cff-version: 1.2.0
message: "If you use marvy-1-14B as a baseline, fine-tune it, distill from it, or evaluate against it, please cite this work and credit MainStack."
title: "marvy-1-14B: An open fine-tuned model for the full ServiceNow delivery lifecycle"
abstract: "marvy-1-14B is an Apache-2.0 fine-tune of Qwen2.5-14B-Instruct specialized for the full ServiceNow delivery lifecycle: business analysis, requirements, stakeholder mapping, systems inventory, solution design documents, user stories, implementation planning, test cases, and validation."
type: software
authors:
  - name: "MainStack"
    website: "https://www.mainstack.co.uk/"
url: "https://huggingface.co/MainStack/marvy-1-14B"
repository-artifact: "https://huggingface.co/MainStack/marvy-1-14B"
version: "1"
date-released: "2026-06-01"
license: Apache-2.0
keywords:
  - ServiceNow
  - ITSM
  - CSDM
  - solution-design
  - delivery
  - qwen2.5
  - lora
references:
  - type: software
    title: "Qwen2.5-14B-Instruct"
    authors:
      - name: "Qwen Team, Alibaba Cloud"
    url: "https://huggingface.co/Qwen/Qwen2.5-14B-Instruct"
    license: Apache-2.0