mosregdata/core

mosregdata/ core

12 Downloads Updated 4 months ago

Expert model on Moscow Region. Answers questions about transport, economy, urbanism, governance, ecology, tourism, history, science, social sphere, and agriculture of the Moscow Region with scientific accuracy and erudition.

tools

ollama run mosregdata/core

curl http://localhost:11434/api/chat \
  -d '{
    "model": "mosregdata/core",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

from ollama import chat

response = chat(
    model='mosregdata/core',
    messages=[{'role': 'user', 'content': 'Hello!'}],
)
print(response.message.content)

import ollama from 'ollama'

const response = await ollama.chat({
  model: 'mosregdata/core',
  messages: [{role: 'user', content: 'Hello!'}],
})
console.log(response.message.content)

Applications

Claude Code

Claude Code ollama launch claude --model mosregdata/core

Codex

Codex ollama launch codex --model mosregdata/core

OpenCode

OpenCode ollama launch opencode --model mosregdata/core

OpenClaw

OpenClaw ollama launch openclaw --model mosregdata/core

Models

Name

1 model

Size

Context

Input

core:latest

2.5GB · 256K context window · Text · 4 months ago

core:latest

2.5GB

256K

Text

Readme

MosRegData/Core

Thematic AI for Moscow Region

A specialized language model fine-tuned on thematic data about the Moscow Region.

Capabilities:

Transport and Infrastructure - Central Ring Road (TsKAD), Moscow Central Diameters (MCD), roads, public transport
Economy and Business - Special Economic Zones (SEZ), investments, real estate market, industry
Urbanism and Housing - renovation, new construction, urban environment
Governance and Authority - public services, Multifunctional Centers (MFC), support programs
Ecology and Nature - nature reserves, environmental quality, waste recycling
Tourism and Recreation - manor estates, parks, active leisure
History and Culture - ancient towns, traditional crafts, museum-reserves
Science and Education - science cities, universities, research centers
Social Sphere - healthcare, education, public support
Agriculture - agro-industrial complex, farming, local produce

Technical Specifications:

Base Model: qwen3:4b-instruct-2507-q4_K_M
Context: 256K tokens
Style: Popular science, erudite
Language: Russian
Topics: Moscow Region and Podmoskovye

The model provides accurate and up-to-date answers on all aspects of life in the Moscow Region, from transport infrastructure to cultural heritage.

Website

https://mosregdata.ru/

![ogimg_mrd_ollama.jpg](/assets/mosregdata/core/e9b6dd99-2959-41d0-8c76-6107aeafcbe7)

## MosRegData/Core

### Thematic AI for Moscow Region

A specialized language model fine-tuned on thematic data about the Moscow Region.

### Capabilities:

*   **Transport and Infrastructure** - Central Ring Road (TsKAD), Moscow Central Diameters (MCD), roads, public transport
*   **Economy and Business** - Special Economic Zones (SEZ), investments, real estate market, industry
*   **Urbanism and Housing** - renovation, new construction, urban environment
*   **Governance and Authority** - public services, Multifunctional Centers (MFC), support programs
*   **Ecology and Nature** - nature reserves, environmental quality, waste recycling
*   **Tourism and Recreation** - manor estates, parks, active leisure
*   **History and Culture** - ancient towns, traditional crafts, museum-reserves
*   **Science and Education** - science cities, universities, research centers
*   **Social Sphere** - healthcare, education, public support
*   **Agriculture** - agro-industrial complex, farming, local produce

### Technical Specifications:

*   **Base Model**: qwen3:4b-instruct-2507-q4_K_M
*   **Context**: 256K tokens
*   **Style**: Popular science, erudite
*   **Language**: Russian
*   **Topics**: Moscow Region and Podmoskovye

The model provides accurate and up-to-date answers on all aspects of life in the Moscow Region, from transport infrastructure to cultural heritage.

### Website

https://mosregdata.ru/

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