North Mini Code: Agentic Coding Model for Developers

Today we're launching North Mini Code open-source. A mixture-of-experts (MoE) model, North Mini Code is Cohere's first agentic coding model...

North Mini Code
North Mini Code

Today we're launching North Mini Code open-source. A mixture-of-experts (MoE) model, North Mini Code is Cohere's first agentic coding model, and the inaugural member of our next generation of powerful models.

Cohere 发布了 North Mini Code——首个开源 Agentic Coding 模型。30B 总参数,仅 3B 激活,专为开发者设计,Apache 2.0 协议,推进 Sovereign AI。

Snapshot

Model North-Mini-Code-1.0
License Apache 2.0
Model size 30B total; 3B active
Context length 256K total context; 64K max generation
Optimized for Code generation, agentic software engineering, and terminal tasks
Availability Hugging Face (Weights), Cohere API, Cohere Model Vault, OpenRouter
Hardware (minimum) 1x H100 @ FP8

Agentic coding capabilities

North Mini Code 在同等规模模型中表现强劲,Artificial Analysis Coding Index 得分 33.4。

Benchmarks comparing North Mini Code to leading open-source models of small sizes
Benchmarks comparing North Mini Code to leading open-source models of small sizes

The speed advantage for developer tasks

  • 相同并发和硬件下,输出吞吐量比 Devstral Small 2 高达 2.8 倍
  • Inter-token latency 优势 30%
  • Time-to-first-token (TTFT) 两者接近,Devstral Small 2 略优

Speed and latency comparison
Speed and latency comparison

Sovereign open models for developers

North Mini Code 专为 Agentic 工作流构建,包括:

  • 理解和编排子 Agent
  • 映射系统架构
  • 运行代码审查

支持本地或 on-prem 部署,让开发者摆脱供应商约束。

Getting started

  • Hugging Face 免费下载权重
  • Model Vault 托管推理平台
  • OpenCode 兼容(也支持大多数 coding agent)
  • 或使用 Cohere API key

来源: Cohere Blog