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FedML: FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. It is listed under Development & Code on AI Registry as a free tool.
The tools below are approved listings in the same category, ordered by how closely their tags match FedML. This is an automatic list. We have not written a researched verdict for FedML yet, so treat it as a shortlist and check each vendor's pricing page before switching.
Built from each tool's listing. Vendors can update their own listing after claiming it.
Your car as a chat-room agent: Raspberry Pi 5 + dashcam + local AI.
CarWatch is an open source project that turns a car into a member of your group chat. A Raspberry Pi rides in the vehicle, reads it through the OBD port, runs a 35 billion parameter language model locally, and joins a chat room as an agent that posts its own telemetry and answers questions, all without a cloud service ...
Easiest and laziest way for building multi-agent LLMs applications.
LazyLLM is an open source development framework for building and optimizing multi agent AI applications. It is written in Python and aims to cover the stages of application development in one toolkit: application construction, data preparation, model deployment, model fine tuning and evaluation. The stated goal is to l...
LibreYOLO is a MIT licensed open source computer vision library
LibreYOLO is an MIT licensed Python library for training, running and exporting object detection models. It presents one API, called with a single LibreYOLO() call, that sits in front of YOLOX, YOLOv9 and RF DETR, with architecture, size and class count detected automatically from the weights. The project positions its...
Open-source performance diagnostics for PyTorch training runs.
TraceML is an open source diagnostics tool for PyTorch training that shows where step time actually goes: data loading, compute, transfers and memory. It is the engine behind TraceOpt, a shared training performance platform the vendor says it is building next. It is aimed at machine learning engineers who lose GPU hou...
Agent Skills as a Memory Layer
Acontext is a memory and context platform for AI agents built around skills. As an agent runs, Acontext captures the session, distills what worked into human readable Markdown skill files, and feeds those skills back on the next run, so the agent improves from its own history without embeddings or a vector database. It...
Open-source AI customer support system.
AgentDesk is an open source AI customer support system that combines live chat, knowledge retrieval, human handoff and ticket workflows in one self hosted runtime. An AI agent answers customers first using the knowledge base and available tools, hands the conversation to a human with its context intact when it cannot h...