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big-data-ai's Projects

pytorch-lightning icon pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

pytorch-nlu icon pytorch-nlu

Pytorch-NLU,一个中文文本分类、序列标注工具包,支持中文长文本、短文本的多类、多标签分类任务,支持中文命名实体识别、词性标注、分词等序列标注任务。 Ptorch NLU, a Chinese text classification and sequence annotation toolkit, supports multi class and multi label classification tasks of Chinese long text and short text, and supports sequence annotation tasks such as Chinese named entity recognition, part of speech tagging and word segmentation.

pytorchwct icon pytorchwct

This is the Pytorch implementation of Universal Style Transfer via Feature Transforms.

qasystemonmedicalkg icon qasystemonmedicalkg

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建,自动问答,基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱,并以该知识图谱完成自动问答与分析服务。

qix icon qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

qlib icon qlib

Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.

qlora icon qlora

QLoRA: Efficient Finetuning of Quantized LLMs

qmoe icon qmoe

Code for the paper "QMoE: Practical Sub-1-Bit Compression of Trillion-Parameter Models".

rcg icon rcg

PyTorch implementation of RCG https://arxiv.org/abs/2312.03701

rembg icon rembg

Rembg is a tool to remove images background.

roberta_zh icon roberta_zh

RoBERTa中文预训练模型: RoBERTa for Chinese

roboschool icon roboschool

Open-source software for robot simulation, integrated with OpenAI Gym.

rustgpt icon rustgpt

RustGPT is a ChatGPT UI built with Rust + HTMX: the power of Rust coupled with the simplicity of HTMX 💚

rwkv-runner icon rwkv-runner

A RWKV management and startup tool, full automation, only 8MB. And provides an interface compatible with the OpenAI API. RWKV is a large language model that is fully open source and available for commercial use.

s-lora icon s-lora

S-LoRA: Serving Thousands of Concurrent LoRA Adapters

safe-rlhf icon safe-rlhf

Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback

screenagent icon screenagent

ScreenAgent: A Computer Control Agent Driven by Visual Language Large Model

seqeval icon seqeval

A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)

sk-dist icon sk-dist

Distributed scikit-learn meta-estimators in PySpark

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