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<title>Tuned Tensor</title>
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<h2>Tuned Tensor</h2>
<p><strong>Behaviour control infrastructure for open-weight language models.</strong></p>
<p>Specify behaviour, fine-tune open-weight models, and use evaluation feedback to start the next run.</p>
<h3>Workflow</h3>
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<li><strong>Specify behaviour:</strong> capture system prompts, guidelines, constraints, examples, and a base model in a structured spec.</li>
<li><strong>Fine-tune:</strong> compile training data and tune supported open-weight models.</li>
<li><strong>Evaluate:</strong> score outputs, inspect failures, and catch regressions.</li>
<li><strong>Iterate:</strong> use run feedback to refine the spec and start the next tuning pass.</li>
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<h3>Get started</h3>
<pre><code>npm i -g @tuned-tensor/cli
tt init
tt runs start &lt;spec-id&gt;</code></pre>
<p>
<a href="https://tunedtensor.com/" target="_blank" rel="noreferrer">Website</a> &middot;
<a href="https://tunedtensor.com/docs" target="_blank" rel="noreferrer">Docs</a> &middot;
<a href="https://github.com/tunedtensor/tuned-tensor-cli" target="_blank" rel="noreferrer">CLI</a> &middot;
<a href="https://tunedtensor.com/skill.md" target="_blank" rel="noreferrer">Agent skill</a>
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