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xiaoqiang's Projects

ailab icon ailab

Experience, Learn and Code the latest breakthrough innovations with Microsoft AI

alpaca.cpp icon alpaca.cpp

笔记本本地运行体验Alpaca-7B/13B大模型(类ChatGPT)【网盘分流】

chapter2020 icon chapter2020

Studying C++ in <C++ primer 11> and "https://www.icourse163.org/learn/PKU-1002029030#/learn/announce"

chatglm-6b icon chatglm-6b

ChatGLM-6B: An Open Bilingual Dialogue Language Model | 开源双语对话语言模型

chinese-vicuna icon chinese-vicuna

Chinese-Vicuna: A Chinese Instruction-following LLaMA-based Model —— 一个中文低资源的llama+lora方案,结构参考alpaca

deepspeech icon deepspeech

DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

detectron2 icon detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

evals icon evals

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

examples icon examples

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

fairseq icon fairseq

Facebook AI Research Sequence-to-Sequence Toolkit

faiss icon faiss

A library for efficient similarity search and clustering of dense vectors.

gitignore icon gitignore

A collection of useful .gitignore templates

latex-workshop icon latex-workshop

Boost LaTeX typesetting efficiency with preview, compile, autocomplete, colorize, and more.

llama icon llama

Inference code for LLaMA models

models icon models

Models and examples built with TensorFlow

opencv icon opencv

Open Source Computer Vision Library

poincaremaps icon poincaremaps

The need to understand cell developmental processes has spawned a plethora of computational methods for discovering hierarchies from scRNAseq data. However, existing techniques are based on Euclidean geometry which is not an optimal choice for modeling complex cell trajectories with multiple branches. To overcome this fundamental representation issue we propose Poincaré maps, a method harnessing the power of hyperbolic geometry into the realm of single-cell data analysis.

pytext icon pytext

A natural language modeling framework based on PyTorch

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-book icon pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)

stanford_alpaca icon stanford_alpaca

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

texlive icon texlive

Here are some documents and templates in ".tex" format.

text icon text

Data loaders and abstractions for text and NLP

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