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Large Language Models are amazing, but for many production problems, simpler techniques are faster, cheaper, and just as…Continue reading on Towards Data Science » Source link
Transformer-based neural networks have shown great ability to handle multiple tasks like text generation, editing, and question-answering. In many cases, models that use more parameters show…
For over 5 decades now, optical character recognition or OCR software has most commonly been used to digitize files and paper documents. OCR applications can convert…
This AI Paper Introduces Rational Transfer Function: Advancing Sequence Modeling with FFT Techniques
State-space models (SSMs) are crucial in deep learning for sequence modeling. They represent systems where the output depends on both current and past inputs. SSMs are…
Customer relationship management (CRM) software is a crucial tool for small businesses in any industry. These platforms help you track your sales, churn rate and other…
Implement an encoder-decoder recurrent network from scratchKeras 3.0 Tutorial: End-to-End Deep Learning Project Guide. Image by AuthorEven though I started using Pytorch a while ago, I…
How physics principles give us deeper insights into our dataBehind every data is a physical event in space and time (Photo by Alina Grubnyak on Unsplash)As…
Machine Learning (ML) is everywhere these days, playing a crucial role in countless fields worldwide. Its applications are endless, and we rely on it more than…
RLHF is the standard approach for aligning LLMs. However, recent advances in offline alignment methods, such as direct preference optimization (DPO) and its variants, challenge the…
Image by Author Have you ever compared your Python code to that of experienced developers and felt a stark difference? Despite learning Python from online…