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advancedliteratemachinery

A collection of innovative ideas and algorithms towards Advanced Literate Machinery. This project is maintained by the OCR Team in the Language Technology Lab, Alibaba DAMO Academy.

aitemplate

AITemplate is a Python framework which renders neural network into high performance CUDA/HIP C++ code. Specialized for FP16 TensorCore (NVIDIA GPU) and MatrixCore (AMD GPU) inference.

alpaca_lora_4bit

augraphy

Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes

autogptq

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

awesome-scalability

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

bertviz

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

cascadetabnet

This repository contains the code and implementation details of the CascadeTabNet paper "CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents"

ccd

[ICCV2023] Self-supervised Character-to-Character Distillation for Text Recognition

cog

Containers for machine learning

ctcdecode

PyTorch CTC Decoder bindings

documentdewarp

easyocr

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

efficient-ai-backbones

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gentopia

Build Hierarchical Autonomous Agents through Config. Collaborative Growth of Specialized Agents.

graphdocumentclassification

how_attentive_are_gats

Code for the paper "How Attentive are Graph Attention Networks?"

interviews.ai

It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.

langchain

⚡ Building applications with LLMs through composability ⚡

llama

Inference code for LLaMA models

llama-factory

Unify Efficient Fine-Tuning of 100+ LLMs

ml-engineer-roadmap

WIP: Roadmap to becoming a machine learning engineer in 2020

mrc-for-flat-nested-ner

Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`

ner-bilstm-crf-pytorch

PyTorch implementation of BiLSTM-CRF and Bi-LSTM-CNN-CRF models for named entity recognition.

pretrained-language-model

Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

promptkg

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

pymupdf-utilities

Demos, examples and utilities using PyMuPDF

python

All Algorithms implemented in Python

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more