prrathi

prrathi's Stars

• anshgs/earthgen

  Language:Python3

• facebookresearch/fairscale

  PyTorch extensions for high performance and large scale training.

  Language:Python3.1k274

• mlc-ai/mlc-llm

  Universal LLM Deployment Engine with ML Compilation

  Language:Python18.5k1.5k

• koekeishiya/yabai

  A tiling window manager for macOS based on binary space partitioning

  Language:C23k637

• HigherOrderCO/HVM

  A massively parallel, optimal functional runtime in Rust

  Language:Cuda10.4k390

• google-deepmind/xmanager

  A platform for managing machine learning experiments

  Language:Python81345

• meta-llama/llama3

  The official Meta Llama 3 GitHub site

  Language:Python25.9k2.9k

• Schwidola0607/awesome-distributed-ml

  A curated list of awesome projects and papers for distributed training or inference

  1

• kingoflolz/mesh-transformer-jax

  Model parallel transformers in JAX and Haiku

  Language:Python6.3k890

• google/maxtext

  A simple, performant and scalable Jax LLM!

  Language:Python1.4k261

• stas00/ml-engineering

  Machine Learning Engineering Open Book

  Language:Python10.6k640

• NVIDIA/Megatron-LM

  Ongoing research training transformer models at scale

  Language:Python9.8k2.2k

• colesbury/nogil

  Multithreaded Python without the GIL

  Language:Python2.9k108

• google/jax

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

  Language:Python29.7k2.7k

• openxla/stablehlo

  Backward compatible ML compute opset inspired by HLO/MHLO

  Language:MLIR374102

• kuangliu/pytorch-cifar

  95.47% on CIFAR10 with PyTorch

  Language:Python5.9k2.1k

• microsoft/Megatron-DeepSpeed

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

  Language:Python1.8k338

• justinpinkney/stable-diffusion

  Language:Jupyter Notebook1.4k261

• meta-llama/llama-recipes

  Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.

  Language:Jupyter Notebook11.5k1.6k

• apache/airflow

  Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

  Language:Python36.1k14k

• RUCAIBox/RecBole

  A unified, comprehensive and efficient recommendation library

  Language:Python3.3k600

• openxla/xla

  A machine learning compiler for GPUs, CPUs, and ML accelerators

  Language:C++2.5k392

• chroma-core/chroma

  the AI-native open-source embedding database

  Language:Rust14.3k1.2k

• bitsandbytes-foundation/bitsandbytes

  Accessible large language models via k-bit quantization for PyTorch.

  Language:Python6k604

• horovod/horovod

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

  Language:Python14.1k2.2k

• Pythagora-io/gpt-pilot

  The first real AI developer

  Language:Python29.4k2.9k

• crewAIInc/crewAI

  Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

  Language:Python18.8k2.6k

• remzi-arpacidusseau/ostep-projects

  Projects for an undergraduate OS course

  Language:C4.1k1.2k

• pytorch/torchdynamo

  A Python-level JIT compiler designed to make unmodified PyTorch programs faster.

  Language:Python989122

• triton-lang/triton

  Development repository for the Triton language and compiler

  Language:C++12.4k1.5k