Impressed by the image-generation capabilities of Flux, I decided to dive in and experience it for myself. This blog is a personal guide to fine-tuning Flux 1.1-dev LoRA to create high-quality, lifelike images of myself—all without the hassle of taking photos. As someone who prefers working with computers over cameras and exploring AI for fun rather than research, this experiment lets me sidestep my camera shyness while enjoying the cutting-edge possibilities of AI creativity.

Python 3.13 just release recently, with an amazing new feature called "Free threaded mode". This is a great improvement for the performance of your code when you are using threads. This article shows how to enable this feature (not enabled by default) and shows "free threaded mode" impact on the performance of your code.

Looking for a good alternative to Github Copilot? The answer is Continue.dev - An open source AI code assistant that can help you write better code faster. Again, I want to emphasize that it is an open source project, and it give you more control over your data by hosting them on your own computer, including its model.

Retrieval-Augmented Generation (RAG) method are transforming the landscape of natural language processing by combining the strengths of retrieval-based and generative models (LLMs). When deployed in production, RAG systems can provide more accurate and contextually relevant responses. This guide outlines best practices for implementing RAG models in a production environment, ensuring robustness, scalability, and efficiency.

Beam search là một thuật toán tìm kiếm heuristic được sử dụng trong nhiều bài toán như dịch máy, nhận dạng giọng nói, tóm tắt văn bản,… Đó là các bài toán NLP có đầu ra liên quan đến việc tạo một chuỗi các từ. Trong bài viết này, Behitek sẽ cùng bạn đi tìm hiểu về thuật toán beam search, các ưu điểm của nó và đi vào thực hành sử dụng beam search trong bài toán khôi phục dấu thanh cho tiếng Việt không dấu.

Python decorator là gì? decorator có nghĩa nôm na là "đồ đem đi trang trí". Quả thực vậy, decorator trong Python sinh ra là để đem đi trang trí - phụ họa thêm chức năng cho đối tượng (function, class) mà không can thiệp sửa đổi đối tượng đó.

This tutorial will teach you how to fine-tune BERT for the Sentence Pair Classification task. In this task, each dataset sample contains two sentences and the appropriate target variable (label). The sentence pair classification can use for many tasks such as information retrieval, question-answering, reranking and more.

Selenium is a great library for browser automation, this helps us do automation testing for QC and is also a way to crawl web data. For the dynamic content (i.e., loaded by Javascript), Selenium can help us capture the data while using the requests we can not.