Evaluating Large Language Models with Instructions and Prompts

KoTox is an automatically generated instruction dataset in Korean. The instruction set is used to mitigate the toxicity of the LLMs.

an instruction-tuning dataset generation script

This repository contains the implementation of a fine-tuned Llama2 chatbot using QLoRA, tailored to provide detailed information and recommendations about movies. The model is fine-tuned on the IMDB dataset, enabling it to generate informed and contextually relevant responses.

A multimodal model for language-guided socially compliant robot navigation.

Basline: google/flan-t5 Finetuning: LMQG , LoRA

Summaries of papers related to the alignment problem in NLP

Implementation of the models of the Universal-NER Paper 2024 using a Streamlit-based web application that is designed to process PDF documents for Named Entity Recognition tasks. It allows users to upload PDF files, from which the application extracts text, images, and tables to identify entities based on a user-specific user-specified entity type.

Domain generalization on Aspect Based Sentiment Analysis (ABSA) task via utilizing noisy student architecture.

This repo is the official implementation for Incubating Text Classifiers Following User Instruction with Nothing but LLM. We allow users to get a personalized classifier with only the instruction as input. The incubation is based on a llama-2-7b fine-tuned on Huggingface Meta Data and Self-Diversification.

Discourse chat data crawling and on-the-way parsing straight for LLM instruction finetuning. 论坛数据爬取和解析，直接用于对话微调。

This repository has a lot of LLM projects done. It is the best place to start learning LLM.

End-to-end MLOps LLM instruction finetuning based on PEFT & QLoRA to solve math problems.

The official implementation of paper "Demystifying Instruction Mixing for Fine-tuning Large Language Models"

This repo contains a list of channels and sources from where LLMs should be learned

Awesome Instruction Editing. Image and Media Editing with Human Instructions. Instruction-Guided Image and Media Editing.

This repository hosts materials from the Bertinoro International Spring School 2024 course

EMNLP'2023: Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration

Chinese Grammar Error and Spelling Error Correction System - 中文文法錯誤及錯別字校正系統