Max Ryabinin
Max Ryabinin
Yandex, HSE University
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Bloom: A 176b-parameter open-access multilingual language model
TL Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...
arXiv preprint arXiv:2211.05100, 2022
Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts
M Ryabinin, A Gusev
Advances in Neural Information Processing Systems 33 (NeurIPS 2020), 3659–3672, 2020
Distributed Deep Learning in Open Collaborations
M Diskin*, A Bukhtiyarov*, M Ryabinin*, L Saulnier, Q Lhoest, A Sinitsin, ...
Advances in Neural Information Processing Systems 34 (NeurIPS 2021), 2021
Embedding Words in Non-Vector Space with Unsupervised Graph Learning
M Ryabinin, S Popov, L Prokhorenkova, E Voita
Empirical Methods in Natural Language Processing (EMNLP 2020), 7317–7331, 2020
Moshpit SGD: Communication-Efficient Decentralized Training on Heterogeneous Unreliable Devices
M Ryabinin*, E Gorbunov*, V Plokhotnyuk, G Pekhimenko
Advances in Neural Information Processing Systems 34 (NeurIPS 2021), 2021
Scaling Ensemble Distribution Distillation to Many Classes With Proxy Targets
M Ryabinin, A Malinin, M Gales
Advances in Neural Information Processing Systems 34 (NeurIPS 2021), 2021
Secure Distributed Training at Scale
E Gorbunov, A Borzunov, M Diskin, M Ryabinin
International Conference on Machine Learning, 7679-7739, 2022
Distributed methods with compressed communication for solving variational inequalities, with theoretical guarantees
A Beznosikov, P Richtárik, M Diskin, M Ryabinin, A Gasnikov
arXiv preprint arXiv:2110.03313, 2021
It's All in the Heads: Using Attention Heads as a Baseline for Cross-Lingual Transfer in Commonsense Reasoning
A Tikhonov*, M Ryabinin*
Findings of the ACL 2021, 3534–3546, 2021
Petals: Collaborative inference and fine-tuning of large models
A Borzunov, D Baranchuk, T Dettmers, M Ryabinin, Y Belkada, ...
arXiv preprint arXiv:2209.01188, 2022
Training Transformers Together
A Borzunov, M Ryabinin, T Dettmers, Q Lhoest, L Saulnier, M Diskin, ...
Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track 176 …, 2022
Adaptive Prediction Time for Sequence Classification
M Ryabinin, E Lobacheva
RuCoLA: Russian Corpus of Linguistic Acceptability
V Mikhailov, T Shamardina, M Ryabinin, A Pestova, I Smurov, E Artemova
arXiv preprint arXiv:2210.12814, 2022
SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient
M Ryabinin, T Dettmers, M Diskin, A Borzunov
Unsupervised Discovery of Interpretable Latent Manipulations in Language VAEs
M Ryabinin, A Babenko, E Voita
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