If you’re interested in cutting-edge language models tailored specifically for the Vietnamese language, PhoGPT is a groundbreaking project that you’ll want to explore. This blog post will guide you through the essentials of PhoGPT, including its impressive...
Educational
Bert2Bert Summarization with 🤗 EncoderDecoder Framework
If you are looking to harness the power of summarization models, the Bert2Bert model fine-tuned on summarization may hold the key. This article provides a user-friendly guide to utilizing the EncoderDecoder Framework for efficient summarization. Understanding the...
How to Fine-Tune CovidBERT on the Med-Marco Dataset for Passage Ranking
If you're interested in enhancing the capabilities of Natural Language Processing (NLP) models in the medical field, you've landed on the right guide. Today, we will explore how to fine-tune the CovidBERT model on the Med-Marco dataset, a critical step for improving...
How to Use the XLM-RoBERTa-Masakhaner Model for Named Entity Recognition
The world of artificial intelligence is growing rapidly, and language processing is at the forefront. One remarkable model that has emerged is the **xlm-roberta-base-masakhaner**, the first attempt to introduce Named Entity Recognition (NER) capabilities for African...
How to Fine-Tune BERT on the CORD-19 Dataset
In the fast-paced world of AI, fine-tuning models to better understand human language is a potent skill. In this tutorial, we will cover how to fine-tune the BERT model, specifically BERT-Small, on the CORD-19 dataset. This is an integral process to create models that...
How to Leverage the MedBERT and MedAlbert Models for Chinese Clinical NLP
In the ever-evolving landscape of Natural Language Processing (NLP), innovations sprout like mushrooms after a rain. One such exciting development is the MedBERT and MedAlbert models that stem from the extensive research documented in the master’s thesis titled...
How to Get Started with ESPnet2 ASR Model
In this guide, we will walk you through the process of utilizing the pre-trained ESPnet2 ASR (Automatic Speech Recognition) model. This robust model uses a hybrid CTC (Connectionist Temporal Classification) and attention mechanism, making it a powerful tool for...
Unleashing the Power of Cat Llama-3 70B Instruct: A Comprehensive Guide
Welcome to our immersive exploration into the remarkable capabilities of the Cat Llama-3 70B Instruct model. Whether you're a novice or seasoned AI developer, this blog is designed to provide you with a user-friendly understanding of the quantization techniques and...
How to Transform Informal Language into Formal Prose with AI
Have you ever found yourself needing to translate informal conversations into a more polished, formal style? With the advent of Natural Language Processing (NLP) and advanced language models, this task can be tackled efficiently using just a few lines of code. In this...
