diff --git a/admin/tool/analytics/amd/build/model.min.js b/admin/tool/analytics/amd/build/model.min.js
index 180805da52e..9e958dbd395 100644
--- a/admin/tool/analytics/amd/build/model.min.js
+++ b/admin/tool/analytics/amd/build/model.min.js
@@ -1 +1 @@
-define(["jquery","core/str","core/log","core/notification","core/modal_factory","core/modal_events","core/templates"],function(a,b,c,d,e,f,g){var h={clear:{title:{key:"clearpredictions",component:"tool_analytics"},body:{key:"clearmodelpredictions",component:"tool_analytics"}},"delete":{title:{key:"delete",component:"tool_analytics"},body:{key:"deletemodelconfirmation",component:"tool_analytics"}}},i=function(b){return a(b.closest("tr")[0]).find("span.target-name").text()};return{confirmAction:function(g,j){a('[data-action-id="'+g+'"]').on("click",function(g){g.preventDefault();var k=a(g.currentTarget);if("undefined"==typeof h[j])return void c.error('Action "'+j+'" is not allowed.');var l=[h[j].title,h[j].body];l[1].param=i(k);var m=b.get_strings(l),n=e.create({type:e.types.SAVE_CANCEL});a.when(m,n).then(function(a,b){return b.setTitle(a[0]),b.setBody(a[1]),b.setSaveButtonText(a[0]),b.getRoot().on(f.save,function(){window.location.href=k.attr("href")}),b.show(),b}).fail(d.exception)})},selectEvaluationMode:function(c,h){a('[data-action-id="'+c+'"]').on("click",function(c){c.preventDefault();var i=a(c.currentTarget);if(!h)return void(window.location.href=i.attr("href"));var j=b.get_strings([{key:"evaluatemodel",component:"tool_analytics"},{key:"evaluationmode",component:"tool_analytics"}]),k=e.create({type:e.types.SAVE_CANCEL}),l=g.render("tool_analytics/evaluation_mode_selection",{});a.when(j,k).then(function(b,c){return c.getRoot().on(f.hidden,c.destroy.bind(c)),c.setTitle(b[1]),c.setSaveButtonText(b[0]),c.setBody(l),c.getRoot().on(f.save,function(){var b=a("input[name='evaluationmode']:checked").val();"trainedmodel"==b&&i.attr("href",i.attr("href")+"&mode=trainedmodel"),window.location.href=i.attr("href")}),c.show(),c}).fail(d.exception)})}}});
\ No newline at end of file
+define(["jquery","core/str","core/log","core/notification","core/modal_factory","core/modal_events","core/templates"],function(a,b,c,d,e,f,g){var h={clear:{title:{key:"clearpredictions",component:"tool_analytics"},body:{key:"clearmodelpredictions",component:"tool_analytics"}},"delete":{title:{key:"delete",component:"tool_analytics"},body:{key:"deletemodelconfirmation",component:"tool_analytics"}}},i=function(b){return a(b.closest("tr")[0]).find("span.target-name").text()};return{confirmAction:function(g,j){a('[data-action-id="'+g+'"]').on("click",function(g){g.preventDefault();var k=a(g.currentTarget);if("undefined"==typeof h[j])return void c.error('Action "'+j+'" is not allowed.');var l=[h[j].title,h[j].body];l[1].param=i(k);var m=b.get_strings(l),n=e.create({type:e.types.SAVE_CANCEL});a.when(m,n).then(function(a,b){return b.setTitle(a[0]),b.setBody(a[1]),b.setSaveButtonText(a[0]),b.getRoot().on(f.save,function(){window.location.href=k.attr("href")}),b.show(),b}).fail(d.exception)})},selectEvaluationMode:function(c,h){a('[data-action-id="'+c+'"]').on("click",function(c){c.preventDefault();var i=a(c.currentTarget);if(!h)return void(window.location.href=i.attr("href"));var j=b.get_strings([{key:"evaluatemodel",component:"tool_analytics"},{key:"evaluationmode",component:"tool_analytics"}]),k=e.create({type:e.types.SAVE_CANCEL}),l=g.render("tool_analytics/evaluation_mode_selection",{});a.when(j,k).then(function(b,c){return c.getRoot().on(f.hidden,c.destroy.bind(c)),c.setTitle(b[1]),c.setSaveButtonText(b[0]),c.setBody(l),c.getRoot().on(f.save,function(){var b=a("input[name='evaluationmode']:checked").val();"trainedmodel"==b&&i.attr("href",i.attr("href")+"&mode=trainedmodel"),window.location.href=i.attr("href")}),c.show(),c}).fail(d.exception)})},selectExportOptions:function(c,h){a('[data-action-id="'+c+'"]').on("click",function(c){c.preventDefault();var i=a(c.currentTarget);if(!h)return i.attr("href",i.attr("href")+"&action=exportmodel&includeweights=0"),void(window.location.href=i.attr("href"));var j=b.get_strings([{key:"export",component:"tool_analytics"}]),k=e.create({type:e.types.SAVE_CANCEL}),l=g.render("tool_analytics/export_options",{});a.when(j,k).then(function(b,c){return c.getRoot().on(f.hidden,c.destroy.bind(c)),c.setTitle(b[0]),c.setSaveButtonText(b[0]),c.setBody(l),c.getRoot().on(f.save,function(){var b=a("input[name='exportoption']:checked").val();"exportdata"==b?i.attr("href",i.attr("href")+"&action=exportdata"):(i.attr("href",i.attr("href")+"&action=exportmodel"),a("#id-includeweights").is(":checked")?i.attr("href",i.attr("href")+"&includeweights=1"):i.attr("href",i.attr("href")+"&includeweights=0")),window.location.href=i.attr("href")}),c.show(),c}).fail(d.exception)})}}});
\ No newline at end of file
diff --git a/admin/tool/analytics/amd/src/model.js b/admin/tool/analytics/amd/src/model.js
index f39c5776e5e..8d35e8648b7 100644
--- a/admin/tool/analytics/amd/src/model.js
+++ b/admin/tool/analytics/amd/src/model.js
@@ -149,6 +149,71 @@ define(['jquery', 'core/str', 'core/log', 'core/notification', 'core/modal_facto
                         return;
                     });
 
+                    modal.show();
+                    return modal;
+                }).fail(Notification.exception);
+            });
+        },
+
+        /**
+         * Displays export options.
+         *
+         * We have two main options: export training data and export configuration.
+         * The 2nd option has an extra option: include the trained algorithm weights.
+         *
+         * @param  {String}  actionId
+         * @param  {Boolean} isTrained
+         */
+        selectExportOptions: function(actionId, isTrained) {
+            $('[data-action-id="' + actionId + '"]').on('click', function(ev) {
+                ev.preventDefault();
+
+                var a = $(ev.currentTarget);
+
+                if (!isTrained) {
+                    // Export the model configuration if the model is not trained. We can't export anything else.
+                    a.attr('href', a.attr('href') + '&action=exportmodel&includeweights=0');
+                    window.location.href = a.attr('href');
+                    return;
+                }
+
+                var stringsPromise = Str.get_strings([
+                    {
+                        key: 'export',
+                        component: 'tool_analytics'
+                    }
+                ]);
+                var modalPromise = ModalFactory.create({type: ModalFactory.types.SAVE_CANCEL});
+                var bodyPromise = Templates.render('tool_analytics/export_options', {});
+
+                $.when(stringsPromise, modalPromise).then(function(strings, modal) {
+
+                    modal.getRoot().on(ModalEvents.hidden, modal.destroy.bind(modal));
+
+                    modal.setTitle(strings[0]);
+                    modal.setSaveButtonText(strings[0]);
+                    modal.setBody(bodyPromise);
+
+                    modal.getRoot().on(ModalEvents.save, function() {
+
+                        var exportOption = $("input[name='exportoption']:checked").val();
+
+                        if (exportOption == 'exportdata') {
+                            a.attr('href', a.attr('href') + '&action=exportdata');
+
+                        } else {
+                            a.attr('href', a.attr('href') + '&action=exportmodel');
+                            if ($("#id-includeweights").is(':checked')) {
+                                a.attr('href', a.attr('href') + '&includeweights=1');
+                            } else {
+                                a.attr('href', a.attr('href') + '&includeweights=0');
+                            }
+                        }
+
+                        window.location.href = a.attr('href');
+                        return;
+                    });
+
                     modal.show();
                     return modal;
                 }).fail(Notification.exception);
diff --git a/admin/tool/analytics/classes/output/models_list.php b/admin/tool/analytics/classes/output/models_list.php
index 351dae4d01d..5152b6d273f 100644
--- a/admin/tool/analytics/classes/output/models_list.php
+++ b/admin/tool/analytics/classes/output/models_list.php
@@ -235,22 +235,27 @@ class models_list implements \renderable, \templatable {
                 $actionsmenu->add($icon);
             }
 
-            // Export training data.
-            if (!$model->is_static() && $model->is_trained()) {
-                $urlparams['action'] = 'exportdata';
-                $url = new \moodle_url('model.php', $urlparams);
-                $icon = new \action_menu_link_secondary($url, new \pix_icon('i/export',
-                    get_string('exporttrainingdata', 'tool_analytics')), get_string('exporttrainingdata', 'tool_analytics'));
-                $actionsmenu->add($icon);
-            }
+            // Export.
+            if (!$model->is_static()) {
 
-            // Export model.
-            if (!$model->is_static() && $model->get_indicators() && !empty($modeldata->timesplitting)) {
-                $urlparams['action'] = 'exportmodel';
-                $url = new \moodle_url('model.php', $urlparams);
-                $icon = new \action_menu_link_secondary($url, new \pix_icon('i/backup',
-                    get_string('exportmodel', 'tool_analytics')), get_string('exportmodel', 'tool_analytics'));
-                $actionsmenu->add($icon);
+                $fullysetup = $model->get_indicators() && !empty($modeldata->timesplitting);
+                $istrained = $model->is_trained();
+
+                if ($fullysetup || $istrained) {
+
+                    $url = new \moodle_url('model.php', $urlparams);
+                    // Clear the previous action param from the URL, we will set it in JS.
+                    $url->remove_params('action');
+
+                    $actionid = 'export-' . $model->get_id();
+                    $PAGE->requires->js_call_amd('tool_analytics/model', 'selectExportOptions',
+                        [$actionid, $istrained]);
+
+                    $icon = new \action_menu_link_secondary($url, new \pix_icon('i/export',
+                        get_string('export', 'tool_analytics')), get_string('export', 'tool_analytics'),
+                        ['data-action-id' => $actionid]);
+                    $actionsmenu->add($icon);
+                }
             }
 
             // Invalid analysables.
diff --git a/admin/tool/analytics/lang/en/tool_analytics.php b/admin/tool/analytics/lang/en/tool_analytics.php
index 354dc960b4e..dc0c5c90b67 100644
--- a/admin/tool/analytics/lang/en/tool_analytics.php
+++ b/admin/tool/analytics/lang/en/tool_analytics.php
@@ -66,6 +66,8 @@ $string['evaluationmodecoltrainedmodel'] = 'Trained model';
 $string['evaluationmodecolconfiguration'] = 'Configuration';
 $string['evaluationmodeconfiguration'] = 'Evaluate the model configuration';
 $string['evaluationinbatches'] = 'The site contents are calculated and stored in batches. The evaluation process may be stopped at any time. The next time it is run, it will continue from the point when it was stopped.';
+$string['export'] = 'Export';
+$string['exportincludeweights'] = 'Include the weights of the trained model';
 $string['exportmodel'] = 'Export configuration';
 $string['exporttrainingdata'] = 'Export training data';
 $string['getpredictionsresultscli'] = 'Results using {$a->name} (id: {$a->id}) time-splitting method';
diff --git a/admin/tool/analytics/model.php b/admin/tool/analytics/model.php
index a58b5d79bf5..3cca64ebda4 100644
--- a/admin/tool/analytics/model.php
+++ b/admin/tool/analytics/model.php
@@ -235,8 +235,11 @@ switch ($action) {
         break;
 
     case 'exportmodel':
+
+        $includeweights = optional_param('includeweights', 1, PARAM_INT);
+
         $zipfilename = 'model-' . $model->get_unique_id() . '-' . microtime(false) . '.zip';
-        $zipfilepath = $model->export_model($zipfilename);
+        $zipfilepath = $model->export_model($zipfilename, $includeweights);
         send_temp_file($zipfilepath, $zipfilename);
         break;
 
diff --git a/admin/tool/analytics/templates/export_options.mustache b/admin/tool/analytics/templates/export_options.mustache
new file mode 100644
index 00000000000..b7180abc977
--- /dev/null
+++ b/admin/tool/analytics/templates/export_options.mustache
@@ -0,0 +1,57 @@
+{{!
+    This file is part of Moodle - http://moodle.org/
+
+    Moodle is free software: you can redistribute it and/or modify
+    it under the terms of the GNU General Public License as published by
+    the Free Software Foundation, either version 3 of the License, or
+    (at your option) any later version.
+
+    Moodle is distributed in the hope that it will be useful,
+    but WITHOUT ANY WARRANTY; without even the implied warranty of
+    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+    GNU General Public License for more details.
+
+    You should have received a copy of the GNU General Public License
+    along with Moodle.  If not, see <http://www.gnu.org/licenses/>.
+}}
+{{!
+    @template tool_analytics/export_options
+
+    Export options.
+
+    The purpose of this template is to render the exporting options.
+
+    Classes required for JS:
+    * none
+
+    Data attributes required for JS:
+    * none
+
+    Example context (json):
+    {
+    }
+}}
+<div class="form-check">
+    <input class="form-check-input" type="radio" name="exportoption" id="id-mode-exportdata" value="exportdata">
+    <label class="form-check-label" for="id-mode-exportdata">{{#str}} exporttrainingdata, tool_analytics {{/str}}</label>
+</div>
+<div class="form-check">
+    <input class="form-check-input" type="radio" name="exportoption" id="id-mode-exportmodel" value="exportmodel" checked>
+    <label class="form-check-label" for="id-mode-exportmodel">{{#str}} exportmodel, tool_analytics {{/str}}</label>
+</div>
+<div class="form-check m-l-2" id="id-includeweights-container">
+  <input class="form-check-input" type="checkbox" id="id-includeweights" value="1" checked>
+  <label class="form-check-label" for="id-includeweights">{{#str}} exportincludeweights, tool_analytics {{/str}}</label>
+</div>
+
+{{#js}}
+    require(['jquery'], function($) {
+        $("input[name='exportoption']:radio").change(function() {
+            if ($(this).val() == 'exportdata') {
+                $('#id-includeweights-container').hide();
+            } else {
+                $('#id-includeweights-container').show();
+            }
+        });
+    });
+{{/js}}
diff --git a/analytics/classes/model.php b/analytics/classes/model.php
index 6230b758698..e7fae376917 100644
--- a/analytics/classes/model.php
+++ b/analytics/classes/model.php
@@ -1408,14 +1408,15 @@ class model {
      * Exports the model data to a zip file.
      *
      * @param string $zipfilename
+     * @param bool $includeweights Include the model weights if available
      * @return string Zip file path
      */
-    public function export_model(string $zipfilename) : string {
+    public function export_model(string $zipfilename, bool $includeweights = true) : string {
 
         \core_analytics\manager::check_can_manage_models();
 
         $modelconfig = new model_config($this);
-        return $modelconfig->export($zipfilename);
+        return $modelconfig->export($zipfilename, $includeweights);
     }
 
     /**
diff --git a/analytics/classes/model_config.php b/analytics/classes/model_config.php
index 2cb32cc22f4..75b31f1128b 100644
--- a/analytics/classes/model_config.php
+++ b/analytics/classes/model_config.php
@@ -58,9 +58,10 @@ class model_config {
      * Exports a model to a zip using the provided file name.
      *
      * @param string $zipfilename
+     * @param bool $includeweights Include the model weights if available
      * @return string
      */
-    public function export(string $zipfilename) : string {
+    public function export(string $zipfilename, bool $includeweights = true) : string {
 
         if (!$this->model) {
             throw new \coding_exception('No model object provided.');
@@ -84,7 +85,7 @@ class model_config {
         $zipfiles[self::CONFIG_FILE_NAME] = $jsonfilepath;
 
         // ML backend.
-        if ($this->model->is_trained()) {
+        if ($includeweights && $this->model->is_trained()) {
             $processor = $this->model->get_predictions_processor(true);
             $outputdir = $this->model->get_output_dir(array('execution'));
             $mlbackenddir = $processor->export($this->model->get_unique_id(), $outputdir);
diff --git a/analytics/tests/prediction_test.php b/analytics/tests/prediction_test.php
index 77286487481..3dea3764393 100644
--- a/analytics/tests/prediction_test.php
+++ b/analytics/tests/prediction_test.php
@@ -305,6 +305,10 @@ class core_analytics_prediction_testcase extends advanced_testcase {
         $zipfilename = 'model-zip-' . microtime() . '.zip';
         $zipfilepath = $model->export_model($zipfilename);
 
+        $modelconfig = new \core_analytics\model_config();
+        list($modelconfig, $mlbackend) = $modelconfig->extract_import_contents($zipfilepath);
+        $this->assertNotFalse($mlbackend);
+
         $importmodel = \core_analytics\model::import_model($zipfilepath);
         $importmodel->enable();
 
@@ -317,6 +321,13 @@ class core_analytics_prediction_testcase extends advanced_testcase {
 
         $this->assertFalse($importmodel->trained_locally());
 
+        $zipfilename = 'model-zip-' . microtime() . '.zip';
+        $zipfilepath = $model->export_model($zipfilename, false);
+
+        $modelconfig = new \core_analytics\model_config();
+        list($modelconfig, $mlbackend) = $modelconfig->extract_import_contents($zipfilepath);
+        $this->assertFalse($mlbackend);
+
         set_config('enabled_stores', '', 'tool_log');
         get_log_manager(true);
     }