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README.md
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# JOA Advance: 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 Advance, 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 Advance 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 Advance is a fine-tune of ibm-granite/granite-3.3-8b-instruct by IBM, used under the Apache License 2.0. It is not made, endorsed or supported by IBM. Built by Job Opportunities API (JOA), https://jobopportunitiesapi.org.
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---
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# JOA Advance: 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 Advance, 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 Advance 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 Advance is a fine-tune of ibm-granite/granite-3.3-8b-instruct by IBM, used under the Apache License 2.0. It is not made, endorsed or supported by IBM. Built by Job Opportunities API (JOA), https://jobopportunitiesapi.org.
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