ollama vs ART
A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.
| ollama | ART | |
|---|---|---|
| Tagline | Get up and running with Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models. | Agent Reinforcement Trainer |
| Stars | 176k | 10k |
| Forks | 17k | 937 |
| Open issues | 3.4k | 121 |
| Language | Go | Python |
| License | MIT | Apache-2.0 |
| Last pushed | Jul 7, 2026 | Jul 7, 2026 |
| Categories | AI Agents, LLM Frameworks | AI Agents, Model Training |
ollama
Ollama is a platform for deploying and interacting with various large language models (LLMs) such as Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, and Gemma on macOS, Windows, Linux, and Docker environments.
Go
ART
OpenPipe's ART is an open-source RL framework for training multi-step agents using GRPO, designed to enhance the reliability of LLMs through experience learning.
Python