Symphony — A decentralized multi-agent framework that enables intelligent agents to collaborate seamlessly across heterogeneous edge devices through beacon-guided task routing and Chain-of-Thought voting. Democratizing AI by orchestrating lightweight models on consumer hardware like RTX GPUs, Jetson, and Apple M-series.
☆48Oct 30, 2025Updated last year
Alternatives and similar repositories for symphony
Users that are interested in symphony are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Per-step LLM routing benchmark with 970 static labels, live SWE-bench evaluation, an open data pipeline, and a public leaderboard.☆34Oct 28, 2026Updated 2 weeks ago
- PyTorch implementation of SkillOS (arXiv:2605.06614) using HuggingFace TRL — train a skill curator that outperforms frontier models at ag…☆13Sep 6, 2026Updated 2 months ago
- Understanding Agent Scaling in LLM-Based Multi-Agent Systems via Diversity☆16May 7, 2026Updated 6 months ago
- Official implementation of "CORE: Reducing UI Exposure in Mobile Agents via Collaboration Between Cloud and Local LLMs" (NeurIPS 2025).☆14Oct 20, 2025Updated last year
- A DDPM implementation in Jax for continuous space modeling.☆10Apr 24, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Uncovering User Interest from Biased and Noised Watch Time in Video Recommendation. In Recsys23.☆11Jul 18, 2023Updated 3 years ago
- Code to related to my NIPS 2016 paper☆10Dec 4, 2016Updated 9 years ago
- ☆11Nov 10, 2022Updated 4 years ago
- D3PE (Deep Data-Driven Policy Evaluation) aims to evaluation a large set of candidate policies from a fixed dataset to select best ones.☆10Jun 2, 2022Updated 4 years ago
- ☆11Mar 1, 2023Updated 3 years ago
- [AISY 2023] Official implementation for "Adaptive Actuation of Magnetic Soft Robots Using Deep Reinforcement Learning"☆10Jul 29, 2024Updated 2 years ago
- Test-Time Anchoring for Discrete Diffusion Posterior Sampling☆11Feb 4, 2026Updated 9 months ago
- [CIKM ’26] Implementation of "Self-Evolving Memory for Generative Recommendation"☆13Sep 18, 2026Updated last month
- [NeurIPS 2025] SYMPHONY: Synergistic Multi-agent Planning with Heterogeneous Language Model Assembly☆17Oct 22, 2025Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Code for "Skill-MAS: Evolving Meta-Skill for Automatic Multi-Agent Systems"☆59Oct 9, 2026Updated last month
- ☆10Jan 12, 2026Updated 10 months ago
- This repo contains the scripts used to create the data for the ATC2020 paper "Reconstructing proprietary video streaming algorithms"☆14Mar 24, 2021Updated 5 years ago
- Official implementation of "UniGRec: Unified Generative Recommendation with Soft Identifiers for End-to-End Optimization"☆14Oct 25, 2026Updated 2 weeks ago
- mlx-lm server wrapper for agentic harness☆21Jan 26, 2026Updated 9 months ago
- ☆12Oct 20, 2025Updated last year
- If you can read ~200 lines of Python, you understand agent memory.☆18Mar 31, 2026Updated 7 months ago
- Enjoy our curated collection of examples and solutions. Use these patterns to build your own robust and scalable applications.☆13Updated this week
- JIRA integration server for Model Context Protocol (MCP) - enables LLMs to interact with JIRA tasks and workflows☆10Apr 3, 2026Updated 7 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A very-low-resource API-compatible replacement for Ray☆13Nov 1, 2026Updated last week
- A unified library of SOTA model optimization techniques like quantization, distillation, pruning, neural architecture search, speculative…☆11Updated this week
- The official implementation of "DVR: Micro-Video Recommendation Optimizing Watch-Time-Gain under Duration Bias" (MM '22)☆17Oct 15, 2022Updated 4 years ago
- Decoupling Dynamics and Reward for Transfer Learning☆16Sep 7, 2018Updated 8 years ago
- [EMNLP'26 Oral] HarnessForge☆35Nov 1, 2026Updated last week
- Live Kubernetes log analysis, contextual investigation, and agent handoff powered by Jev.☆15Updated this week
- A simple container image build tool for Rust☆13Jun 8, 2026Updated 5 months ago
- [AAAI‘24] The official PyTorch implimentation of our AAAI 2024 paper: Personalized LoRA for Human-Centered Text Understanding☆14Dec 11, 2023Updated 2 years ago
- ☆16May 22, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 中科大《高级数据库系统》实验——Storage and Buffer Manager☆23Dec 22, 2019Updated 6 years ago
- Python utilities for working with Obsidian vaults.☆14Oct 1, 2021Updated 5 years ago
- Bayes-Adaptive Monte-Carlo Planning algorithm☆20Mar 5, 2013Updated 13 years ago
- USTC Advanced Database System Lab Homework 中国科学技术大学高级数据库系统课程实验作业☆28Dec 31, 2019Updated 6 years ago
- ☆65Sep 25, 2026Updated last month
- Train Embedding Models on MLX.☆17Jun 2, 2026Updated 5 months ago
- REST API, SDK, and narrative docs that automatically stay in sync with your actual API. Built on Astro.☆16Jun 15, 2026Updated 4 months ago
Are these results useful?