large-language-models

Implements a framework to build Generative AI applications.

Characterize Anything: A Wondrous Chemical Reaction between vision models and AI Characters

ACL 2024 (SRW), Official Codebase of our Paper: "MoExtend: Tuning New Experts for Modality and Task Extension"

[ICLR 2026] Official repository of "Uni-DPO: A Unified Paradigm for Dynamic Preference Optimization of LLMs".

In this course navigates through the LLMOps pipeline, enabling you to preprocess training data for supervised fine-tuning and deploy custom Large Language Models (LLMs).

Deploy KoGPT with Triton Inference Server

Add n-gram and LLM language model support to HF Transformers Whisper models.

Create informative READMEs effortlessly using AI-driven templates with the README Creator powered by Language Model (LLM). Simplify documentation and enhance project communication.

using mulimodal RAG to query texts, images and tables from pdf for QA

A repository of curated use cases, articles, blogs, videos on how companies are using Artificial Intelligence and Machine Learning.

[NLPCC 2024] Shared Task 10: Regulating Large Language Models

Finetune Web UI is a user-interface for training and deploying pre-trained models.

Code for paper "Towards Green AI in Fine-tuning Large Language Models via Adaptive Backpropagation" (ICLR'24)

Embark on the "Reinforcement Learning from Human Feedback" course and align Large Language Models (LLMs) with human values.

Bug detection and fixing using prompt engineering and fine-tuning with Llama 3 and a custom mutation-based dataset. Includes a user-friendly interface and performance evaluation metrics.

A Classification Approach: Making LLM Knowledge-Aware

FloatChat AI is a conversational AI platform for ARGO Ocean Data Discovery and Visualization, providing accurate and interactive tools to explore oceanographic data. Built with Python, LangChain, Pandas, and machine learning models, it makes complex ocean data accessible and actionable for researchers and enthusiasts.

A Multimodal Discord bot with machine learning functions, including LLM chat, Image generation, and Speech Generation capabilities

Batch LLM Inference with Ray Data LLM: From Simple to Advanced

This project fine-tunes the Qwen2-1.5B model for Arabic language tasks using Quantized LoRA (QLoRA).