tpulkit

tpulkit's Stars

• OpenInterpreter/open-interpreter

  A natural language interface for computers

  Language:Python52.4k3979354.6k

• ray-project/ray

  Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

  Language:Python33.2k47518.5k5.6k

• karpathy/LLM101n

  LLM101n: Let's build a Storyteller

  29k2.2k01.6k

• fastai/fastai

  The fastai deep learning library

  Language:Jupyter Notebook26.2k6081.8k7.5k

• huggingface/datasets

  🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

  Language:Python19.1k2782.9k2.6k

• unslothai/unsloth

  Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory

  Language:Python16.2k1128371.1k

• kubeflow/kubeflow

  Machine Learning Toolkit for Kubernetes

  Language:TypeScript14.2k3613.9k2.4k

• horovod/horovod

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

  Language:Python14.2k3352.2k2.2k

• stas00/ml-engineering

  Machine Learning Engineering Open Book

  Language:Python11.1k11323663

• statsmodels/statsmodels

  Statsmodels: statistical modeling and econometrics in Python

  Language:Python10k2825.4k2.9k

• daytonaio/daytona

  The Open Source Dev Environment Manager.

  Language:Go8.4k35504774

• scikit-learn-contrib/imbalanced-learn

  A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

  Language:Python6.8k1425951.3k

• NVIDIA/nvidia-container-toolkit

  Build and run containers leveraging NVIDIA GPUs

  Language:Go2.3k22433245

• unitycatalog/unitycatalog

  Open, Multi-modal Catalog for Data & AI

  Language:Java2.3k48195353

• huggingface/datatrove

  Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.

  Language:Python2k44120139

• Guang000/Awesome-Dataset-Distillation

  A curated list of awesome papers on dataset distillation and related applications.

  Language:HTML1.4k2913130

• huggingface/nanotron

  Minimalistic large language model 3D-parallelism training

  Language:Python1.1k3975107

• NVIDIA-Merlin/NVTabular

  NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.

  Language:Python1k34785143

• uclaml/SPIN

  The official implementation of Self-Play Fine-Tuning (SPIN)

  Language:Python988123088

• a16z-infra/llm-app-stack

  98626493

• NVIDIA-Merlin/HugeCTR

  HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training

  Language:C++93740363200

• stas00/the-art-of-debugging

  The Art of Debugging

  Language:C79816031

• AssemblyAI-Community/Machine-Learning-From-Scratch

  Implementation of popular ML algorithms from scratch

  Language:Python690145227

• huggingface/lighteval

  Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends

  Language:Python6852912878

• huggingface/text-clustering

  Easily embed, cluster and semantically label text datasets

  Language:Python44233533

• PatrickZH/DeepCore

  Code for coreset selection methods

  Language:Python20141638

• KellerJordan/cifar10-airbench

  94% on CIFAR-10 in 3.09 seconds 💨 96% in 27 seconds

  Language:Python128207

• facebookresearch/ssl-data-curation

  PyTorch code for hierarchical k-means -- a data curation method for self-supervised learning

  Language:Jupyter Notebook1232768

• ZaydH/influence_analysis_papers

  Influence Analysis and Estimation - Survey, Papers, and Taxonomy

  59913

• granica-ai/DataSelectionICLR2024

  Language:Jupyter Notebook301