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MSheng-Lee authored Dec 5, 2024
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Expand Up @@ -330,7 +330,7 @@ <h2 class="title is-3">Method</h2>
<p>
We introduce Chimera, a <b>scalable</b>b> pipeline that integrates specialist models into generalist LMMs, facilitating their adaptation to diverse specialized tasks.
Chimera comprises a general visual encoder, a general projector paired with a language model pre-trained from an LMM, alongside a router and an expert model suite, which includes specialized expert models and their corresponding expert projectors.
Chimera uses a <b>Generalist-Specialist Collaboration Masking</b>b> (GSCM) mechanism to facilitate the alignment with expert models.
Chimera uses a <b>Generalist-Specialist Collaboration Masking</b> (GSCM) mechanism to facilitate the alignment with expert models.
<br>
We consider a progressive two-stage training procedure:
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Expand All @@ -343,7 +343,7 @@ <h2 class="title is-3">Method</h2>
</div>
<centering>
<div style="text-align: center;">
<img id="teaser" width="70%" src="images/overview.png">
<img id="teaser" width="70%" src="static/overview.png">
</div>


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