OpenGPT-X
Aufbau eines Gaia-X Knotens für große KI-Sprachmodelle und innovative Sprachapplikations-Services; Teilvorhaben: Optimierung und Skalierung auf großen HPC-Systemen
Coordinator | Herten, Andreas |
Grant period | 2022-01-01 - 2024-12-31 |
Funding body | Bundesnetzagentur |
Identifier | G:(DE-Juel-1)68GX21007F |
All known publications ...
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Conference Presentation (Invited)
Efficient Computation of Low-Rank Representations to Reduce Memory Requirements in LLM Training
LoRAINNe’24: workshop on LOw-Rank Approximations and their Interactions with Neural NEtworks, LoRAINNe’24, NancyNancy, France, 26 Nov 2024 - 27 Nov 2024
[10.34734/FZJ-2024-06889]
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Conference Presentation (Other)
Mathematical Techniques to Reduce Memory Requirements in Deep Learning
OpenGPT-X Forum 2024, BerlinBerlin, Germany, 5 Nov 2024 - 5 Nov 2024
[10.34734/FZJ-2024-06888]
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Talk (non-conference) (Invited)
Efficient Computation of Low-Rank Representations to Reduce Memory Requirements in Deep Learning
RWTH Aachen SFB 1481 Colloquium, AachenAachen, Germany, 11 Dec 2024 - 11 Dec 2024
[10.34734/FZJ-2024-06883]
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Conference Presentation (Plenary/Keynote)
An Introduction to Large Language Models
Women in Data Science Conference Chemnitz, ChemnitzChemnitz, Germany, 6 Jun 2024 - 7 Jun 2024
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Contribution to a conference proceedings
Performance and Power: Systematic Evaluation of AI Workloads on Accelerators with CARAML
Supercomputing Conference 2024, 2024 International Workshop on Performance, Portability, and Productivity in HPC, SC24, AtlantaAtlanta, USA, 17 Nov 2024 - 22 Nov 2024
Nan (2024) [10.1109/SCW63240.2024.00158]
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Poster (Other)
CARAML: Systematic Evaluation of AI Workloads on Accelerators
OpenGPT-X Forum, BerlinBerlin, Germany, 5 Nov 2024 - 5 Nov 2024
[10.34734/FZJ-2024-06308]
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Contribution to a conference proceedings
OpenGPT-X: Novel Architecture Exploration
WHPC@SC23: 16th International Women in HPC Workshop, WHPC@SC23, Denver, ColoradoDenver, Colorado, USA, 12 Nov 2023 - 17 Nov 2023
2 pp. (2023) [10.34734/FZJ-2023-05369]
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Conference Presentation (Invited)
Novel Architecture Exploration - OpenGPT-X: Open Large Language Models
WHPC@SC23: 16th International Women in HPC Workshop, WHPC@SC23, Denver, ColoradoDenver, Colorado, USA, 12 Nov 2023 - 17 Nov 2023
[10.34734/FZJ-2023-04874]
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All known publications ...
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