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Python wrapper for TA-Lib (https://ta-lib.org/).
JobSet: a k8s native API for distributed ML training and HPC workloads
Kubernetes IN Docker - local clusters for testing Kubernetes
Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, β¦
A supercharged theme extension for tkinter that enables on-demand modern flat style themes inspired by Bootstrap.
An easy and fast way to create a Python GUI π
LightSeq: A High Performance Library for Sequence Processing and Generation
Universal LLM Deployment Engine with ML Compilation
Transformer related optimization, including BERT, GPT
ποΈ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of Optimum's hardware optimizations & quantization schemes.
π Accelerate training and inference of π€ Transformers and π€ Diffusers with easy to use hardware optimization tools
TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.
An interactive NVIDIA-GPU process viewer and beyond, the one-stop solution for GPU process management.
A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper and Ada GPUs, to provide better performance with lower memory utilizatioβ¦
TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficieβ¦
The simplest, fastest repository for training/finetuning medium-sized GPTs.
A brief tutorial on how to use ray/rllib/tun in slurm cluster.
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
Low-code framework for building custom LLMs, neural networks, and other AI models
Code and documentation to train Stanford's Alpaca models, and generate the data.
A robust Python tool for text-based AI training and generation using GPT-2.
A robust Python tool for text-based AI training and generation using GPT-2.
SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.
Automated management of large-scale applications on Kubernetes (incubating project under CNCF)
π©πΏβππ¨π½βππ©π»βπCNCF Mentoring: LFX Mentorship + Summer of Code
