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electricarchaeology.ca
| | yasha.solutions
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| | A loss function, also known as a cost function or objective function, is a critical component in training machine learning models, particularly in neural networks and deep learning...
| | haifengl.wordpress.com
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| | Generative artificial intelligence (GenAI), especially ChatGPT, captures everyone's attention. The transformerbased large language models (LLMs), trained on a vast quantity of unlabeled data at scale, demonstrate the ability to generalize to many different tasks. To understand why LLMs are so powerful, we will deep dive into how they work in this post. LLM Evolutionary Tree...
| | bdtechtalks.com
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| | The transformer model has become one of the main highlights of advances in deep learning and deep neural networks.
| | lilianweng.github.io
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| [Updated on 2021-09-19: Highly recommend this blog post on score-based generative modeling by Yang Song (author of several key papers in the references)]. [Updated on 2022-08-27: Added classifier-free guidance, GLIDE, unCLIP and Imagen. [Updated on 2022-08-31: Added latent diffusion model. [Updated on 2024-04-13: Added progressive distillation, consistency models, and the Model Architecture section.