Big models
| Date | 04 Jul, 2022 - 17 Jul, 2022 |
| Place | AIRI Summer school |
| Role | Team Leader |
Materials
Lectures
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Methods for training large-scale deep learning models by Ivan Oseledets
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Practical algorithms for Recommender Systems by Evgeny Frolov
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Optimization methods for training large models by Aleksandr Katrutsa and Daniil Merkulov
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Speeding up and compression of Convolutional Neural Networks by Konstantin Sobolev
Materials
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Project proposals
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NeuroKorzh huggingface space
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Big language model training
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Two stage recommender system presentation
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Quantization presentation
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Accelerating ALS for tensor ring decomposition
Moments
