| marvy-1-14B |
| Copyright 2026 MainStack |
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| This product is licensed under the Apache License, Version 2.0 (the "License"). |
| You may obtain a copy of the License in the accompanying LICENSE file or at: |
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| http://www.apache.org/licenses/LICENSE-2.0 |
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| Attribution request (downstream use) |
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| marvy-1-14B was created by MainStack (https://huggingface.co/MainStack). |
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| If you use marvy-1-14B as a baseline, fine-tune it, distill from it, evaluate |
| against it, or otherwise build on it, please credit MainStack and link to: |
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| https://huggingface.co/MainStack/marvy-1-14B |
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| Under the Apache License, Version 2.0, this NOTICE file MUST be retained and |
| reproduced in any derivative works and redistributions (License §4(d)). |
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| Attribution |
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| marvy-1-14B is a fine-tuned derivative of: |
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| Qwen2.5-14B-Instruct |
| Copyright Alibaba Cloud / Qwen Team |
| Licensed under the Apache License, Version 2.0 |
| https://huggingface.co/Qwen/Qwen2.5-14B-Instruct |
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| The base model weights are the property of their respective authors and are |
| used and redistributed in modified (fine-tuned) form under the terms of the |
| Apache License, Version 2.0. |
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| Citation for the base model: |
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| @misc{qwen2.5, |
| title = {Qwen2.5: A Party of Foundation Models}, |
| author = {Qwen Team}, |
| year = {2024}, |
| url = {https://qwenlm.github.io/blog/qwen2.5/} |
| } |
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| @article{qwen2, |
| title = {Qwen2 Technical Report}, |
| author = {Qwen Team}, |
| journal= {arXiv preprint arXiv:2407.10671}, |
| year = {2024} |
| } |
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| Tooling |
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| Trained and fused with MLX-LM (https://github.com/ml-explore/mlx-lm), |
| Copyright Apple Inc., licensed under the MIT License. |
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| Training data provenance |
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| marvy-1-14B was fine-tuned on a corpus of anonymized ServiceNow delivery |
| artifacts. All customer and partner names were replaced with stable aliases, |
| and emails, hostnames, IP addresses, and credential-bearing files were removed |
| or redacted prior to training. No customer-identifying information is present |
| in the training corpus. See the model card for the full redaction methodology. |
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