How to Use the Finetuned DistilBERT Model with CLIP for Text Encoding in Turkish This guide will walk you through the process of implementing a finetuned version of the dbmdz/distilbert-base-turkish-cased model for use as a text encoder with OpenAI's CLIP image...
How to Use BROS for Enhanced Key Information Extraction
Welcome to the world of BROS (BERT Relying On Spatiality)! If you're looking to elevate your document processing capabilities, you've landed on the right blog. In this guide, we will explore how BROS utilizes OCR (Optical Character Recognition) results to extract...
How to Use the BGC-Accession Model for Named Entity Recognition
Welcome to the fascinating world of Named Entity Recognition (NER)! In this article, we will delve into the BGC-accession model, designed to identify and annotate accession numbers of biosynthetic gene clusters in scientific texts. Built upon the powerful BioBERT...
How to Generate Poetic Lines Using the MBART Model
If you've ever wanted to create striking poetry from mere keywords, you're in the right place! In this guide, we will walk you through how to utilize the facebookmbart-large-cc25 model, specifically tailored for Finnish poetry generation. The process involves feeding...
How to Fine-Tune a BERT Model Using TextAttack
In the world of Natural Language Processing (NLP), fine-tuning pre-trained models like BERT can significantly enhance your applications. This article will guide you through the process of fine-tuning a bert-base-uncased model for sequence classification using...
How to Implement Multiple Prediction Heads for Extractive QA
In the realm of natural language processing, implementing models that can handle multiple tasks is essential to enhance the capabilities of your applications. This blog post will guide you through setting up a model equipped with multiple prediction heads to tackle...
Exploring Pre-trained Models and Training Logs in AI
Welcome to our guide on navigating through the world of pre-trained models, checkpoints, and training logs! In this article, we will dive into the essentials of using a specific repository related to a significant pull request on GitHub. Let’s break it down...
How to Use AnimateDiff Model Checkpoints for A1111 SD WebUI
Welcome, AI enthusiasts! In this guide, we will dive into the world of AnimateDiff model checkpoints tailored for A1111 SD WebUI. Whether you're just starting out or you’re a seasoned user, you'll find this guide user-friendly and straightforward to help you navigate...
How to Create Wikipedia-like Summaries with PLSUM
In this guide, we will walk you through the process of generating abstractive summaries using the Multi-document Extractive Summarization (MDAS) model specifically for the Portuguese language, PLSUM. Our goal is to convert extracted sentences into informative...









