The central nervous system and backend orchestrator for Fractal. It handles multi-tenant task scheduling, real-time TFLOPs budgeting, and federated weight aggregation using FedAvg.
Open-source AI model aggregation platform with web/admin dashboard, agents, image/video/audio generation, OpenAI-compatible API, wallet billing, and Docker deployment. / 开源 AI 聚合平台，支持大模型工作台、智能体、图片/视频/音频生成、OpenAI 兼容 API、钱包计费、管理后台和 Docker 一键部署。
把 WorkBuddy（多账号/企业版）、Trae CN / TRAE SOLO CN、Qoder CN 三家订阅聚合进同一个 DSH 模型选择器：会话内换模型不丢历史、积分倍率、逐模型思考档位、每日自动签到、读图与 Agent 工具调用。One DSH plugin aggregating WorkBuddy / Trae / Qoder subscriptions into one model picker: mid-session switching, credit multipliers, reasoning effort, daily check-in, vision, tools.
Mixture-of-Agents (MoA) plugin for OpenCode. It fans out a single prompt to multiple models (subagents) in parallel. The primary agent then evaluates and synthesizes the outputs into a unified, high-quality response. Child worker sessions persist and are navigable via the TUI.
Geometry dynamics and instability in federated LoRA under heterogeneous data distributions (FedGeoX)
Drift-Aware Adaptive Aggregation (DAA) for federated learning on CIFAR-10 under heterogeneous client partitions.
Aggregation Tools for Matrix Population Models in R.
A parameter-transfer framework for generalized semiparametric models using model aggregation techniques.
Data-Enhanced Model Aggregation
Discover free AI model endpoints across NVIDIA, AMD, Hugging Face, OpenRouter, and models.dev. Generate ready-to-run LiteLLM, NewAPI, and Bifrost configurations. Public read-only API + Agents.md + llms.txt.
Discover free AI model endpoints across NVIDIA, AMD, Hugging Face, OpenRouter, and models.dev. Generate ready-to-run LiteLLM, NewAPI, and Bifrost configurations. Public read-only API + Agents.md + llms.txt.
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