Mustafa AlahmidFull parameters Fintune Mistral 7b v0.2 instructs on 96 Gb GPUs with accelrate and FSDPIn the rapidly advancing field of artificial intelligence, the fine-tuning of large language models has become a critical process for…Apr 8Apr 8
Mustafa AlahmidTips for preparing image dataset for object detectionPreparing dataset could be the most annoying and time consuming part in Artificial intelligence world because without a good data it will…Mar 10, 2023Mar 10, 2023
Mustafa AlahmidRemove object from object detection dataset using CV2 inpaintingFew weeks ago, I participated in a challenge to solve a computer vision problem, and the given dataset was so messy and unbalanced,Mar 8, 2023Mar 8, 2023
Mustafa AlahmidStudying Bitcoin Using ChatGPT + codeChatGPT is the new trend in AI, NLP and search engines, it can answer most of questions, while it can’t be correct 100% and can’t answer…Jan 3, 2023Jan 3, 2023
Mustafa AlahmidNeural Network From Scratch in Python pt-7 (Derivatives and Gradients)To understand the partial derivatives we need to understand derivatives which is a case of partial derivativesAug 24, 2022Aug 24, 2022
Mustafa AlahmidCreate your Bitcoin dollar cost average(DCA) Calculator in pythonDollar cost average is a practice of investing a fixed dollar amount on a regular basis, regardless of the share price, its basically means…Aug 11, 20221Aug 11, 20221
Mustafa AlahmidNeural Network From Scratch in Python pt-6 (loss) + All code togetherWen training a neural network model we need to know how accurate is our model with the current weights and biases and then tweak them to…Apr 25, 2022Apr 25, 2022
Mustafa AlahmidNeural Network From Scratch in Python pt-5 (softmax function) + codeIn classification case, we need an activation function that meant for classification problem, so softmax is the activation function.Apr 22, 2022Apr 22, 2022
Mustafa AlahmidNeural Network From Scratch in Python pt-4 (Activation Functions) + codeActivation functions are used to modify the output of neuron or a layer, we use different type of activation functions for different cases…Apr 20, 2022Apr 20, 2022
Mustafa AlahmidNeural Network From Scratch in Python pt-3 (Dense Layer) + codeIn this article we will implement a dense layer classApr 17, 2022Apr 17, 2022