apeforest

apeforest's Stars

• sgl-project/sglang

  SGLang is a fast serving framework for large language models and vision language models.

  Language:Python6.7k605

• amazon-science/chronos-forecasting

  Chronos: Pretrained Models for Probabilistic Time Series Forecasting

  Language:Python2.7k308

• NVIDIA/cutlass

  CUDA Templates for Linear Algebra Subroutines

  Language:C++5.9k1k

• dottxt-ai/outlines

  Structured Text Generation

  Language:Python10.1k529

• predibase/lorax

  Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

  Language:Python2.3k149

• FasterDecoding/Medusa

  Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads

  Language:Jupyter Notebook2.4k163

• microsoft/LoRA

  Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

  Language:Python11k696

• NVIDIA/TensorRT-LLM

  TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.

  Language:C++9k1k

• jax-ml/jax

  Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

  Language:Python30.8k2.8k

• karpathy/nanoGPT

  The simplest, fastest repository for training/finetuning medium-sized GPTs.

  Language:Python38.1k6.1k

• DeepRec-AI/DeepRec

  DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foundation.

  Language:C++1.1k356

• alibaba/EasyParallelLibrary

  Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.

  Language:Python26549

• alibaba/BladeDISC

  BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.

  Language:C++833164

• BBuf/tvm_mlir_learn

  compiler learning resources collect.

  Language:Python2.2k338

• apeforest/incubator-mxnet

  Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

  Language:C++1

• mosaicml/composer

  Supercharge Your Model Training

  Language:Python5.2k427

• https-deeplearning-ai/machine-learning-engineering-for-production-public

  Public repo for DeepLearning.AI MLEP Specialization

  Language:Jupyter Notebook1.9k2.4k

• couler-proj/couler

  Unified Interface for Constructing and Managing Workflows on different workflow engines, such as Argo Workflows, Tekton Pipelines, and Apache Airflow.

  Language:Python92086

• deepjavalibrary/djl

  An Engine-Agnostic Deep Learning Framework in Java

  Language:Java4.2k669

• apeforest/horovod

  Distributed training framework for TensorFlow, Keras, and PyTorch.

  Language:Python1

• apeforest/pow3

  A Low Power Finite State Machine Encoding Package for Sequential Logic Synthesis

  Language:C1

• TalkAI/apache-mxnet-odsc-2018

  Introduction to deep learning with Apache MXNet GLUON. MLP, CNN, RNN and Model Server

  Language:Jupyter Notebook106

• dmlc/gluon-nlp

  NLP made easy

  Language:Python2.6k533

• dmlc/gluon-cv

  Gluon CV Toolkit

  Language:Python5.9k1.2k

• horovod/horovod

  Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

  Language:Python14.3k2.2k

• apache/mxnet

  Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

  Language:C++20.8k6.8k

• szha/KDD18-Gluon

  KDD18 Tutorial: Deep Learning and Natural Language Processing with Apache MXNet (Incubating) Gluon

  Language:Jupyter Notebook17152

• d2l-ai/d2l-zh

  《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

  Language:Python64.6k11.1k