encoder-model

This paper introduces a task for hallucination span detection in LLMs by aligning output tokens with input evidence, proposing an encoder-based model that uses prediction confidence to detect hallucinations without manual alignments.

Liquid AI's LFM2.5-Encoders can identify and strip 40 types of PII across 16 languages in one pass, designed for secure AI data processing within private pipelines.

暗示即将以低调方式发布一个强大的开源多语言ColBERT搜索模型。