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diff --git a/master/.buildinfo b/master/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: de402d2ba4835b0ab5068509f4dec6b3
+config: f15a5cb82fc6412fff2886f6490819fa
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/master/.doctrees/api/datasets/base.doctree b/master/.doctrees/api/datasets/base.doctree
diff --git a/master/.doctrees/api/datasets/biomedical.doctree b/master/.doctrees/api/datasets/biomedical.doctree
diff --git a/master/.doctrees/api/datasets/document_classification.doctree b/master/.doctrees/api/datasets/document_classification.doctree
diff --git a/master/.doctrees/api/datasets/entity_linking.doctree b/master/.doctrees/api/datasets/entity_linking.doctree
diff --git a/master/.doctrees/api/datasets/ocr.doctree b/master/.doctrees/api/datasets/ocr.doctree
diff --git a/master/.doctrees/api/datasets/relation_extraction.doctree b/master/.doctrees/api/datasets/relation_extraction.doctree
diff --git a/master/.doctrees/api/datasets/sequence_labeling.doctree b/master/.doctrees/api/datasets/sequence_labeling.doctree
diff --git a/master/.doctrees/api/datasets/text_image.doctree b/master/.doctrees/api/datasets/text_image.doctree
diff --git a/master/.doctrees/api/datasets/text_text.doctree b/master/.doctrees/api/datasets/text_text.doctree
diff --git a/master/.doctrees/api/datasets/treebanks.doctree b/master/.doctrees/api/datasets/treebanks.doctree
diff --git a/master/.doctrees/api/embeddings/base.doctree b/master/.doctrees/api/embeddings/base.doctree
diff --git a/master/.doctrees/api/embeddings/document.doctree b/master/.doctrees/api/embeddings/document.doctree
diff --git a/master/.doctrees/api/embeddings/image.doctree b/master/.doctrees/api/embeddings/image.doctree
diff --git a/master/.doctrees/api/embeddings/legacy.doctree b/master/.doctrees/api/embeddings/legacy.doctree
diff --git a/master/.doctrees/api/embeddings/token.doctree b/master/.doctrees/api/embeddings/token.doctree
diff --git a/master/.doctrees/api/embeddings/transformer.doctree b/master/.doctrees/api/embeddings/transformer.doctree
diff --git a/master/.doctrees/api/flair.data.doctree b/master/.doctrees/api/flair.data.doctree
diff --git a/master/.doctrees/api/flair.datasets.doctree b/master/.doctrees/api/flair.datasets.doctree
diff --git a/master/.doctrees/api/flair.doctree b/master/.doctrees/api/flair.doctree
diff --git a/master/.doctrees/api/flair.embeddings.doctree b/master/.doctrees/api/flair.embeddings.doctree
diff --git a/master/.doctrees/api/flair.models.doctree b/master/.doctrees/api/flair.models.doctree
diff --git a/master/.doctrees/api/flair.nn.doctree b/master/.doctrees/api/flair.nn.doctree
diff --git a/master/.doctrees/api/flair.splitter.doctree b/master/.doctrees/api/flair.splitter.doctree
diff --git a/master/.doctrees/api/flair.tokenization.doctree b/master/.doctrees/api/flair.tokenization.doctree
diff --git a/master/.doctrees/api/flair.trainers.doctree b/master/.doctrees/api/flair.trainers.doctree
diff --git a/master/.doctrees/api/flair.trainers.plugins.doctree b/master/.doctrees/api/flair.trainers.plugins.doctree
diff --git a/master/.doctrees/api/index.doctree b/master/.doctrees/api/index.doctree
diff --git a/master/.doctrees/contributing/index.doctree b/master/.doctrees/contributing/index.doctree
diff --git a/master/.doctrees/contributing/local_development.doctree b/master/.doctrees/contributing/local_development.doctree
diff --git a/master/.doctrees/contributing/making_a_pull_request.doctree b/master/.doctrees/contributing/making_a_pull_request.doctree
diff --git a/master/.doctrees/contributing/updating_documentation.doctree b/master/.doctrees/contributing/updating_documentation.doctree
diff --git a/master/.doctrees/contributing/writing_a_good_issue.doctree b/master/.doctrees/contributing/writing_a_good_issue.doctree
diff --git a/master/.doctrees/environment.pickle b/master/.doctrees/environment.pickle
diff --git a/master/.doctrees/glossary/index.doctree b/master/.doctrees/glossary/index.doctree
diff --git a/master/.doctrees/index.doctree b/master/.doctrees/index.doctree
diff --git a/master/.doctrees/tutorial/index.doctree b/master/.doctrees/tutorial/index.doctree
diff --git a/master/.doctrees/tutorial/intro.doctree b/master/.doctrees/tutorial/intro.doctree
diff --git a/master/.doctrees/tutorial/tutorial-basics/basic-types.doctree b/master/.doctrees/tutorial/tutorial-basics/basic-types.doctree
diff --git a/master/.doctrees/tutorial/tutorial-basics/entity-linking.doctree b/master/.doctrees/tutorial/tutorial-basics/entity-linking.doctree
diff --git a/master/.doctrees/tutorial/tutorial-basics/entity-mention-linking.doctree b/master/.doctrees/tutorial/tutorial-basics/entity-mention-linking.doctree
diff --git a/master/.doctrees/tutorial/tutorial-basics/how-predictions-work.doctree b/master/.doctrees/tutorial/tutorial-basics/how-predictions-work.doctree
diff --git a/master/.doctrees/tutorial/tutorial-basics/how-to-tag-corpus.doctree b/master/.doctrees/tutorial/tutorial-basics/how-to-tag-corpus.doctree
diff --git a/master/.doctrees/tutorial/tutorial-basics/index.doctree b/master/.doctrees/tutorial/tutorial-basics/index.doctree
diff --git a/master/.doctrees/tutorial/tutorial-basics/other-models.doctree b/master/.doctrees/tutorial/tutorial-basics/other-models.doctree
diff --git a/master/.doctrees/tutorial/tutorial-basics/part-of-speech-tagging.doctree b/master/.doctrees/tutorial/tutorial-basics/part-of-speech-tagging.doctree
diff --git a/master/.doctrees/tutorial/tutorial-basics/tagging-entities.doctree b/master/.doctrees/tutorial/tutorial-basics/tagging-entities.doctree
diff --git a/master/.doctrees/tutorial/tutorial-basics/tagging-sentiment.doctree b/master/.doctrees/tutorial/tutorial-basics/tagging-sentiment.doctree
diff --git a/master/.doctrees/tutorial/tutorial-embeddings/classic-word-embeddings.doctree b/master/.doctrees/tutorial/tutorial-embeddings/classic-word-embeddings.doctree
diff --git a/master/.doctrees/tutorial/tutorial-embeddings/embeddings.doctree b/master/.doctrees/tutorial/tutorial-embeddings/embeddings.doctree
diff --git a/master/.doctrees/tutorial/tutorial-embeddings/flair-embeddings.doctree b/master/.doctrees/tutorial/tutorial-embeddings/flair-embeddings.doctree
diff --git a/master/.doctrees/tutorial/tutorial-embeddings/index.doctree b/master/.doctrees/tutorial/tutorial-embeddings/index.doctree
diff --git a/master/.doctrees/tutorial/tutorial-embeddings/other-embeddings.doctree b/master/.doctrees/tutorial/tutorial-embeddings/other-embeddings.doctree
diff --git a/master/.doctrees/tutorial/tutorial-embeddings/transformer-embeddings.doctree b/master/.doctrees/tutorial/tutorial-embeddings/transformer-embeddings.doctree
diff --git a/master/.doctrees/tutorial/tutorial-hunflair2/customize-linking.doctree b/master/.doctrees/tutorial/tutorial-hunflair2/customize-linking.doctree
diff --git a/master/.doctrees/tutorial/tutorial-hunflair2/index.doctree b/master/.doctrees/tutorial/tutorial-hunflair2/index.doctree
diff --git a/master/.doctrees/tutorial/tutorial-hunflair2/linking.doctree b/master/.doctrees/tutorial/tutorial-hunflair2/linking.doctree
diff --git a/master/.doctrees/tutorial/tutorial-hunflair2/overview.doctree b/master/.doctrees/tutorial/tutorial-hunflair2/overview.doctree
diff --git a/master/.doctrees/tutorial/tutorial-hunflair2/tagging.doctree b/master/.doctrees/tutorial/tutorial-hunflair2/tagging.doctree
diff --git a/master/.doctrees/tutorial/tutorial-hunflair2/training-ner-models.doctree b/master/.doctrees/tutorial/tutorial-hunflair2/training-ner-models.doctree
diff --git a/master/.doctrees/tutorial/tutorial-training/how-model-training-works.doctree b/master/.doctrees/tutorial/tutorial-training/how-model-training-works.doctree
diff --git a/master/.doctrees/tutorial/tutorial-training/how-to-load-custom-dataset.doctree b/master/.doctrees/tutorial/tutorial-training/how-to-load-custom-dataset.doctree
diff --git a/master/.doctrees/tutorial/tutorial-training/how-to-load-prepared-dataset.doctree b/master/.doctrees/tutorial/tutorial-training/how-to-load-prepared-dataset.doctree
diff --git a/master/.doctrees/tutorial/tutorial-training/how-to-train-sequence-tagger.doctree b/master/.doctrees/tutorial/tutorial-training/how-to-train-sequence-tagger.doctree
diff --git a/master/.doctrees/tutorial/tutorial-training/how-to-train-span-classifier.doctree b/master/.doctrees/tutorial/tutorial-training/how-to-train-span-classifier.doctree
diff --git a/master/.doctrees/tutorial/tutorial-training/how-to-train-text-classifier.doctree b/master/.doctrees/tutorial/tutorial-training/how-to-train-text-classifier.doctree
diff --git a/master/.doctrees/tutorial/tutorial-training/index.doctree b/master/.doctrees/tutorial/tutorial-training/index.doctree
diff --git a/master/.doctrees/tutorial/tutorial-training/train-vs-fine-tune.doctree b/master/.doctrees/tutorial/tutorial-training/train-vs-fine-tune.doctree
diff --git a/master/_sources/contributing/local_development.md.txt b/master/_sources/contributing/local_development.md.txt
@@ -6,8 +6,8 @@ the code should hopefully be easy.
 
 ## Setup
 
-Flair requires python-3.8 or higher. To make sure our code also runs on the oldest supported
-python version, it is recommended to use python-3.8.x for flair development.
+Flair requires python-3.9 or higher. To make sure our code also runs on the oldest supported
+python version, it is recommended to use python-3.9.x for flair development.
 
 Create a python environment of your preference and run:
 ```bash

diff --git a/master/_sources/tutorial/intro.md.txt b/master/_sources/tutorial/intro.md.txt
@@ -16,7 +16,7 @@ In your favorite virtual environment, simply do:
 pip install flair
 ```
 
-Flair requires Python 3.8+. 
+Flair requires Python 3.9+. 
 
 ## Example 1: Tag Entities in Text
 

diff --git a/master/_sphinx_design_static/design-tabs.js b/master/_sphinx_design_static/design-tabs.js
@@ -1,27 +1,101 @@
-var sd_labels_by_text = {};
+// @ts-check
 
+// Extra JS capability for selected tabs to be synced
+// The selection is stored in local storage so that it persists across page loads.
+
+/**
+ * @type {Record<string, HTMLElement[]>}
+ */
+let sd_id_to_elements = {};
+const storageKeyPrefix = "sphinx-design-tab-id-";
+
+/**
+ * Create a key for a tab element.
+ * @param {HTMLElement} el - The tab element.
+ * @returns {[string, string, string] | null} - The key.
+ *
+ */
+function create_key(el) {
+  let syncId = el.getAttribute("data-sync-id");
+  let syncGroup = el.getAttribute("data-sync-group");
+  if (!syncId || !syncGroup) return null;
+  return [syncGroup, syncId, syncGroup + "--" + syncId];
+}
+
+/**
+ * Initialize the tab selection.
+ *
+ */
 function ready() {
-  const li = document.getElementsByClassName("sd-tab-label");
-  for (const label of li) {
-    syncId = label.getAttribute("data-sync-id");
-    if (syncId) {
-      label.onclick = onLabelClick;
-      if (!sd_labels_by_text[syncId]) {
-        sd_labels_by_text[syncId] = [];
+  // Find all tabs with sync data
+
+  /** @type {string[]} */
+  let groups = [];
+
+  document.querySelectorAll(".sd-tab-label").forEach((label) => {
+    if (label instanceof HTMLElement) {
+      let data = create_key(label);
+      if (data) {
+        let [group, id, key] = data;
+
+        // add click event listener
+        // @ts-ignore
+        label.onclick = onSDLabelClick;
+
+        // store map of key to elements
+        if (!sd_id_to_elements[key]) {
+          sd_id_to_elements[key] = [];
+        }
+        sd_id_to_elements[key].push(label);
+
+        if (groups.indexOf(group) === -1) {
+          groups.push(group);
+          // Check if a specific tab has been selected via URL parameter
+          const tabParam = new URLSearchParams(window.location.search).get(
+            group
+          );
+          if (tabParam) {
+            console.log(
+              "sphinx-design: Selecting tab id for group '" +
+                group +
+                "' from URL parameter: " +
+                tabParam
+            );
+            window.sessionStorage.setItem(storageKeyPrefix + group, tabParam);
+          }
+        }
+
+        // Check is a specific tab has been selected previously
+        let previousId = window.sessionStorage.getItem(
+          storageKeyPrefix + group
+        );
+        if (previousId === id) {
+          // console.log(
+          //   "sphinx-design: Selecting tab from session storage: " + id
+          // );
+          // @ts-ignore
+          label.previousElementSibling.checked = true;
+        }
       }
-      sd_labels_by_text[syncId].push(label);
     }
-  }
+  });
 }
 
-function onLabelClick() {
-  // Activate other inputs with the same sync id.
-  syncId = this.getAttribute("data-sync-id");
-  for (label of sd_labels_by_text[syncId]) {
+/**
+ *  Activate other tabs with the same sync id.
+ *
+ * @this {HTMLElement} - The element that was clicked.
+ */
+function onSDLabelClick() {
+  let data = create_key(this);
+  if (!data) return;
+  let [group, id, key] = data;
+  for (const label of sd_id_to_elements[key]) {
     if (label === this) continue;
+    // @ts-ignore
     label.previousElementSibling.checked = true;
   }
-  window.localStorage.setItem("sphinx-design-last-tab", syncId);
+  window.sessionStorage.setItem(storageKeyPrefix + group, id);
 }
 
 document.addEventListener("DOMContentLoaded", ready, false);
diff --git a/....1e8bd061cd6da7fc9cf755528e8ffc24.min.css → ...phinx_design_static/sphinx-design.min.css b/....1e8bd061cd6da7fc9cf755528e8ffc24.min.css → ...phinx_design_static/sphinx-design.min.css
diff --git a/master/_static/basic.css b/master/_static/basic.css
@@ -4,7 +4,7 @@
  *
  * Sphinx stylesheet -- basic theme.
  *
- * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
@@ -237,6 +237,10 @@ a.headerlink {
     visibility: hidden;
 }
 
+a:visited {
+    color: #551A8B;
+}
+
 h1:hover > a.headerlink,
 h2:hover > a.headerlink,
 h3:hover > a.headerlink,

diff --git a/master/_static/design-tabs.js b/master/_static/design-tabs.js
@@ -1,27 +1,101 @@
-var sd_labels_by_text = {};
+// @ts-check
 
+// Extra JS capability for selected tabs to be synced
+// The selection is stored in local storage so that it persists across page loads.
+
+/**
+ * @type {Record<string, HTMLElement[]>}
+ */
+let sd_id_to_elements = {};
+const storageKeyPrefix = "sphinx-design-tab-id-";
+
+/**
+ * Create a key for a tab element.
+ * @param {HTMLElement} el - The tab element.
+ * @returns {[string, string, string] | null} - The key.
+ *
+ */
+function create_key(el) {
+  let syncId = el.getAttribute("data-sync-id");
+  let syncGroup = el.getAttribute("data-sync-group");
+  if (!syncId || !syncGroup) return null;
+  return [syncGroup, syncId, syncGroup + "--" + syncId];
+}
+
+/**
+ * Initialize the tab selection.
+ *
+ */
 function ready() {
-  const li = document.getElementsByClassName("sd-tab-label");
-  for (const label of li) {
-    syncId = label.getAttribute("data-sync-id");
-    if (syncId) {
-      label.onclick = onLabelClick;
-      if (!sd_labels_by_text[syncId]) {
-        sd_labels_by_text[syncId] = [];
+  // Find all tabs with sync data
+
+  /** @type {string[]} */
+  let groups = [];
+
+  document.querySelectorAll(".sd-tab-label").forEach((label) => {
+    if (label instanceof HTMLElement) {
+      let data = create_key(label);
+      if (data) {
+        let [group, id, key] = data;
+
+        // add click event listener
+        // @ts-ignore
+        label.onclick = onSDLabelClick;
+
+        // store map of key to elements
+        if (!sd_id_to_elements[key]) {
+          sd_id_to_elements[key] = [];
+        }
+        sd_id_to_elements[key].push(label);
+
+        if (groups.indexOf(group) === -1) {
+          groups.push(group);
+          // Check if a specific tab has been selected via URL parameter
+          const tabParam = new URLSearchParams(window.location.search).get(
+            group
+          );
+          if (tabParam) {
+            console.log(
+              "sphinx-design: Selecting tab id for group '" +
+                group +
+                "' from URL parameter: " +
+                tabParam
+            );
+            window.sessionStorage.setItem(storageKeyPrefix + group, tabParam);
+          }
+        }
+
+        // Check is a specific tab has been selected previously
+        let previousId = window.sessionStorage.getItem(
+          storageKeyPrefix + group
+        );
+        if (previousId === id) {
+          // console.log(
+          //   "sphinx-design: Selecting tab from session storage: " + id
+          // );
+          // @ts-ignore
+          label.previousElementSibling.checked = true;
+        }
       }
-      sd_labels_by_text[syncId].push(label);
     }
-  }
+  });
 }
 
-function onLabelClick() {
-  // Activate other inputs with the same sync id.
-  syncId = this.getAttribute("data-sync-id");
-  for (label of sd_labels_by_text[syncId]) {
+/**
+ *  Activate other tabs with the same sync id.
+ *
+ * @this {HTMLElement} - The element that was clicked.
+ */
+function onSDLabelClick() {
+  let data = create_key(this);
+  if (!data) return;
+  let [group, id, key] = data;
+  for (const label of sd_id_to_elements[key]) {
     if (label === this) continue;
+    // @ts-ignore
     label.previousElementSibling.checked = true;
   }
-  window.localStorage.setItem("sphinx-design-last-tab", syncId);
+  window.sessionStorage.setItem(storageKeyPrefix + group, id);
 }
 
 document.addEventListener("DOMContentLoaded", ready, false);
diff --git a/master/_static/doctools.js b/master/_static/doctools.js
@@ -4,7 +4,7 @@
  *
  * Base JavaScript utilities for all Sphinx HTML documentation.
  *
- * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */

diff --git a/master/_static/documentation_options.js b/master/_static/documentation_options.js
@@ -1,5 +1,4 @@
-var DOCUMENTATION_OPTIONS = {
-    URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
+const DOCUMENTATION_OPTIONS = {
     VERSION: '0.14.0',
     LANGUAGE: 'en',
     COLLAPSE_INDEX: false,

diff --git a/master/_static/language_data.js b/master/_static/language_data.js
@@ -5,15 +5,15 @@
  * This script contains the language-specific data used by searchtools.js,
  * namely the list of stopwords, stemmer, scorer and splitter.
  *
- * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :copyright: Copyright 2007-2024 by the Sphinx team, see AUTHORS.
  * :license: BSD, see LICENSE for details.
  *
  */
 
 var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"];
 
 
-/* Non-minified version is copied as a separate JS file, is available */
+/* Non-minified version is copied as a separate JS file, if available */
 
 /**
  * Porter Stemmer