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AdalFlow: The library to build & auto-optimize LLM applications.
The official GitHub page for the survey paper "A Survey of Large Language Models".
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
[NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "Fast Vision Transformers with HiLo Attention"
MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems
Interact with your documents using the power of GPT, 100% privately, no data leaks
Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.
<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX
This repository contains everything you need to become proficient in System Design
Learn how to design, develop, deploy and iterate on production-grade ML applications.
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…
Official implementation at https://github.com/ultralytics/yolov5/tree/master/utils/flask_rest_api
Playing around with stable diffusion. Generated images are reproducible because I save the metadata and latent information. You can generate and then later interpolate between the images of your ch…
A collection of resources and papers on Diffusion Models
Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.
Train YOLOv3 for Car Parts Detection
Curated list of awesome material on optimization techniques to make artificial intelligence faster and more efficient 🚀
A collection of libraries to optimise AI model performances
Sparsity-aware deep learning inference runtime for CPUs
🧮 A collection of resources to learn mathematics for machine learning
This repository will assist you in creating a more beautiful and appealing github profile, and you will have access to a comprehensive range of tools and tutorials for beautifying your github profi…
SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime
⚓ Eurybia monitors model drift over time and securizes model deployment with data validation
Some useful codes and notes for OpenCV.