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Sabela Ramos
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Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, JB Alayrac, J Yu, R Soricut, J Schalkwyk, ...
arXiv preprint arXiv:2312.11805, 2023
31812023
Gemma 2: Improving open language models at a practical size
G Team, M Riviere, S Pathak, PG Sessa, C Hardin, S Bhupatiraju, ...
arXiv preprint arXiv:2408.00118, 2024
4132024
Acme: A research framework for distributed reinforcement learning
MW Hoffman, B Shahriari, J Aslanides, G Barth-Maron, N Momchev, ...
arXiv preprint arXiv:2006.00979, 2020
2732020
Performance analysis of HPC applications in the cloud
RR Expósito, GL Taboada, S Ramos, J Touriño, R Doallo
Future Generation Computer Systems 29 (1), 218-229, 2013
1502013
Java in the high performance computing arena: Research, practice and experience
GL Taboada, S Ramos, RR Expósito, J Tourino, R Doallo
Science of Computer Programming 78 (5), 425-444, 2013
1362013
Modeling communication in cache-coherent SMP systems: a case-study with Xeon Phi
S Ramos, T Hoefler
Proceedings of the 22nd international symposium on High-performance parallel …, 2013
1212013
On-policy distillation of language models: Learning from self-generated mistakes
R Agarwal, N Vieillard, Y Zhou, P Stanczyk, SR Garea, M Geist, ...
The Twelfth International Conference on Learning Representations, 2024
772024
Factually consistent summarization via reinforcement learning with textual entailment feedback
P Roit, J Ferret, L Shani, R Aharoni, G Cideron, R Dadashi, M Geist, ...
arXiv preprint arXiv:2306.00186, 2023
772023
Gkd: Generalized knowledge distillation for auto-regressive sequence models
R Agarwal, N Vieillard, P Stanczyk, S Ramos, M Geist, O Bachem
arXiv preprint arXiv:2306.13649 12, 2023
672023
Capability models for manycore memory systems: A case-study with Xeon Phi KNL
S Ramos, T Hoefler
2017 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2017
672017
Multithreaded and Spark parallelization of feature selection filters
C Eiras-Franco, V Bolón-Canedo, S Ramos, J González-Domínguez, ...
Journal of Computational Science 17, 609-619, 2016
502016
General‐purpose computation on GPUs for high performance cloud computing
RR Expósito, GL Taboada, S Ramos, J Tourino, R Doallo
Concurrency and Computation: Practice and Experience 25 (12), 1628-1642, 2013
372013
Gemma 2: Improving open language models at a practical size, 2024
G Team, M Riviere, S Pathak, PG Sessa, C Hardin, S Bhupatiraju, ...
URL https://arxiv. org/abs/2408.00118 1 (3), 2024
362024
{Machine-Aware} Atomic Broadcast Trees for Multicores
S Kaestle, R Achermann, R Haecki, M Hoffmann, S Ramos, T Roscoe
12th USENIX Symposium on Operating Systems Design and Implementation (OSDI …, 2016
342016
Evaluation of Java for general purpose GPU computing
J Docampo, S Ramos, GL Taboada, RR Expósito, J Tourino, R Doallo
2013 27th International Conference on Advanced Information Networking and …, 2013
302013
Analysis of I/O performance on an Amazon EC2 cluster compute and high I/O platform
RR Expósito, GL Taboada, S Ramos, J González-Domínguez, J Touriño, ...
Journal of grid computing 11, 613-631, 2013
282013
Reverb: a framework for experience replay
A Cassirer, G Barth-Maron, E Brevdo, S Ramos, T Boyd, T Sottiaux, ...
arXiv preprint arXiv:2102.04736, 2021
262021
Parallel pairwise epistasis detection on heterogeneous computing architectures
J González-Domínguez, S Ramos, J Touriño, B Schmidt
IEEE Transactions on Parallel and Distributed Systems 27 (8), 2329-2340, 2015
262015
Hyperparameter selection for imitation learning
L Hussenot, M Andrychowicz, D Vincent, R Dadashi, A Raichuk, S Ramos, ...
International Conference on Machine Learning, 4511-4522, 2021
232021
Bond: Aligning llms with best-of-n distillation
PG Sessa, R Dadashi, L Hussenot, J Ferret, N Vieillard, A Ramé, ...
arXiv preprint arXiv:2407.14622, 2024
202024
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