Updating license description. Adding placeholder paper and project links.

.idea/workspace.xml

@@ -0,0 +1,49 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="AutoImportSettings">
+    <option name="autoReloadType" value="SELECTIVE" />
+  </component>
+  <component name="ChangeListManager">
+    <list default="true" id="82fe8b44-aff4-4cf4-beac-67321e5b595c" name="Changes" comment="" />
+    <option name="SHOW_DIALOG" value="false" />
+    <option name="HIGHLIGHT_CONFLICTS" value="true" />
+    <option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
+    <option name="LAST_RESOLUTION" value="IGNORE" />
+  </component>
+  <component name="Git.Settings">
+    <option name="RECENT_GIT_ROOT_PATH" value="$PROJECT_DIR$/../PD3M" />
+  </component>
+  <component name="MarkdownSettingsMigration">
+    <option name="stateVersion" value="1" />
+  </component>
+  <component name="ProjectId" id="2mcVMEsQ7U1K5Gn5f5JnAurf7xF" />
+  <component name="ProjectLevelVcsManager" settingsEditedManually="true" />
+  <component name="ProjectViewState">
+    <option name="hideEmptyMiddlePackages" value="true" />
+    <option name="showLibraryContents" value="true" />
+  </component>
+  <component name="PropertiesComponent">{
+  &quot;keyToString&quot;: {
+    &quot;RunOnceActivity.OpenProjectViewOnStart&quot;: &quot;true&quot;,
+    &quot;RunOnceActivity.ShowReadmeOnStart&quot;: &quot;true&quot;,
+    &quot;last_opened_file_path&quot;: &quot;/Users/nicholaspadgett/spawning-15m&quot;
+  }
+}</component>
+  <component name="RecentsManager">
+    <key name="MoveFile.RECENT_KEYS">
+      <recent name="$PROJECT_DIR$/../PD3M" />
+      <recent name="$PROJECT_DIR$" />
+    </key>
+  </component>
+  <component name="SpellCheckerSettings" RuntimeDictionaries="0" Folders="0" CustomDictionaries="0" DefaultDictionary="application-level" UseSingleDictionary="true" transferred="true" />
+  <component name="TaskManager">
+    <task active="true" id="Default" summary="Default task">
+      <changelist id="82fe8b44-aff4-4cf4-beac-67321e5b595c" name="Changes" comment="" />
+      <created>1727375801359</created>
+      <option name="number" value="Default" />
+      <option name="presentableId" value="Default" />
+      <updated>1727375801359</updated>
+    </task>
+    <servers />
+  </component>
+</project>

README.md

@@ -15,6 +15,8 @@ tags:
 # Summary
 **PD12M** is a collection of 12.4 million CC0/PD image-caption pairs for the purpose of training generative image models.
 
+[Paper](https://arxiv.org) [Project](https://source.plus/pd12m)
+
 # About
 PD12M was built and curated with [Source.Plus](https://source.plus) with the aim of resolving many of the data quality issues that arise in web-scraped training data: the presence of copyrighted material, low quality images and captions, violent or nsfw content, PII, decaying dataset quality via broken links, etc. 
 
@@ -32,7 +34,7 @@ The metadata is made available through a series of parquet files with the follow
 - `height`: The height of the image in pixels.
 - `mime_type`: The MIME type of the image file.
 - `hash`: The MD5 hash of the image file.
-- `license`: The URL of the license.
+- `license`: The URL of the image license.
 
 ## Images
 The image files are all hosted in the AWS S3 bucket `pd12m`. The URLs to the images files are all maintained in the metadata files.