based ...