diff --git a/extensions-builtin/Lora/ui_extra_networks_lora.py b/extensions-builtin/Lora/ui_extra_networks_lora.py
index c1244b109..22cabcb0f 100644
--- a/extensions-builtin/Lora/ui_extra_networks_lora.py
+++ b/extensions-builtin/Lora/ui_extra_networks_lora.py
@@ -27,6 +27,7 @@ class ExtraNetworksPageLora(ui_extra_networks.ExtraNetworksPage):
                 "name": name,
                 "filename": path,
                 "preview": preview,
+                "search_term": self.search_terms_from_path(lora_on_disk.filename),
                 "prompt": json.dumps(f"<lora:{name}:") + " + opts.extra_networks_default_multiplier + " + json.dumps(">"),
                 "local_preview": path + ".png",
             }
diff --git a/html/extra-networks-card.html b/html/extra-networks-card.html
index aa9fca87e..8a5e2fbd2 100644
--- a/html/extra-networks-card.html
+++ b/html/extra-networks-card.html
@@ -4,6 +4,7 @@
 			<ul>
 				<a href="#" title="replace preview image with currently selected in gallery" onclick={save_card_preview}>replace preview</a>
 			</ul>
+			<span style="display:none" class='search_term'>{search_term}</span>
 		</div>
 		<span class='name'>{name}</span>
 	</div>
diff --git a/javascript/extraNetworks.js b/javascript/extraNetworks.js
index b5536a345..17bf20004 100644
--- a/javascript/extraNetworks.js
+++ b/javascript/extraNetworks.js
@@ -16,7 +16,7 @@ function setupExtraNetworksForTab(tabname){
         searchTerm = search.value.toLowerCase()
 
         gradioApp().querySelectorAll('#'+tabname+'_extra_tabs div.card').forEach(function(elem){
-            text = elem.querySelector('.name').textContent.toLowerCase()
+            text = elem.querySelector('.name').textContent.toLowerCase() + " " + elem.querySelector('.search_term').textContent.toLowerCase()
             elem.style.display = text.indexOf(searchTerm) == -1 ? "none" : ""
         })
     });
@@ -96,3 +96,12 @@ function saveCardPreview(event, tabname, filename){
     event.stopPropagation()
     event.preventDefault()
 }
+
+function extraNetworksSearchButton(tabs_id, event){
+    searchTextarea = gradioApp().querySelector("#" + tabs_id + ' > div > textarea')
+    button = event.target
+    text = button.classList.contains("search-all") ? "" : button.textContent.trim()
+
+    searchTextarea.value = text
+    updateInput(searchTextarea)
+}
\ No newline at end of file
diff --git a/modules/images.py b/modules/images.py
index 0bc3d5241..ae3cdaf4a 100644
--- a/modules/images.py
+++ b/modules/images.py
@@ -36,6 +36,8 @@ def image_grid(imgs, batch_size=1, rows=None):
         else:
             rows = math.sqrt(len(imgs))
             rows = round(rows)
+    if rows > len(imgs):
+        rows = len(imgs)
 
     cols = math.ceil(len(imgs) / rows)
 
diff --git a/modules/processing.py b/modules/processing.py
index afab67908..2d295932a 100644
--- a/modules/processing.py
+++ b/modules/processing.py
@@ -450,8 +450,6 @@ def create_infotext(p, all_prompts, all_seeds, all_subseeds, comments=None, iter
         "Size": f"{p.width}x{p.height}",
         "Model hash": getattr(p, 'sd_model_hash', None if not opts.add_model_hash_to_info or not shared.sd_model.sd_model_hash else shared.sd_model.sd_model_hash),
         "Model": (None if not opts.add_model_name_to_info or not shared.sd_model.sd_checkpoint_info.model_name else shared.sd_model.sd_checkpoint_info.model_name.replace(',', '').replace(':', '')),
-        "Batch size": (None if p.batch_size < 2 else p.batch_size),
-        "Batch pos": (None if p.batch_size < 2 else position_in_batch),
         "Variation seed": (None if p.subseed_strength == 0 else all_subseeds[index]),
         "Variation seed strength": (None if p.subseed_strength == 0 else p.subseed_strength),
         "Seed resize from": (None if p.seed_resize_from_w == 0 or p.seed_resize_from_h == 0 else f"{p.seed_resize_from_w}x{p.seed_resize_from_h}"),
diff --git a/modules/sd_models.py b/modules/sd_models.py
index c45ddf838..300387a9b 100644
--- a/modules/sd_models.py
+++ b/modules/sd_models.py
@@ -41,6 +41,7 @@ class CheckpointInfo:
             name = name[1:]
 
         self.name = name
+        self.name_for_extra = os.path.splitext(os.path.basename(filename))[0]
         self.model_name = os.path.splitext(name.replace("/", "_").replace("\\", "_"))[0]
         self.hash = model_hash(filename)
 
diff --git a/modules/textual_inversion/textual_inversion.py b/modules/textual_inversion/textual_inversion.py
index 6cf00e65d..a1a406c22 100644
--- a/modules/textual_inversion/textual_inversion.py
+++ b/modules/textual_inversion/textual_inversion.py
@@ -112,6 +112,7 @@ class EmbeddingDatabase:
         self.skipped_embeddings = {}
         self.expected_shape = -1
         self.embedding_dirs = {}
+        self.previously_displayed_embeddings = ()
 
     def add_embedding_dir(self, path):
         self.embedding_dirs[path] = DirWithTextualInversionEmbeddings(path)
@@ -228,9 +229,12 @@ class EmbeddingDatabase:
             self.load_from_dir(embdir)
             embdir.update()
 
-        print(f"Textual inversion embeddings loaded({len(self.word_embeddings)}): {', '.join(self.word_embeddings.keys())}")
-        if len(self.skipped_embeddings) > 0:
-            print(f"Textual inversion embeddings skipped({len(self.skipped_embeddings)}): {', '.join(self.skipped_embeddings.keys())}")
+        displayed_embeddings = (tuple(self.word_embeddings.keys()), tuple(self.skipped_embeddings.keys()))
+        if self.previously_displayed_embeddings != displayed_embeddings:
+            self.previously_displayed_embeddings = displayed_embeddings
+            print(f"Textual inversion embeddings loaded({len(self.word_embeddings)}): {', '.join(self.word_embeddings.keys())}")
+            if len(self.skipped_embeddings) > 0:
+                print(f"Textual inversion embeddings skipped({len(self.skipped_embeddings)}): {', '.join(self.skipped_embeddings.keys())}")
 
     def find_embedding_at_position(self, tokens, offset):
         token = tokens[offset]
diff --git a/modules/ui_extra_networks.py b/modules/ui_extra_networks.py
index 5730c8792..833679680 100644
--- a/modules/ui_extra_networks.py
+++ b/modules/ui_extra_networks.py
@@ -1,3 +1,4 @@
+import glob
 import os.path
 import urllib.parse
 from pathlib import Path
@@ -50,10 +51,41 @@ class ExtraNetworksPage:
     def link_preview(self, filename):
         return "./sd_extra_networks/thumb?filename=" + urllib.parse.quote(filename.replace('\\', '/')) + "&mtime=" + str(os.path.getmtime(filename))
 
+    def search_terms_from_path(self, filename, possible_directories=None):
+        abspath = os.path.abspath(filename)
+
+        for parentdir in (possible_directories if possible_directories is not None else self.allowed_directories_for_previews()):
+            parentdir = os.path.abspath(parentdir)
+            if abspath.startswith(parentdir):
+                return abspath[len(parentdir):].replace('\\', '/')
+
+        return ""
+
     def create_html(self, tabname):
         view = shared.opts.extra_networks_default_view
         items_html = ''
 
+        subdirs = {}
+        for parentdir in [os.path.abspath(x) for x in self.allowed_directories_for_previews()]:
+            for x in glob.glob(os.path.join(parentdir, '**/*'), recursive=True):
+                if not os.path.isdir(x):
+                    continue
+
+                subdir = os.path.abspath(x)[len(parentdir):].replace("\\", "/")
+                while subdir.startswith("/"):
+                    subdir = subdir[1:]
+
+                subdirs[subdir] = 1
+
+        if subdirs:
+            subdirs = {"": 1, **subdirs}
+
+        subdirs_html = "".join([f"""
+<button class='gr-button gr-button-lg gr-button-secondary{" search-all" if subdir=="" else ""}' onclick='extraNetworksSearchButton("{tabname}_extra_tabs", event)'>
+{html.escape(subdir if subdir!="" else "all")}
+</button>
+""" for subdir in subdirs])
+
         for item in self.list_items():
             items_html += self.create_html_for_item(item, tabname)
 
@@ -62,6 +94,9 @@ class ExtraNetworksPage:
             items_html = shared.html("extra-networks-no-cards.html").format(dirs=dirs)
 
         res = f"""
+<div id='{tabname}_{self.name}_subdirs' class='extra-network-subdirs extra-network-subdirs-{view}'>
+{subdirs_html}
+</div>
 <div id='{tabname}_{self.name}_cards' class='extra-network-{view}'>
 {items_html}
 </div>
@@ -90,6 +125,7 @@ class ExtraNetworksPage:
             "name": item["name"],
             "card_clicked": onclick,
             "save_card_preview": '"' + html.escape(f"""return saveCardPreview(event, {json.dumps(tabname)}, {json.dumps(item["local_preview"])})""") + '"',
+            "search_term": item.get("search_term", ""),
         }
 
         return self.card_page.format(**args)
diff --git a/modules/ui_extra_networks_checkpoints.py b/modules/ui_extra_networks_checkpoints.py
index c66cb8307..a6799171f 100644
--- a/modules/ui_extra_networks_checkpoints.py
+++ b/modules/ui_extra_networks_checkpoints.py
@@ -14,8 +14,7 @@ class ExtraNetworksPageCheckpoints(ui_extra_networks.ExtraNetworksPage):
         shared.refresh_checkpoints()
 
     def list_items(self):
-        for name, checkpoint1 in sd_models.checkpoints_list.items():
-            checkpoint: sd_models.CheckpointInfo = checkpoint1
+        for name, checkpoint in sd_models.checkpoints_list.items():
             path, ext = os.path.splitext(checkpoint.filename)
             previews = [path + ".png", path + ".preview.png"]
 
@@ -26,13 +25,14 @@ class ExtraNetworksPageCheckpoints(ui_extra_networks.ExtraNetworksPage):
                     break
 
             yield {
-                "name": checkpoint.model_name,
+                "name": checkpoint.name_for_extra,
                 "filename": path,
                 "preview": preview,
+                "search_term": self.search_terms_from_path(checkpoint.filename),
                 "onclick": '"' + html.escape(f"""return selectCheckpoint({json.dumps(name)})""") + '"',
                 "local_preview": path + ".png",
             }
 
     def allowed_directories_for_previews(self):
-        return [shared.cmd_opts.ckpt_dir, sd_models.model_path]
+        return [v for v in [shared.cmd_opts.ckpt_dir, sd_models.model_path] if v is not None]
 
diff --git a/modules/ui_extra_networks_hypernets.py b/modules/ui_extra_networks_hypernets.py
index 8c15f8ebb..578510887 100644
--- a/modules/ui_extra_networks_hypernets.py
+++ b/modules/ui_extra_networks_hypernets.py
@@ -26,6 +26,7 @@ class ExtraNetworksPageHypernetworks(ui_extra_networks.ExtraNetworksPage):
                 "name": name,
                 "filename": path,
                 "preview": preview,
+                "search_term": self.search_terms_from_path(path),
                 "prompt": json.dumps(f"<hypernet:{name}:") + " + opts.extra_networks_default_multiplier + " + json.dumps(">"),
                 "local_preview": path + ".png",
             }
diff --git a/modules/ui_extra_networks_textual_inversion.py b/modules/ui_extra_networks_textual_inversion.py
index a9d3064b0..bb64eb81e 100644
--- a/modules/ui_extra_networks_textual_inversion.py
+++ b/modules/ui_extra_networks_textual_inversion.py
@@ -25,6 +25,7 @@ class ExtraNetworksPageTextualInversion(ui_extra_networks.ExtraNetworksPage):
                 "name": embedding.name,
                 "filename": embedding.filename,
                 "preview": preview,
+                "search_term": self.search_terms_from_path(embedding.filename),
                 "prompt": json.dumps(embedding.name),
                 "local_preview": path + ".preview.png",
             }
diff --git a/style.css b/style.css
index 39312c893..05572f662 100644
--- a/style.css
+++ b/style.css
@@ -807,7 +807,13 @@ footer {
     margin: 0.3em;
 }
 
+.extra-network-subdirs{
+    padding: 0.2em 0.35em;
+}
 
+.extra-network-subdirs button{
+    margin: 0 0.15em;
+}
 
 #txt2img_extra_networks .search, #img2img_extra_networks .search{
     display: inline-block;