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README.md
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# JOA Deep: job-posting extraction model
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*Disclosure: Job Opportunities API (JOA, jobopportunitiesapi.org) is an independent data business that sells API access to job-posting data. AI helped run the experiments, check the numbers and draft this text; Loukas (Luca) Tzekos is editorially responsible. Contact: hello@jobopportunitiesapi.org.*
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**Status (
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## What it does
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Train and test on a richer input (the rendered page, structured data and the recruiting system's own data), re-run both tests, then decide on releasing the weights.
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## Licence
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- You may use, modify, fine-tune, redistribute and sell JOA Deep, including in commercial and hosted products.
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- If you distribute it, or make a product or service that uses it available to others, show "Built with JOA Deep by Job Opportunities API" with a link to https://jobopportunitiesapi.org in your documentation, about page or user interface, and in the model card of any derivative.
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- Keep the base model's Apache 2.0 licence and notices.
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- Do not imply endorsement.
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Nothing is released yet. This section describes the plan, not a grant.
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## Attribution
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JOA Deep is a fine-tune of Qwen/Qwen3.8-27B by the Qwen team (Alibaba Cloud), used under the Apache License 2.0. It is not made, endorsed or supported by the Qwen team (Alibaba Cloud). Built by Job Opportunities API (JOA), https://jobopportunitiesapi.org.
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---
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# JOA Deep: job-posting extraction model
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*Disclosure: Job Opportunities API (JOA, jobopportunitiesapi.org) is an independent data business that sells API access to job-posting data. AI helped run the experiments, check the numbers and draft this text; Loukas (Luca) Tzekos is editorially responsible. Contact: hello@jobopportunitiesapi.org.*
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**Status (24 October 2026): weights released.** The model was trained and evaluated, and the evaluation below is unchanged from 6 October 2026. The weights are in this repository under the JOA Model License (LICENSE.md): any use, including commercial, with visible credit and a link.
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## What it does
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Train and test on a richer input (the rendered page, structured data and the recruiting system's own data), re-run both tests, then decide on releasing the weights.
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## Licence
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The weights are licensed under the **JOA Model License** (LICENSE.md in this repository):
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- You may use, modify, fine-tune, redistribute and sell JOA Deep, including in commercial and hosted products.
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- If you distribute it, or make a product or service that uses it available to others, show "Built with JOA Deep by Job Opportunities API" with a link to https://jobopportunitiesapi.org in your documentation, about page or user interface, and in the model card of any derivative.
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- Keep the base model's Apache 2.0 licence and notices.
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- Do not imply endorsement.
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## Attribution
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JOA Deep is a fine-tune of Qwen/Qwen3.8-27B by the Qwen team (Alibaba Cloud), used under the Apache License 2.0. It is not made, endorsed or supported by the Qwen team (Alibaba Cloud). Built by Job Opportunities API (JOA), https://jobopportunitiesapi.org.
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