Introducing Oblio Labs
Why we started a research lab around catastrophic forgetting in LoRA fine-tuning — and the open questions we're investigating first.
announcement catastrophic-forgetting lora
Practical research on what AI forgets
We study catastrophic forgetting and fine-tuning in large language models, and build practical tools around what we learn.
01
Catastrophic Forgetting
Mitigation strategies for continual learning in large language models.
02
Fine-Tuning
LoRA, QLoRA, adapter merging, and domain specialization workflows.
03
Real Implementations
Working toward usable tools, reproducible experiments, and open-source contributions.