1 citations · 1 across the 4 of their papers we have counts for
4 papers
JointFM-0.1: A Foundation Model for Multi-Target Joint Distributional Prediction
Stefan Hackmann
Despite the rapid advancements in Artificial Intelligence (AI), Stochastic Differential Equations (SDEs) remain the gold-standard formalism for modeling systems under uncertainty.…
syftr: Pareto-Optimal Generative AI
Alexander Conway, Debadeepta Dey, Stefan Hackmann +4
Retrieval-Augmented Generation (RAG) pipelines are central to applying large language models (LLMs) to proprietary or dynamic data. However, building effective RAG flows is complex…
HM3: Heterogeneous Multi-Class Model Merging
Stefan Hackmann
Foundation language model deployments often include auxiliary guard-rail models to filter or classify text, detecting jailbreak attempts, biased or toxic output, or ensuring topic…
Word Importance Explains How Prompts Affect Language Model Outputs
Stefan Hackmann, Haniyeh Mahmoudian, Mark Steadman +1
The emergence of large language models (LLMs) has revolutionized numerous applications across industries. However, their "black box" nature often hinders the understanding of how t…