lcc0504

QuantSR

[NeurIPS 2023 Spotlight] This project is the official implementation of our accepted NeurIPS 2023 (spotlight) paper QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution.

awesome-model-quantization

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

LLM-FP4

The official implementation of the EMNLP 2023 paper LLM-FP4

Residual_Memory_Transformer

This repository contains code, data, checkpoints, and training and evaluation instructions for the paper: Controllable Text Generation with Residual Memory Transformer

Discriminator-Cooperative-Unlikelihood-Prompt-Tuning

The code implementation of the EMNLP2022 paper: DisCup: Discriminator Cooperative Unlikelihood Prompt-tuning for Controllable Text Generation

language-model-arithmetic

Controlled Text Generation via Language Model Arithmetic

disentangle-semantics-syntax

Code for "A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations" (NAACL 2019)

DiffuSeq

[ICLR'23] DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models

DiffuSeq_StylePTB

alpaca-lora

Instruct-tune LLaMA on consumer hardware

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

GenCo

Click

Codes and data for ACL 2023 Findings paper "Click: Controllable Text Generation with Sequence Likelihood Contrastive Learning"

Awasome-Pruning

Awasome Papers and Resources in Deep Neural Network Pruning with Source Code.

SRP

[ICLR'22] PyTorch code for our paper "Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning"

ELC

diffusion

Denoising Diffusion Probabilistic Models

Lhy_Machine_Learning

李宏毅2021/2022/2023春季机器学习课程课件及作业

Bridge_Gap_Diffusion

ProphetNet

A research project for natural language generation, containing the official implementations by MSRA NLC team.

Diffusion-LM

Diffusion-LM

OpenPrompt

An Open-Source Framework for Prompt-Learning.

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

learn-nlp-with-transformers

we want to create a repo to illustrate usage of transformers in chinese

aclpubcheck

Tools for checking ACL paper submissions

ccf-deadlines

⏰ Collaboratively track deadlines of conferences recommended by CCF (Website, Python Cli, Wechat Applet) / If you find it useful, please star this project, thanks~

ControlPrefixes

Stage-wise-Fine-tuning

Code for Stage-wise Fine-tuning for Graph-to-Text Generation

Lattice

[NAACL 2022] Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning.

CoNT

[NeurIPS'22 Spotlight] Data and code for our paper CoNT: Contrastive Neural Text Generation