-
Notifications
You must be signed in to change notification settings - Fork 12
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
David Evans
committed
Apr 16, 2024
1 parent
5d206fb
commit d76865f
Showing
12 changed files
with
547 additions
and
539 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
|
@@ -7,33 +7,28 @@ | |
<generator>Hugo -- gohugo.io</generator> | ||
<language>en-us</language> | ||
<managingEditor>[email protected] (David Evans)</managingEditor> | ||
<webMaster>[email protected] (David Evans)</webMaster><atom:link href="https://llmrisks.github.io/images/index.xml" rel="self" type="application/rss+xml" /> | ||
<webMaster>[email protected] (David Evans)</webMaster> | ||
<atom:link href="https://llmrisks.github.io/images/index.xml" rel="self" type="application/rss+xml" /> | ||
<item> | ||
<title></title> | ||
<link>https://llmrisks.github.io/images/week14/day1/test/</link> | ||
<pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate> | ||
<author>[email protected] (David Evans)</author> | ||
<pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><author>[email protected] (David Evans)</author> | ||
<guid>https://llmrisks.github.io/images/week14/day1/test/</guid> | ||
<description></description> | ||
</item> | ||
|
||
<item> | ||
<title></title> | ||
<link>https://llmrisks.github.io/images/week14/day2/test/</link> | ||
<pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate> | ||
<author>[email protected] (David Evans)</author> | ||
<pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><author>[email protected] (David Evans)</author> | ||
<guid>https://llmrisks.github.io/images/week14/day2/test/</guid> | ||
<description></description> | ||
</item> | ||
|
||
<item> | ||
<title></title> | ||
<link>https://llmrisks.github.io/images/week14/test/</link> | ||
<pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate> | ||
<author>[email protected] (David Evans)</author> | ||
<pubDate>Mon, 01 Jan 0001 00:00:00 +0000</pubDate><author>[email protected] (David Evans)</author> | ||
<guid>https://llmrisks.github.io/images/week14/test/</guid> | ||
<description></description> | ||
</item> | ||
|
||
</channel> | ||
</rss> |
Large diffs are not rendered by default.
Oops, something went wrong.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Large diffs are not rendered by default.
Oops, something went wrong.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,66 @@ | ||
+++ | ||
date = "12 Dec 2023" | ||
draft = false | ||
title = "Summary of Semester" | ||
slug = "summary" | ||
+++ | ||
|
||
Here's a summary of the topics for the semester: | ||
|
||
[Week 1: Introduction](/week1) | ||
- Attention, Transformers, and BERT | ||
- Training LLMs, Risks and Rewards | ||
|
||
[Week 2: Alignment](/week2) | ||
- Introduction to AI Alignment and Failure Cases | ||
- Redteaming | ||
- Jail-breaking LLMs | ||
|
||
[Week 3: Prompting and Bias](/week3) | ||
- Prompt Engineering | ||
- Marked Personas | ||
|
||
[Week 4: Capabilities of LLMs](/week4) | ||
- LLM Capabilities | ||
- Medical Applications of LLMs | ||
|
||
[Week 5: Hallucination](/week5) | ||
- Hallucination Risks | ||
- Potential Solutions | ||
|
||
Week 6: Visit from [Anton Korinek](https://www.korinek.com/) | ||
|
||
[Week 7: Generative Adversarial Networks and DeepFakes](/week7) | ||
- GANs and DeepFakes | ||
- Creation and Detection of DeepFake Videos | ||
|
||
[Week 8: Machine Translation](/week8) | ||
- History of Machine Translation | ||
- Neural Machine Translation | ||
|
||
[Week 9: Interpretability](/week9) | ||
- Introduction to Interpretability | ||
- Mechanistic Interpretability | ||
|
||
[Week 10: Data for Training](/week10) | ||
- Data Selection for Fine-tuning LLMs | ||
- Detecting Pretraining Data from Large Language Models | ||
- Impact of Data on Large Language Models | ||
- The Curse of Recursion: Training on Generated Data Makes Models Forget | ||
|
||
[Week 11: Watermarking](/week11) | ||
- Watermarking LLM Outputs | ||
- Watermarking Diffusion Models | ||
|
||
[Week 12: LLM Agents](/week12) | ||
- LLM Agents | ||
- Tools and Planning | ||
|
||
[Week 13: Regulating Dangerous Technologies](/week13) | ||
- Analogies from other technologies for regulating AI | ||
|
||
[Week 14a: Multimodal Models](/week14a) | ||
[Week 14b: Ethical AI](/week14b) | ||
|
||
|
||
|
Oops, something went wrong.