amirnd51

amirnd51's Stars

• mon5termatt/medicat_installer

  Medicat Installer Repo

  Language:Batchfile1.6k122

• alwqx/awesome-mlsys

  A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.

  2

• karpathy/LLM101n

  LLM101n: Let's build a Storyteller

  30.5k1.7k

• dmort27/panphon

  Python package and data files for manipulating phonological segments (phones, phonemes) in terms of universal phonological features.

  Language:Python22546

• stanfordnlp/dspy

  DSPy: The framework for programming—not prompting—language models

  Language:Python20.1k1.5k

• AnswerDotAI/gpu.cpp

  A lightweight library for portable low-level GPU computation using WebGPU.

  Language:C++3.8k177

• linuxserver/reverse-proxy-confs

  These confs are pulled into our SWAG image: https://github.com/linuxserver/docker-swag

  1.4k311

• gevtushenko/llm.c

  LLM training in simple, raw C/CUDA

  Language:Cuda896

• rai-project/rai

  The RAI client allows one to interact with a cluster of machine to submit and evaluate code. RAI is a scalable job submission system designed for diverse workloads. RAI’s design addresses challenges of scalability, configurability, security, and cost in delivering a flexible programming environments.

  Language:Go3714

• ArtsEngine/concreteness

  concreteness ratings list

  211

• merrymercy/awesome-tensor-compilers

  A list of awesome compiler projects and papers for tensor computation and deep learning.

  2.4k305

• young-geng/EasyLM

  Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.

  Language:Python2.4k258

• huggingface/optimum-habana

  Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU)

  Language:Python160217

• intel/intel-extension-for-transformers

  ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡

  Language:Python2.1k211

• S-LoRA/S-LoRA

  S-LoRA: Serving Thousands of Concurrent LoRA Adapters

  Language:Python1.8k99

• mlc-ai/mlc-llm

  Universal LLM Deployment Engine with ML Compilation

  Language:Python19.4k1.6k

• turboderp/exllamav2

  A fast inference library for running LLMs locally on modern consumer-class GPUs

  Language:Python3.8k287

• vllm-project/vllm

  A high-throughput and memory-efficient inference and serving engine for LLMs

  Language:Python31.8k4.8k

• COD1995/A-Comprehensive-Note-on-Machine-Learning

  These notes are for personal and educational use only. Any redistribution or sharing without my explicit consent is prohibited. They serve as a private learning and reference resource.

  Language:TeX11394

• antgroup/glake

  GLake: optimizing GPU memory management and IO transmission.

  Language:Python39334

• DataResponsibly/fairDAGs

  This is the repository of code for fairDAGs.

  Language:Jupyter Notebook11

• dssg/aequitas

  Bias Auditing & Fair ML Toolkit

  Language:Python700115

• Trusted-AI/AIF360

  A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

  Language:Python2.5k844

• alibaba/MNN

  MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

  Language:C++8.8k1.7k

• bytedance/byteir

  A model compilation solution for various hardware

  Language:MLIR38743

• IllinoisGraphBenchmark/IGB-Datasets

  Largest realworld open-source graph dataset - Worked done under IBM-Illinois Discovery Accelerator Institute and Amazon Research Awards and in collaboration with NVIDIA Research.

  Language:Python7613

• ml-lab/nanoGPT

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

  1

• psosera/pli-notes

  Programming Language Implementation in Haskell - Study Notes

  Language:Haskell34

• ezelikman/parsel

  Code for Parsel 🐍 - generate complex programs with language models

  Language:Python41736

• aws-neuron/aws-neuron-sdk

  Powering AWS purpose-built machine learning chips. Blazing fast and cost effective, natively integrated into PyTorch and TensorFlow and integrated with your favorite AWS services

  Language:Python476155