model-versioning

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

Open Source ML Model Versioning, Metadata, and Experiment Management

⏱️Make Laravel model versionable

Docker for Your ML/DL Models Based on OCI Artifacts

Simplified snapshots and restoration for ActiveRecord models and associations with a transparent white-box implementation

A scalable, high-performance serving system for federated learning models

Metadata store for Production ML

Cloud Native Machine Learning Model Registry

Version, share, deploy, and monitor models.

Laravel Model history tracking made easy

A lightweight command line interface for the management of arbitrary machine learning tasks

A Laravel package for versioning Eloquent models with a simple and scalable approach.

Frictionless Machine Learning on Kubernetes

A Model Management Platform (MMP) for Industry 4.0 Environments (Frontend)

A Model Management Platform (MMP) for Industry 4.0 Environments (Backend)

Model versioning using Weight&Biases with Python.

Detect behavioural drift between LLM versions before you upgrade. Compare model responses, classify regressions, and generate migration reports with validated prompt patches.

Immutable checkpoint storage for ML training pipelines. Kernel-level protection, anomaly detection, score-gated rollback, and self-healing recovery. Built in Rust.

Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.