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<language>en-us</language> | ||
<managingEditor>[email protected] (David Evans)</managingEditor> | ||
<webMaster>[email protected] (David Evans)</webMaster> | ||
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<title>Week 10: Data Selection for LLMs</title> | ||
<link>https://llmrisks.github.io/week10/</link> | ||
<pubDate>Fri, 03 Nov 2023 00:00:00 +0000</pubDate> | ||
<author>[email protected] (David Evans)</author> | ||
<guid>https://llmrisks.github.io/week10/</guid> | ||
<description>(see bottom for assigned readings and questions) | ||
Presenting Team: Haolin Liu, Xueren Ge, Ji Hyun Kim, Stephanie Schoch | ||
Blogging Team: Aparna Kishore, Elena Long, Erzhen Hu, Jingping Wan | ||
Monday, 30 October: Data Selection for Fine-tuning LLMs Question: Would more models help? We&rsquo;ve discussed so many risks and issues of GenAI so far and one question is that it can be difficult for us to come up with a possible solution to these problems.</description> | ||
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<item> | ||
<title>Week 9: Interpretability</title> | ||
<link>https://llmrisks.github.io/week9/</link> | ||
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@@ -100,7 +116,7 @@ Table of Contents (Monday, 09/04/2023) Introduction to Alignment Introduction | |
<guid>https://llmrisks.github.io/week1/</guid> | ||
<description>(see bottom for assigned readings and questions) | ||
Attention, Transformers, and BERT Monday, 28 August | ||
Transformers1 are a class of deep learning models that have revolutionized the field of natural language processing (NLP) and various other domains. The concept of transformers originated as an attempt to address the limitations of traditional recurrent neural networks (RNNs) in sequential data processing. Here&rsquo;s an overview of transformers' evolution and significance. | ||
Transformers1 are a class of deep learning models that have revolutionized the field of natural language processing (NLP) and various other domains. The concept of transformers originated as an attempt to address the limitations of traditional recurrent neural networks (RNNs) in sequential data processing. Here&rsquo;s an overview of transformers&rsquo; evolution and significance. | ||
Background and Origin RNNs2 were one of the earliest models used for sequence-based tasks in machine learning.</description> | ||
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<language>en-us</language> | ||
<managingEditor>[email protected] (David Evans)</managingEditor> | ||
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<atom:link href="https://llmrisks.github.io/post/index.xml" rel="self" type="application/rss+xml" /> | ||
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<item> | ||
<title>Week 10: Data Selection for LLMs</title> | ||
<link>https://llmrisks.github.io/week10/</link> | ||
<pubDate>Fri, 03 Nov 2023 00:00:00 +0000</pubDate> | ||
<author>[email protected] (David Evans)</author> | ||
<guid>https://llmrisks.github.io/week10/</guid> | ||
<description>(see bottom for assigned readings and questions) | ||
Presenting Team: Haolin Liu, Xueren Ge, Ji Hyun Kim, Stephanie Schoch | ||
Blogging Team: Aparna Kishore, Elena Long, Erzhen Hu, Jingping Wan | ||
Monday, 30 October: Data Selection for Fine-tuning LLMs Question: Would more models help? We&rsquo;ve discussed so many risks and issues of GenAI so far and one question is that it can be difficult for us to come up with a possible solution to these problems.</description> | ||
</item> | ||
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<item> | ||
<title>Week 9: Interpretability</title> | ||
<link>https://llmrisks.github.io/week9/</link> | ||
|
@@ -100,7 +116,7 @@ Table of Contents (Monday, 09/04/2023) Introduction to Alignment Introduction | |
<guid>https://llmrisks.github.io/week1/</guid> | ||
<description>(see bottom for assigned readings and questions) | ||
Attention, Transformers, and BERT Monday, 28 August | ||
Transformers1 are a class of deep learning models that have revolutionized the field of natural language processing (NLP) and various other domains. The concept of transformers originated as an attempt to address the limitations of traditional recurrent neural networks (RNNs) in sequential data processing. Here&rsquo;s an overview of transformers' evolution and significance. | ||
Transformers1 are a class of deep learning models that have revolutionized the field of natural language processing (NLP) and various other domains. The concept of transformers originated as an attempt to address the limitations of traditional recurrent neural networks (RNNs) in sequential data processing. Here&rsquo;s an overview of transformers&rsquo; evolution and significance. | ||
Background and Origin RNNs2 were one of the earliest models used for sequence-based tasks in machine learning.</description> | ||
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