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upadte features
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allenanie committed Jun 22, 2024
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Expand Up @@ -259,8 +259,9 @@ <h6 class="d-block mb-3 text-primary">Secondary pages</h6>
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<!-- <a href="#" target="_blank" class="btn btn-secondary btn-pricing-plan animate-up-2 mr-3"><i class="fab fa-github mr-2"></i> Repo (Coming soon)</a> -->
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Expand Down Expand Up @@ -290,7 +291,7 @@ <h1 class="display-1 mb-4">Trace, the new Auto-Diff</h1>
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Expand All @@ -316,6 +317,57 @@ <h1 class="display-1 mb-4">Trace, the new Auto-Diff</h1>
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<h2 class="h1 font-weight-bolder mb-4">What is Trace?</h2>
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<h4 class="mb-4">Chained End-to-End Optimization</h4>
<p>A complex AI system has many modules. Some modules are pure Python programs. Some make calls to other APIs to retrieve or generate content.
Trace allows you to specify tunable parts of your system and optimize your entire system end-to-end.
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<h4 class="mb-4">Native Python Support</h4>
<p>Trace aims to allow users to build flexible AI systems through two primitives: <code class="language-python">node</code> over Python basic types and
<code class="language-python">@bundle</code> over Python functions. Trace supports heterogenous optimization of a mixture of <u>code</u>,
<u>string</u>, <u>numbers</u> in one AI system.
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<h4 class="mb-4">Trace Graph</h4>
<p>Trace recreates the AI system's execution graph and preserves as much information as possible. It is an open platform to develop novel optimization algorithms.</p>
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