Bhavya Medishetty's Projects
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
Accessible large language models via k-bit quantization for PyTorch.
Config files for my GitHub profile.
Boost.Build
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
๐ค Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch
Benchmarks to capture important workloads.
FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/
Collective communications library with various primitives for multi-machine training.
๐คTransformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Tensors and Dynamic neural networks in Python with strong GPU acceleration
PyTorch layer-by-layer model profiler
Pytorch domain library for recommendation systems
Datasets, Transforms and Models specific to Computer Vision