PinnedRidadogrulinAI MindTriplet Loss in Tensorflow SimilarityTensorflow SimilaritySep 27, 2023Sep 27, 2023
PinnedRidadogrulinAI MindPerformance Improvement Methods in Deep Learning Applications (Regularization)When we try to solve any problem with machine learning methods, we do not have clear information at the beginning about whether the data…Jul 29Jul 29
RidadogrulinAI MindExploring LLMs, PEFT, LoRA, and QLoRA: Advancements in Efficient Model TrainingWhat is LLM (Large Language Model)?Sep 9Sep 9
RidadogrulinAI MindUnderstanding CPU Threading and TorchScript Inference in PyTorchIn this blog, we’ll explore how CPU threading and TorchScript inference work in PyTorch, emphasizing their significance in the field of…May 27May 27
RidadogrulinAI MindCalculating and Managing the Economic Burden of Running LLMsThe cost of using large language models (LLMs) can be divided into two main categories: proprietary LLMs and open-source LLMs. In this…May 20May 20
RidadogrulinAI MindFeature Extraction in Machine Learning ProjectsMachine learning continues to attract significant interest in both the private sector and academia. The ability of computers and machines…May 20May 20
RidadogrulinAI MindEnhancing Small Object Detection: Strategies and ImplementationsDetecting small objects in images is a challenging task in computer vision, primarily due to the limited amount of information available…May 20May 20
RidadogrulinAI MindComputer VisionComputer vision is a field of artificial intelligence (AI) that enables computers to interpret and make decisions based on visual data from…May 20May 20
RidadogrulinAI MindAnalyzing and Optimizing Your Deep Learning Models Using TensorBoard with PyTorchTensorBoard is a powerful tool used to visualize the performance and behavior of deep learning models trained with PyTorch. In this blog…May 6May 6
RidadogrulinAI MindThe Rising Role of Transducers in Image Processing and SAM: Segment Anything ModelTransducers, particularly in Natural Language Processing (NLP), have seen growing use in various Artificial Intelligence domains. One such…Mar 22Mar 22