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This repo aims to include materials (papers, codes, slides) about SAM2 (segment anything in images and videos). We are continuously improving the project. Welcome to PR the works (papers, repos) th…
MiniCPM-o 2.6: A GPT-4o Level MLLM for Vision, Speech and Multimodal Live Streaming on Your Phone
AWS SageMaker, SeldonCore, KServe, Kubeflow & MLflow, VectorDB
Notebooks for fine tuning pali gemma
Training and deploying a TensorFlow tf.keras model using Google Cloud ML
A repo for example code for technologies and platforms: MLflow, PyTorch, Python Language features, Spark and Scala, etc.
A two part tutorial for Ray Core APIs and Ray Serve for Model Deployment
Example of deployment Pytorch model into the Triton inference server via MLFlow model registry
Free MLOps course from DataTalks.Club
Notebook with commands to convert a Detectron2 MaskRCNN model to TensorRT
Optical Character Recognition (OCR) is a powerful technology that enables machines to recognize and extract text from images or scanned documents. OCR finds applications in various fields, includin…
A Langchain app that allows you to chat with multiple PDFs
Build resilient language agents as graphs.
Collection of links, tutorials and best practices of how to collect the data and build end-to-end RLHF system to finetune Generative AI models
The official implementation of Self-Play Fine-Tuning (SPIN)
a biref example of how two services can communicate with grpc and also have rest api
SDXL 1.0 DreamBooth Finetune with Diffusers
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
A simple UI / Web / Frontend for MLX mlx-lm using Streamlit.
[CVPR2024 Highlight]GLEE: General Object Foundation Model for Images and Videos at Scale
Some object detection codes for DOTA dataset
This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.
FastAPI & Kubernetes Tutorial with PyCharm
Tree detection from aerial imagery in Python
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.