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index.html

@@ -296,7 +296,7 @@ <h5 class="quarto-listing-category-title">Categories</h5><div class="quarto-list
     </div>
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-<div class="quarto-post image-right" data-index="0" data-categories="NLP,LLMS,datasets,learning,projects" data-listing-date-sort="1719990000000" data-listing-file-modified-sort="1720046228815" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="15" data-listing-word-count-sort="2866">
+<div class="quarto-post image-right" data-index="0" data-categories="NLP,LLMS,datasets,learning,projects" data-listing-date-sort="1719990000000" data-listing-file-modified-sort="1720298028221" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="15" data-listing-word-count-sort="2866">
 <div class="thumbnail">
 <p><a href="./posts/2024-07-03-llm-workshop-intro.html" class="no-external"></a></p><a href="./posts/2024-07-03-llm-workshop-intro.html" class="no-external">
 <p><img loading="lazy" src="./posts/images/blog-20240603/header.png" class="thumbnail-image"></p>
@@ -342,7 +342,7 @@ <h3 class="no-anchor listing-title">
 15 min
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-7/3/24, 3:37:08 PM
+7/6/24, 1:33:48 PM
 </div>
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index.xml

@@ -207,8 +207,8 @@ Tip 4: Build something
 <p>Insturction models have been finetuned for conversation … something you want to chat with.</p>
 <p>Start with the basse model where possible … with the smallest model possible (e.g, the 7/8B parameter range)</p>
 </section>
-<section id="finetuning-exmaples-should-mimic-what-your-llm-will-see-in-production" class="level3">
-<h3 class="anchored" data-anchor-id="finetuning-exmaples-should-mimic-what-your-llm-will-see-in-production">Finetuning Exmaples Should Mimic what your LLM will see in production</h3>
+<section id="finetuning-examples-should-mimic-what-your-llm-will-see-in-production" class="level3">
+<h3 class="anchored" data-anchor-id="finetuning-examples-should-mimic-what-your-llm-will-see-in-production">Finetuning Examples Should Mimic what your LLM will see in production</h3>
 <p>If RAG is being used with your properitery LLMs, include it in your training examples for use in finetuning.</p>
 </section>
 <section id="for-structured-output-use-instructor-or-outlines" class="level3">

posts/2024-07-03-llm-workshop-intro.html

@@ -215,7 +215,7 @@ <h2 id="toc-title">On this page</h2>
   <li><a href="#get-up-and-running-quick" id="toc-get-up-and-running-quick" class="nav-link" data-scroll-target="#get-up-and-running-quick">Get Up and Running Quick</a></li>
   <li><a href="#prefer-cloud-over-local-training" id="toc-prefer-cloud-over-local-training" class="nav-link" data-scroll-target="#prefer-cloud-over-local-training">Prefer Cloud over Local Training</a></li>
   <li><a href="#prefer-the-base-model-over-the-instruct-version-when-fine-tuning" id="toc-prefer-the-base-model-over-the-instruct-version-when-fine-tuning" class="nav-link" data-scroll-target="#prefer-the-base-model-over-the-instruct-version-when-fine-tuning">Prefer the Base model over the Instruct Version When Fine-tuning</a></li>
-  <li><a href="#finetuning-exmaples-should-mimic-what-your-llm-will-see-in-production" id="toc-finetuning-exmaples-should-mimic-what-your-llm-will-see-in-production" class="nav-link" data-scroll-target="#finetuning-exmaples-should-mimic-what-your-llm-will-see-in-production">Finetuning Exmaples Should Mimic what your LLM will see in production</a></li>
+  <li><a href="#finetuning-examples-should-mimic-what-your-llm-will-see-in-production" id="toc-finetuning-examples-should-mimic-what-your-llm-will-see-in-production" class="nav-link" data-scroll-target="#finetuning-examples-should-mimic-what-your-llm-will-see-in-production">Finetuning Examples Should Mimic what your LLM will see in production</a></li>
   <li><a href="#for-structured-output-use-instructor-or-outlines" id="toc-for-structured-output-use-instructor-or-outlines" class="nav-link" data-scroll-target="#for-structured-output-use-instructor-or-outlines">For Structured Output, Use Instructor or Outlines</a></li>
   </ul></li>
   <li><a href="#next-steps" id="toc-next-steps" class="nav-link" data-scroll-target="#next-steps">Next Steps</a></li>
@@ -448,8 +448,8 @@ <h3 class="anchored" data-anchor-id="prefer-the-base-model-over-the-instruct-ver
 <p>Insturction models have been finetuned for conversation … something you want to chat with.</p>
 <p>Start with the basse model where possible … with the smallest model possible (e.g, the 7/8B parameter range)</p>
 </section>
-<section id="finetuning-exmaples-should-mimic-what-your-llm-will-see-in-production" class="level3">
-<h3 class="anchored" data-anchor-id="finetuning-exmaples-should-mimic-what-your-llm-will-see-in-production">Finetuning Exmaples Should Mimic what your LLM will see in production</h3>
+<section id="finetuning-examples-should-mimic-what-your-llm-will-see-in-production" class="level3">
+<h3 class="anchored" data-anchor-id="finetuning-examples-should-mimic-what-your-llm-will-see-in-production">Finetuning Examples Should Mimic what your LLM will see in production</h3>
 <p>If RAG is being used with your properitery LLMs, include it in your training examples for use in finetuning.</p>
 </section>
 <section id="for-structured-output-use-instructor-or-outlines" class="level3">