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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
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