Oguzhan CetinkayaAttention is all you need — Self attention with a super simple exampleLet’s imagine you’re writing a story, and you’re trying to figure out what word comes next in a sentence. You’ve already written some…Jan 16Jan 16
Oguzhan CetinkayaAttention is all you need — Part 1: EmbeddingsAs we all know, “Attention Is All You Need” paper, which introduced the Transformer model, a revolutionary architecture in the field of…Jan 11Jan 11
Oguzhan CetinkayaA breaktrough from Google DeepMindMillions of new materials discovered with deep learningNov 30, 2023Nov 30, 2023
Oguzhan CetinkayaPre-training vs Supervised Fine-TuningYou have a specific use case in mind and want to leverage the power of AI through large language models (LLMs) to address it. However, even…Oct 18, 2023Oct 18, 2023
Oguzhan CetinkayaLarge Language Model Compression TechniquesModel compression is a broad area with several techniques aimed at reducing the size of neural network models or their computational…Oct 14, 2023Oct 14, 2023
Oguzhan CetinkayaWeights and BiasesIn deep learning, “weights” and “biases” are fundamental components of neural networks. They are the parameters that the network learns…Oct 14, 2023Oct 14, 2023
Oguzhan CetinkayaQuantizationQuantization in the context of deep learning, is the process of reducing the numerical precision of a model’s parameters (weights and…Oct 14, 2023Oct 14, 2023
Oguzhan CetinkayaFrom Mouse to Mind: The Evolution of Human-Machine Interaction and the Dawn of Large Language…Have you ever heard of the ‘Mother of All Demos’?Jun 17, 2023Jun 17, 2023
Oguzhan Cetinkayain𝐀𝐈 𝐦𝐨𝐧𝐤𝐬.𝐢𝐨Challenges of Next-Generation LLM ChatbotsIt is incredible how easy it is to create a virtual assistant with Generative AI technology, especially with OpenAI chat models. On the…May 8, 2023May 8, 2023
Oguzhan CetinkayaIndependent Benchmark for LLMs by Stanford UniversityLanguage models have revolutionized the way we communicate and interact with technology. With companies like Google, Microsoft, and OpenAI…May 7, 2023May 7, 2023
