tqfang

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

petals

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

llm-workflow-engine

Power CLI and Workflow manager for LLMs (core package)

DeepSpeed-MII

MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.

GreenPepper

chatgpt-failures

Failure archive for ChatGPT and similar models

ChatGPTPapers

Must-read papers, related blogs and API tools on the pre-training and tuning methods for ChatGPT.

dragon

[NeurIPS 2022] DRAGON 🐲: Deep Bidirectional Language-Knowledge Graph Pretraining

github-pages-gallery

A zero dollar solution to host your photo/video gallery online using Github pages and GitHub Actions. No coding necessary.

TRIME

[EMNLP 2022] Training Language Models with Memory Augmentation https://arxiv.org/abs/2205.12674

SimKGC

ACL 2022, SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models

ContrastiveDecoding

contrastive decoding

knowledge-unlearning

[ACL 2023] Knowledge Unlearning for Mitigating Privacy Risks in Language Models

mengzi-retrieval-lm

An experimental implementation of the retrieval-enhanced language model

jekyll-multiverse-template

HTML5UP's Multiverse theme for Jekyll

LM-Kernel-FT

A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643

ml-knowledge-conflicts

Entity-Based Knowledge Conflicts in Question Answering. Code repo for EMNLP2021 paper: https://aclanthology.org/2021.emnlp-main.565/

kogito

A Python Commonsense Knowledge Inference Toolkit

Kuaipedia

the world's first large-scale multi-modal short-video encyclopedia, where the primitive units are items, aspects, and short videos.

Weighted-Soft-Label-Distillation

Metric-Fairness

EMNLP'2022: BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation

FolkScope

Codes and Datasets for the ACL2023 Findings Paper: FolkScope: Intention Knowledge Graph Construction for Discovering E-commerce Commonsense

MUKI

[Findings of EMNLP22] From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models

ComplexHyperbolicKGE

Source code for the paper 'Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform'.

PseudoReasoner

Official code repository for Findings of EMNLP 2022 paper: PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population

MICO

This is the code repo for Findings of EMNLP2022 paper: MICO: a multi-alternative contrastive learning framework for commonsense knowledge representation

TORQUE

CIKQA