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Questions tagged [scalability]

For questions about scalability related to software architectures and methods.

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LSTM - MAPE Loss Function gives Better Results when Data is De-Scaled before Loss Calculation

I am building an LSTM for predicting a price chart. MAPE resulted in the best loss function compared to ...
user134132523's user avatar
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How to Measure the Impact of Adding a Translation Layer to Large Language Models?

I'm currently exploring the integration of a translation layer into Large Language Models (LLMs) to preprocess all inputs into a uniform language (English) before processing by the model. The idea is ...
Ilya Gazman's user avatar
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Why is my super-computer scale PPO not scaling well?

Hi I basically have PPO as implemented in stable-baselines3 and so far it is not scaling well at all which is very concerning. The basic parallelism strategy is very similar to OpenAI five's training ...
profPlum's user avatar
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