BaeSeulki

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

FasterTransformer

Transformer related optimization, including BERT, GPT

Firefly

Firefly: 大模型训练工具，支持训练Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型

shanghai_house_knowledge

2020年11月在上海买房经历总结出来的买房购房做的一些功课分享给大家，技术人帮助技术人，希望对大家有所帮助。

OpenPrompt

An Open-Source Framework for Prompt-Learning.

Fengshenbang-LM

Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系，成为中文AIGC和认知智能的基础设施。

LMOps

General technology for enabling AI capabilities w/ LLMs and MLLMs

data-juicer

A one-stop data processing system to make data higher-quality, juicier, and more digestible for (multimodal) LLMs! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷为大模型提供更高质量、更丰富、更易”消化“的数据！

TextBrewer

A PyTorch-based knowledge distillation toolkit for natural language processing

Knowledge-Distillation-Zoo

Pytorch implementation of various Knowledge Distillation (KD) methods.

AdvBox

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.

PyTorch-Pretrained-ViT

Vision Transformer (ViT) in PyTorch

PromptKG

PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.

CompGCN

ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks

W2NER

Source code for AAAI 2022 paper: Unified Named Entity Recognition as Word-Word Relation Classification

BERT-KPE

ContextualSP

Multiple paper open-source codes of the Microsoft Research Asia DKI group

polish-nlp-resources

Pre-trained models and language resources for Natural Language Processing in Polish

HGB

Revisiting, benchmarking, and refining Heterogeneous Graph Neural Networks.

dice_loss_for_NLP

The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`

SimCLUE

3000000+语义理解与匹配数据集。可用于无监督对比学习、半监督学习等构建中文领域效果最好的预训练模型

HiAGM

Hierarchy-Aware Global Model for Hierarchical Text Classification

MKGformer

[SIGIR 2022] Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion

BootEA

Bootstrapping Entity Alignment with Knowledge Graph Embedding, IJCAI 2018

labse

Language-agnostic BERT Sentence Embedding (LaBSE)

contrastive-htc

This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long paper "Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification" in ACL 2022.

HVPNeT

[NAACL 2022 Findings] Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction

PairSCL

The source code of paper "PAIR-LEVEL SUPERVISED CONTRASTIVE LEARNING FOR NATURAL LANGUAGE INFERENCE" at ICASSP 2022.

HiMatch