no code implementations • 22 Feb 2024 • Dimitri von Rütte, Sotiris Anagnostidis, Gregor Bachmann, Thomas Hofmann
Concept guidance has emerged as a cheap and simple way to control the behavior of language models by probing their hidden representations for concept vectors and using them to perturb activations at inference time.
1 code implementation • 19 Jul 2023 • Dimitri von Rütte, Elisabetta Fedele, Jonathan Thomm, Lukas Wolf
In an era where visual content generation is increasingly driven by machine learning, the integration of human feedback into generative models presents significant opportunities for enhancing user experience and output quality.
no code implementations • 14 Apr 2023 • Andreas Köpf, Yannic Kilcher, Dimitri von Rütte, Sotiris Anagnostidis, Zhi-Rui Tam, Keith Stevens, Abdullah Barhoum, Nguyen Minh Duc, Oliver Stanley, Richárd Nagyfi, Shahul ES, Sameer Suri, David Glushkov, Arnav Dantuluri, Andrew Maguire, Christoph Schuhmann, Huu Nguyen, Alexander Mattick
In an effort to democratize research on large-scale alignment, we release OpenAssistant Conversations, a human-generated, human-annotated assistant-style conversation corpus consisting of 161, 443 messages in 35 different languages, annotated with 461, 292 quality ratings, resulting in over 10, 000 complete and fully annotated conversation trees.
2 code implementations • 26 Jan 2022 • Dimitri von Rütte, Luca Biggio, Yannic Kilcher, Thomas Hofmann
Generating music with deep neural networks has been an area of active research in recent years.