Articles tagged ai
4 articles
Fine-tuning with limited hardware resources
- AI Geek Programmer
- NLP
- 26 June 2023
Efficient fine-tuning of a large language model in Google Colab using PEFT, LoRa and quantization (base model: RedPajama INCITE Chat 3B)
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Welcome tomorrow - how AI will shape the world by 2032
- AI Geek Programmer
- MACHINE LEARNING
- 17 December 2022
Some of my thoughts and predictions on how AI will change the world in the next 10 years.
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Logistic regression and Keras for classification
- AI Geek Programmer
- COMPUTER VISION
- 14 October 2019
In this tutoarial, you will learn how to use logistic regression and Keras to do a simple binary classification.
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Handwritten Digit Recognition with Keras
- AI Geek Programmer
- COMPUTER VISION
- 30 August 2019
Tutorial on handwritten digit recognition using Keras, Tensorflow and Python. Step-by-step instructions and coding. Thorough explanations.
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- machine learning
- artificial intelligence
- deep learning
- shape recognition
- python
- keras
- convolutional neural networks
- numpy
- cifar10
- convnets
- tensorflow
- ai
- overfitting
- anaconda
- mnist
- pytorch
- data augmentation
- development environment
- dropout
- GPU
- nlp
- scikit-learn
- transformer architecture
- batch normalization
- blockchain
- digits dataset
- google colab
- huggingface
- internal covariate shift
- k-nn