<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Efficient-Sam on RawCull</title><link>https://techrawcull.netlify.app/tags/efficient-sam/</link><description>Recent content in Efficient-Sam on RawCull</description><generator>Hugo</generator><language>en</language><lastBuildDate>Tue, 01 Sep 2026 18:41:03 +0200</lastBuildDate><atom:link href="https://techrawcull.netlify.app/tags/efficient-sam/index.xml" rel="self" type="application/rss+xml"/><item><title>AI Model Download Service</title><link>https://techrawcull.netlify.app/docs/ai/aimodeldownloads/</link><pubDate>Mon, 10 Aug 2026 00:00:00 +0000</pubDate><guid>https://techrawcull.netlify.app/docs/ai/aimodeldownloads/</guid><description>&lt;h1 id="ai-model-download-service"&gt;AI model download service&lt;a class="td-heading-self-link" href="#ai-model-download-service" aria-label="Heading self-link"&gt;&lt;/a&gt;&lt;/h1&gt;
&lt;p&gt;RawCull&amp;rsquo;s managed-download schema recognizes four optional model
bundles:&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Model&lt;/th&gt;
					&lt;th&gt;PhotoAIKit bundle&lt;/th&gt;
					&lt;th&gt;Runtime asset&lt;/th&gt;
					&lt;th&gt;Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;DataComp CLIP&lt;/td&gt;
					&lt;td&gt;&lt;code&gt;CLIP-DataComp&lt;/code&gt;&lt;/td&gt;
					&lt;td&gt;&lt;code&gt;ViT-B-32-256-datacomp_s34b_b86k_float16_static.aimodel&lt;/code&gt;&lt;/td&gt;
					&lt;td&gt;Similarity and semantic search&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;OpenAI CLIP&lt;/td&gt;
					&lt;td&gt;&lt;code&gt;CLIP-OpenAI&lt;/code&gt;&lt;/td&gt;
					&lt;td&gt;&lt;code&gt;clip-vit-base-patch32_float16_static.aimodel&lt;/code&gt;&lt;/td&gt;
					&lt;td&gt;Similarity and semantic search&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;EfficientSAM&lt;/td&gt;
					&lt;td&gt;&lt;code&gt;EfficientSAM&lt;/code&gt;&lt;/td&gt;
					&lt;td&gt;&lt;code&gt;efficient_sam_vitt_float16_static_q64.aimodel&lt;/code&gt;&lt;/td&gt;
					&lt;td&gt;Point-prompted segmentation&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;Meta SAM 3&lt;/td&gt;
					&lt;td&gt;&lt;code&gt;SAM3&lt;/code&gt;&lt;/td&gt;
					&lt;td&gt;&lt;code&gt;sam3_float16.aimodel&lt;/code&gt;&lt;/td&gt;
					&lt;td&gt;Promptable segmentation&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;p&gt;SigLIP2 is not part of the RawCull download catalogue or release manifest. Do
not include its bundle, notices, archive, or asset-pack ID in a RawCull model
release.&lt;/p&gt;</description></item><item><title>New RawCull AI models</title><link>https://techrawcull.netlify.app/docs/ai/newmodels/</link><pubDate>Mon, 10 Aug 2026 00:00:00 +0000</pubDate><guid>https://techrawcull.netlify.app/docs/ai/newmodels/</guid><description>&lt;h1 id="publishing-new-rawcull-ai-models"&gt;Publishing new RawCull AI models&lt;a class="td-heading-self-link" href="#publishing-new-rawcull-ai-models" aria-label="Heading self-link"&gt;&lt;/a&gt;&lt;/h1&gt;
&lt;p&gt;This runbook publishes four optional models:&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Model&lt;/th&gt;
					&lt;th&gt;Asset-pack ID&lt;/th&gt;
					&lt;th&gt;Installed destination&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;DataComp CLIP&lt;/td&gt;
					&lt;td&gt;&lt;code&gt;no.blogspot.RawCull.models.clip-datacomp&lt;/code&gt;&lt;/td&gt;
					&lt;td&gt;&lt;code&gt;Models/CLIP-DataComp&lt;/code&gt;&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;OpenAI CLIP&lt;/td&gt;
					&lt;td&gt;&lt;code&gt;no.blogspot.RawCull.models.clip-openai&lt;/code&gt;&lt;/td&gt;
					&lt;td&gt;&lt;code&gt;Models/CLIP-OpenAI&lt;/code&gt;&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;EfficientSAM&lt;/td&gt;
					&lt;td&gt;&lt;code&gt;no.blogspot.RawCull.models.efficient-sam&lt;/code&gt;&lt;/td&gt;
					&lt;td&gt;&lt;code&gt;Models/EfficientSAM&lt;/code&gt;&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;Meta SAM 3&lt;/td&gt;
					&lt;td&gt;&lt;code&gt;no.blogspot.RawCull.models.sam3&lt;/code&gt;&lt;/td&gt;
					&lt;td&gt;&lt;code&gt;Models/SAM3&lt;/code&gt;&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;p&gt;SigLIP2 remains deliberately excluded. EfficientSAM is planned for RawCull
3.3.0 and must be prepared as a new pack; do not mutate the published &lt;code&gt;v2&lt;/code&gt;
release to add it.&lt;/p&gt;
&lt;p&gt;The published record described by this page is the &lt;code&gt;v2&lt;/code&gt; release in
&lt;a href="https://github.com/rsyncOSX/RawCull-AI-Models/releases"&gt;&lt;code&gt;RawCull-AI-Models&lt;/code&gt;&lt;/a&gt;.
Tag names and GitHub release URLs are case-sensitive.&lt;/p&gt;</description></item></channel></rss>