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Cloud-Agents – AI Model by OpenPeerAI | AlphaNeural AI

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OpenPeerAI/
Cloud-Agents

like

0

distributed-learning

machine-learning

fka/awesome-chatgpt-prompts

OpenPeerAI/OpenPeerLLM

10.57967/hf/6566

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Cloud Agents for Distributed Model Training

A lightweight and horizontally scalable distributed computing system for training large language models, specifically designed for OpenPeerLLM.

Features

Distributed tensor operations for model training
CouchDB-based coordination layer
Automatic agent discovery and load balancing
Horizontal scaling capabilities
Fault tolerance and recovery
Integration with OpenPeerAI's OpenPeerLLM

Installation

pip install -r requirements.txt

Configuration

Set up CouchDB instance
Copy .env.example to .env and configure your settings
Start the coordinator node
Launch agent nodes

Quick Start

bash

# Start coordinator
python -m cloud_agents.coordinator

# Start agent (on each machine)
python -m cloud_agents.agent

Architecture

coordinator: Manages job distribution and agent coordination
agent: Handles tensor operations and model training
couchdb_client: Interface for CouchDB communication
tensor_ops: Distributed tensor operations
utils: Helper functions and utilities

License

MIT