PengHongyiNTU's Stars
ollama/ollama
Get up and running with Llama 3.1, Mistral, Gemma 2, and other large language models.
Textualize/rich
Rich is a Python library for rich text and beautiful formatting in the terminal.
microsoft/winget-cli
WinGet is the Windows Package Manager. This project includes a CLI (Command Line Interface), PowerShell modules, and a COM (Component Object Model) API (Application Programming Interface).
stanfordnlp/dspy
DSPy: The framework for programming—not prompting—foundation models
huggingface/peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
unslothai/unsloth
Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory
dask/dask
Parallel computing with task scheduling
microsoft/STL
MSVC's implementation of the C++ Standard Library.
bigscience-workshop/petals
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
facebookresearch/nougat
Implementation of Nougat Neural Optical Understanding for Academic Documents
py-why/dowhy
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.
garrettj403/SciencePlots
Matplotlib styles for scientific plotting
NVIDIA/cutlass
CUDA Templates for Linear Algebra Subroutines
qilingframework/qiling
A True Instrumentable Binary Emulation Framework
modelscope/agentscope
Start building LLM-empowered multi-agent applications in an easier way.
FedML-AI/FedML
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.
pytorch/torchtune
A Native-PyTorch Library for LLM Fine-tuning
IgorSusmelj/pytorch-styleguide
An unofficial styleguide and best practices summary for PyTorch
wshanks/Zutilo
Zotero plugin providing some additional editing features
youngfish42/Awesome-FL
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
TsingZ0/PFLlib
37 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 20 datasets.
alibaba/FederatedScope
An easy-to-use federated learning platform
epfml/OptML_course
EPFL Course - Optimization for Machine Learning - CS-439
open-compass/MixtralKit
A toolkit for inference and evaluation of 'mixtral-8x7b-32kseqlen' from Mistral AI
SMILELab-FL/FedLab
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
familyld/Awesome-Best-Papers
Collect awesome best papers from top AI conferences.
SymbioticLab/FedScale
FedScale is a scalable and extensible open-source federated learning (FL) platform.
CharlieDinh/pFedMe
Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
dirichletcal/experiments_dnn
airtai/mono-dense-keras
Monotonic Dense Layer implemented in Keras