transformer

The Multimodal Sarcasm Detection System detects sarcasm in multimedia content using image-caption generation and NLP. It achieved 1st place in UITC2024 by classifying sarcasm into four categories: image, text, multi sarcasm, and not sarcasm.

A command-line interface wrapper for Faster Whisper

A distributed training framework for large language models powered by Lightning.

MinimalGPT is a concise, adaptable, and streamlined code framework that encompasses the essential components necessary for the construction, training, inference, and fine-tuning of the GPT model. This framework is implemented exclusively using Keras and TensorFlow, ensuring compatibility and coherence within the broader deep learning ecosystem.

Plan and train German transformer models.

📃 A contracts clause summarization system using LLM and vector database

whisper.cpp Windows binary w/ Vulkan GPU support

🥉 Codalab-Microsoft-COCO-Image-Captioning-Challenge 3rd place solution(06.30.21)

Auto-regressive causal language model for molecule (SMILES) and reaction template (SMARTS) generation based on the Hugging Face implementation of OpenAI's GPT-2 transformer decoder model

An implementation for "Conformer: Convolution-augmented Transformer for Speech Recognition" Paper

Implementation of build an LLM from scratch by Sebastian Raschka.

Question Answering model based on DistilBERT, trained and evaluated on the SQUAD dataset

My own playground for PLP (Programming Language Processing) using DeepLearning techniques

"Solace AI: Your Empathetic Digital Confidant": Solace AI is an empathetic mental health companion that understands your emotions and personality to provide personalized support through natural conversations. It creates a judgment-free space where you can express yourself freely and receive compassionate guidance tailored just for you.

Multi-scale Finetuning for Encoder-based Time Series Foundation Models

This project is used to generate a blog post using Natural Language processing, Hugging Face Transformers and GPT-2 Model.

Cloud-agnostic Agentic AI & Multi-Modal RAG platform with GraphRAG, intelligent routing, MCP enterprise integrations (Odoo, PostgreSQL), and pluggable LLM providers.

Query, ask and chat with a document-index via transformer models!

Source code of CIKM2021 Paper 'Pre-training for Ad-hoc Retrieval: Hyperlink is Also You Need'

This is AlpaGasus2-QLoRA based on LLaMA2 with AlpaGasus mechanism using QLoRA!