FIELD NOTES TOPIC

calibration collapse

2 notes, newest first.

  1. Neuron-Aware Data Selection for Annotation-Free LLM Self-Distillation

    Source note ·

    Researchers propose a new method called Neuron On-Policy Self-Distillation (Neuron-OPSD) for training large language models without human annotations in specialized domains where they are costly to obtain. This method…

  2. Neuron-Aware Data Selection for Annotation-Free LLM Self-Distillation

    Source note ·

    Researchers have developed a new method called Neuron On-Policy Self-Distillation (Neuron-OPSD) for training large language models without the need for real-world interaction feedback or human-labeled supervision…