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Company: intel

Location: shanghai

minmingzhu's Projects

accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

Apache Arrow is a cross-language development platform for in-memory data. It specifies a standardized language-independent columnar memory format for flat and hierarchical data, organized for efficient analytic operations on modern hardware. It also provides computational libraries and zero-copy streaming messaging and interprocess communication. Languages currently supported include C, C++, Java, JavaScript, Python, and Ruby.

awesome-deeplearning

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

awesome-multimodal-large-language-models

:sparkles::sparkles:Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.

daos

DAOS Storage Engine

deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

deeplearning-500-questions

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

hadoop

Mirror of Apache Hadoop

hibench

HiBench is a big data benchmark suite.

leetcode

LeetCode Problems' Solutions

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llm-on-ray

Pretrain, finetune and serve LLMs on Intel platforms with Ray

mars

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

megatron-deepspeed

Ongoing research training transformer language models at scale, including: BERT & GPT-2

mlflow

Open source platform for the machine learning lifecycle

oap

Optimized Analytics Package for Spark* Platform

oap-mllib

Optimized Spark package to accelerate machine learning algorithms in Apache Spark MLlib.

ollama

Get up and running with Llama 2, Mistral, Gemma, and other large language models.

optuna

A hyperparameter optimization framework

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

raydp

RayDP provides simple APIs for running Spark on Ray and integrating Spark with AI libraries.

remote-shuffle

Spark* shuffle plugin for support shuffling data through a remote Hadoop-compatible file system, as opposed to vanilla Spark's local-disks.

sequences

Variadic templates and std::integer_sequence support library

spark

Apache Spark

tdengine

An open-source big data platform designed and optimized for the Internet of Things (IoT).

tensorflow

An Open Source Machine Learning Framework for Everyone

text-generation-webui

A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.

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