From 7cdac86e65ee314c39b93113ced08bc5ebd17335 Mon Sep 17 00:00:00 2001
From: Shekar-77 <himanshushekar772005@gmail.com>
Date: Sun, 12 Apr 2026 13:48:37 +0530
Subject: [PATCH 1/2] Add model download and update text decoder function

---
 .../blip-visual-language-processing.ipynb     | 31 +++++++++++++------
 1 file changed, 22 insertions(+), 9 deletions(-)

diff --git a/notebooks/blip-visual-language-processing/blip-visual-language-processing.ipynb b/notebooks/blip-visual-language-processing/blip-visual-language-processing.ipynb
index 12aa99790d3..b330ce8d1d0 100644
--- a/notebooks/blip-visual-language-processing/blip-visual-language-processing.ipynb
+++ b/notebooks/blip-visual-language-processing/blip-visual-language-processing.ipynb
@@ -605,6 +605,23 @@
     "text_decoder.forward = partial(text_decoder_forward, ov_text_decoder_with_past=ov_text_decoder_with_past)"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "01ba0c67-cc02-4781-bb3a-472146362a7a",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "if not Path(\"./blip_model.py\").exists():\n",
+    "    download_file(url=\"https://raw.githubusercontent.com/openvinotoolkit/openvino_notebooks/latest/notebooks/blip-visual-language-processing/blip_model.py\")\n",
+    "from blip_model import OVBlipModel\n",
+    "\n",
+    "ov_model = OVBlipModel(model.config, model.decoder_start_token_id, ov_vision_model, ov_text_encoder, text_decoder)\n",
+    "out = ov_model.generate_answer(**inputs, max_length=20)"
+   ]
+  },
   {
    "attachments": {},
    "cell_type": "markdown",
@@ -618,18 +635,14 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "01ba0c67-cc02-4781-bb3a-472146362a7a",
-   "metadata": {
-    "tags": []
-   },
+   "id": "fd5bfc87",
+   "metadata": {},
    "outputs": [],
    "source": [
-    "if not Path(\"./blip_model.py\").exists():\n",
-    "    download_file(url=\"https://raw.githubusercontent.com/openvinotoolkit/openvino_notebooks/latest/notebooks/blip-visual-language-processing/blip_model.py\")\n",
-    "from blip_model import OVBlipModel\n",
+    "from functools import partial\n",
+    "from blip_model import text_decoder_forward\n",
     "\n",
-    "ov_model = OVBlipModel(model.config, model.decoder_start_token_id, ov_vision_model, ov_text_encoder, text_decoder)\n",
-    "out = ov_model.generate_answer(**inputs, max_length=20)"
+    "text_decoder.forward = partial(text_decoder_forward, ov_text_decoder_with_past=ov_text_decoder_with_past)"
    ]
   },
   {

From d5032e08bd297a7bbe32ac691bf51991bd3fb9d7 Mon Sep 17 00:00:00 2001
From: Shekar-77 <himanshushekar772005@gmail.com>
Date: Sun, 12 Apr 2026 13:54:13 +0530
Subject: [PATCH 2/2] Refactor code cells for model import and usage

---
 .../blip-visual-language-processing.ipynb     | 43 ++++++++++++-------
 1 file changed, 28 insertions(+), 15 deletions(-)

diff --git a/notebooks/blip-visual-language-processing/blip-visual-language-processing.ipynb b/notebooks/blip-visual-language-processing/blip-visual-language-processing.ipynb
index b330ce8d1d0..4042fbea76f 100644
--- a/notebooks/blip-visual-language-processing/blip-visual-language-processing.ipynb
+++ b/notebooks/blip-visual-language-processing/blip-visual-language-processing.ipynb
@@ -606,21 +606,34 @@
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "01ba0c67-cc02-4781-bb3a-472146362a7a",
-   "metadata": {
-    "tags": []
-   },
-   "outputs": [],
-   "source": [
-    "if not Path(\"./blip_model.py\").exists():\n",
-    "    download_file(url=\"https://raw.githubusercontent.com/openvinotoolkit/openvino_notebooks/latest/notebooks/blip-visual-language-processing/blip_model.py\")\n",
-    "from blip_model import OVBlipModel\n",
-    "\n",
-    "ov_model = OVBlipModel(model.config, model.decoder_start_token_id, ov_vision_model, ov_text_encoder, text_decoder)\n",
-    "out = ov_model.generate_answer(**inputs, max_length=20)"
-   ]
+    "cell_type": "code",
+    "execution_count": null,
+    "id": "7a3b4c12-d8e9-4f01-a2b3-c4d5e6f7a8b9",
+    "metadata": {
+      "tags": []
+    },
+    "outputs": [],
+    "source": [
+      "from pathlib import Path\n",
+      "\n",
+      "if not Path(\"./blip_model.py\").exists():\n",
+      "    download_file(url=\"https://raw.githubusercontent.com/openvinotoolkit/openvino_notebooks/latest/notebooks/blip-visual-language-processing/blip_model.py\")"
+    ]
+  },
+  {
+    "cell_type": "code",
+    "execution_count": null,
+    "id": "01ba0c67-cc02-4781-bb3a-472146362a7a",
+    "metadata": {
+      "tags": []
+    },
+    "outputs": [],
+    "source": [
+      "from blip_model import OVBlipModel\n",
+      "\n",
+      "ov_model = OVBlipModel(model.config, model.decoder_start_token_id, ov_vision_model, ov_text_encoder, text_decoder)\n",
+      "out = ov_model.generate_answer(**inputs, max_length=20)"
+    ]
   },
   {
    "attachments": {},