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      <title>Using Copilot with Local Deployment &amp; Private Deployment Models via Ollama</title>
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      <pubDate>Wed, 05 Jun 2024 00:01:11 +0800</pubDate>
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      <description>&lt;h1 id=&#34;using-copilot-with-local-models-via-ollama&#34;&gt;Using Copilot with Local Models via Ollama&lt;/h1&gt;
&lt;p&gt;Recently, Mistral AI released a highly efficient code-writing model called &lt;a href=&#34;https://Ollama.com/library/codestral&#34;&gt;codestral&lt;/a&gt;. It’s only 22B, and my MacBook can easily handle it, using around 15GB of memory during operation. I wanted to integrate it with VSCode to replace GitHub Copilot for more secure coding.&lt;/p&gt;
&lt;p&gt;Ensure you have &lt;a href=&#34;https://Ollama.com/&#34;&gt;Ollama&lt;/a&gt; and the &lt;a href=&#34;https://Ollama.com/library/codestral&#34;&gt;codestral&lt;/a&gt; model installed. It&amp;rsquo;s straightforward following the official links.&lt;/p&gt;
&lt;p&gt;To use a Copilot-like feature in VSCode, you need to install &lt;a href=&#34;https://Ollama.com/library/codestral&#34;&gt;codestral&lt;/a&gt; and &lt;a href=&#34;https://Ollama.com/library/starcoder2&#34;&gt;starcoder2&lt;/a&gt; via Ollama, then install the &lt;a href=&#34;https://docs.continue.dev/intro&#34;&gt;Continue&lt;/a&gt; plugin in VSCode. Ensure Ollama is running by checking localhost:11434.&lt;/p&gt;</description>
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