Chris Hayduk ChrisHayduk
ChrisHayduk
/ merge_qlora_with_quantized_model.py
Last active
November 13, 2024 10:49
Merging QLoRA weights with quantized model
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| """ | |
| The code below combines approaches published by both @eugene-yh and @jinyongyoo on Github. | |
| Thanks for the contributions guys! | |
| """ | |
| import torch | |
| import peft |
ChrisHayduk
/ CNN Neural Net
Created
May 1, 2016 20:12
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| MultiLayerConfiguration.Builder builder = new NeuralNetConfiguration.Builder() | |
| .seed(123) | |
| .iterations(iterations) | |
| .regularization(true).l2(.0005) //Arbitrary | |
| .learningRate(0.005) | |
| .weightInit(WeightInit.XAVIER) | |
| .gradientNormalization(GradientNormalization.ClipElementWiseAbsoluteValue) | |
| .optimizationAlgo(OptimizationAlgorithm.STOCHASTIC_GRADIENT_DESCENT) | |
| .updater(Updater.NESTEROVS).momentum(0.5) | |
| .list(6) |