Sophia
The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
Train language models more efficiently using a special optimization method.
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Free · no card · unsubscribe anytimeThe official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
Sophia has 1k stars on GitHub. It has been forked 58 times. Sophia is written mainly in Python. It has been in active development since 2023. Sophia is available under the MIT license. Its main topics are deep-learning, large-language-models, optimizer.
What is Sophia?
The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”
Is Sophia open source?
Sophia is an open-source project. It is released under the MIT license.
Is Sophia free?
Yes. Sophia is free and open source — you can use, modify and self-host it.
What license does Sophia use?
Sophia is available under the MIT license.
What language is Sophia written in?
Sophia is written mainly in Python.
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