transformer

An offline CPU-first low-resource chat application to perform RAG on your corpus of data. Powered by OpenChat and CTranslate2.

Sentiment Analysis of Yelp Review Dataset using Hugging Face pre-trained BERT with fine-tuning

AI model for making mazes that extends OpenAIs GPT2 model

A fine tuned IndoBERT model for University Sentiment On Social Media

We introduce a large semi-automatically generated dataset of ~400,000 descriptive sentences about commonsense knowledge that can be true or false in which negation is present in about 2/3 of the corpus in different forms that we use to evaluate LLMs

SAM + CLIP + DIFFUSION for image to edit objects in images using plain text

An application that summarizes and classifies long text using zero-shot transfer-learning hosted on Huggingface spaces.

Incorporate Image, Text and Tabular Data with HuggingFace Transformers

预训练模型知识量度量竞赛 Baseline F1 0.35 BERTForMaskedLM

🧠 Multimodal Retrieval-Augmented Generation that "weaves" together text and images seamlessly. 🪡

Object Detection with Transformers : DETR, Conditional DETR, Deformable DETR, Dynamic Head

A PyTorch implementation of the paper "MMoT: Mixture-of-Modality-Tokens Transformer for Composed Multimodal Conditional Image Synthesis".

Unified-modal Salient Object Detection via Adaptive Prompt Learning

Generate novel text - novel finetuned from skt KoGPT2 base v2 - 한국어

Code and dataset for paper - Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based Technique

The project,being part of Kagglex BIPOC Mentorship Program final project, aims to train two separate Hindi ASR models using the Facebook Wav2Vec2 (300M parameters) and OpenAI Whisper-Small models, respectively. The goal is to compare their performance, with a target WER of less than 13%, across various Hindi accents and dialects.

Detecting fake news articles by analyzing patterns in writing.

DistilBERT model with Sequence Classification on 9 newsgroup datasets for the Nepali language with 95.475% accuracy.

Containerized Transformer Fine-Tuning

Fine-tuning Mask2Former on the FoodSeg103 dataset for food segmentation, with deployment and interactive inference via Gradio.