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Unified Framework

3 articles · Page 1 of 1
Machine Learning Algorithms & Natural Language Processing
Machine Learning Algorithms & Natural Language Processing
Jun 18, 2026 · Artificial Intelligence

UniRL: Tencent Hunyuan’s Open‑Source Framework Unifying Multimodal RL Training

UniRL is an open‑source, distributed reinforcement‑learning post‑training framework that consolidates fragmented pipelines for image, video, and language‑vision models, offering a unified rollout‑reward‑advantage‑train‑sync contract, extensive model support, built‑in algorithms, and multi‑modal reward components to lower engineering barriers in AIGC research.

LLMMultimodal RLReward Engineering
0 likes · 10 min read
UniRL: Tencent Hunyuan’s Open‑Source Framework Unifying Multimodal RL Training
ByteDance SE Lab
ByteDance SE Lab
May 19, 2026 · Artificial Intelligence

Introducing Uni-Agent: veRL’s Open‑Source Unified Framework for General‑Purpose Agent Training

Uni-Agent is an open‑source framework that unifies building, running, and training of general AI agents, offering extensible model, tool, and environment modules, scalable sandbox execution via veFaaS, live monitoring, and demonstrated performance gains on large‑scale coding‑agent experiments.

AgentOpen sourceScalable Execution
0 likes · 8 min read
Introducing Uni-Agent: veRL’s Open‑Source Unified Framework for General‑Purpose Agent Training
PaperAgent
PaperAgent
Apr 27, 2026 · Artificial Intelligence

A Comprehensive Review of Modern LLM Agent Memory Frameworks

The article surveys recent LLM‑based agent memory research, presenting a unified framework that breaks memory systems into four components, detailing their design choices, experimental evaluation on LOCOMO and LONGMEMEVAL, key findings, and a new low‑token SOTA architecture.

Agent MemoryLLMLong‑term Tasks
0 likes · 8 min read
A Comprehensive Review of Modern LLM Agent Memory Frameworks