From 868a85151fb437cb526bb075f6695d2de6f8dd0c Mon Sep 17 00:00:00 2001
From: Jyotinder Singh <33001894+JyotinderSingh@users.noreply.github.com>
Date: Wed, 30 Jul 2025 13:17:23 +0530
Subject: [PATCH 1/5] highlights QAT in guide title

---
 .../float8_training_and_inference_with_transformer.py         | 4 ++--
 .../float8_training_and_inference_with_transformer.ipynb      | 4 ++--
 .../md/float8_training_and_inference_with_transformer.md      | 4 ++--
 scripts/examples_master.py                                    | 2 +-
 4 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/examples/keras_recipes/float8_training_and_inference_with_transformer.py b/examples/keras_recipes/float8_training_and_inference_with_transformer.py
index 13490cb880..93c857b17f 100644
--- a/examples/keras_recipes/float8_training_and_inference_with_transformer.py
+++ b/examples/keras_recipes/float8_training_and_inference_with_transformer.py
@@ -1,9 +1,9 @@
 """
-Title: Float8 training and inference with a simple Transformer model
+Title: Float8 Quantization Aware Training and Inference with a simple Transformer model
 Author: [Hongyu Chiu](https://github.com/james77777778)
 Date created: 2024/05/14
 Last modified: 2024/05/14
-Description: Train a simple Transformer model with the float8 quantization.
+Description: Train a simple Transformer model with float8 quantization-aware training.
 Accelerator: GPU
 """
 
diff --git a/examples/keras_recipes/ipynb/float8_training_and_inference_with_transformer.ipynb b/examples/keras_recipes/ipynb/float8_training_and_inference_with_transformer.ipynb
index b1736a91e0..6e2bfd1692 100644
--- a/examples/keras_recipes/ipynb/float8_training_and_inference_with_transformer.ipynb
+++ b/examples/keras_recipes/ipynb/float8_training_and_inference_with_transformer.ipynb
@@ -6,12 +6,12 @@
     "colab_type": "text"
    },
    "source": [
-    "# Float8 training and inference with a simple Transformer model\n",
+    "# Float8 Quantization Aware Training and Inference with a simple Transformer model\n",
     "\n",
     "**Author:** [Hongyu Chiu](https://github.com/james77777778)<br>\n",
     "**Date created:** 2024/05/14<br>\n",
     "**Last modified:** 2024/05/14<br>\n",
-    "**Description:** Train a simple Transformer model with the float8 quantization."
+    "**Description:** Train a simple Transformer model with float8 quantization-aware training."
    ]
   },
   {
diff --git a/examples/keras_recipes/md/float8_training_and_inference_with_transformer.md b/examples/keras_recipes/md/float8_training_and_inference_with_transformer.md
index 57b7c551cc..b8cd2ed09d 100644
--- a/examples/keras_recipes/md/float8_training_and_inference_with_transformer.md
+++ b/examples/keras_recipes/md/float8_training_and_inference_with_transformer.md
@@ -1,9 +1,9 @@
-# Float8 training and inference with a simple Transformer model
+# Float8 Quantization Aware Training and Inference with a simple Transformer model
 
 **Author:** [Hongyu Chiu](https://github.com/james77777778)<br>
 **Date created:** 2024/05/14<br>
 **Last modified:** 2024/05/14<br>
-**Description:** Train a simple Transformer model with the float8 quantization.
+**Description:** Train a simple Transformer model with float8 quantization-aware training.
 
 
 <img class="k-inline-icon" src="https://colab.research.google.com/img/colab_favicon.ico"/> [**View in Colab**](https://colab.research.google.com/github/keras-team/keras-io/blob/master/examples/keras_recipes/ipynb/float8_training_and_inference_with_transformer.ipynb)  <span class="k-dot">•</span><img class="k-inline-icon" src="https://github.com/favicon.ico"/> [**GitHub source**](https://github.com/keras-team/keras-io/blob/master/examples/keras_recipes/float8_training_and_inference_with_transformer.py)
diff --git a/scripts/examples_master.py b/scripts/examples_master.py
index 6a3c36cbe8..d1633447c8 100644
--- a/scripts/examples_master.py
+++ b/scripts/examples_master.py
@@ -959,7 +959,7 @@
                 },
                 {
                     "path": "float8_training_and_inference_with_transformer",
-                    "title": "Float8 training and inference with a simple Transformer model",
+                    "title": "Float8 Quantization Aware Training and Inference with a simple Transformer model",
                     "subcategory": "Keras usage tips",
                     "keras_3": True,
                 },

From 43455c68258b733159e8b59a70dcb529f383c4e2 Mon Sep 17 00:00:00 2001
From: Jyotinder Singh <33001894+JyotinderSingh@users.noreply.github.com>
Date: Wed, 30 Jul 2025 13:23:38 +0530
Subject: [PATCH 2/5] Update examples_master.py

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
---
 scripts/examples_master.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/scripts/examples_master.py b/scripts/examples_master.py
index d1633447c8..0835a7d560 100644
--- a/scripts/examples_master.py
+++ b/scripts/examples_master.py
@@ -959,7 +959,7 @@
                 },
                 {
                     "path": "float8_training_and_inference_with_transformer",
-                    "title": "Float8 Quantization Aware Training and Inference with a simple Transformer model",
+                    "title": "Float8 Quantization-Aware Training and Inference with a simple Transformer model",
                     "subcategory": "Keras usage tips",
                     "keras_3": True,
                 },

From 440d93384d3d9649507c56e807b1bb1bf67c87ed Mon Sep 17 00:00:00 2001
From: Jyotinder Singh <33001894+JyotinderSingh@users.noreply.github.com>
Date: Wed, 30 Jul 2025 13:23:45 +0530
Subject: [PATCH 3/5] Update float8_training_and_inference_with_transformer.md

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
---
 .../md/float8_training_and_inference_with_transformer.md        | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/examples/keras_recipes/md/float8_training_and_inference_with_transformer.md b/examples/keras_recipes/md/float8_training_and_inference_with_transformer.md
index b8cd2ed09d..ef11e61ab8 100644
--- a/examples/keras_recipes/md/float8_training_and_inference_with_transformer.md
+++ b/examples/keras_recipes/md/float8_training_and_inference_with_transformer.md
@@ -1,4 +1,4 @@
-# Float8 Quantization Aware Training and Inference with a simple Transformer model
+# Float8 Quantization-Aware Training and Inference with a simple Transformer model
 
 **Author:** [Hongyu Chiu](https://github.com/james77777778)<br>
 **Date created:** 2024/05/14<br>

From 08ed748a7daa64e89a5666bff341f86671251a6e Mon Sep 17 00:00:00 2001
From: Jyotinder Singh <33001894+JyotinderSingh@users.noreply.github.com>
Date: Wed, 30 Jul 2025 13:23:53 +0530
Subject: [PATCH 4/5] Update float8_training_and_inference_with_transformer.py

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
---
 .../float8_training_and_inference_with_transformer.py           | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/examples/keras_recipes/float8_training_and_inference_with_transformer.py b/examples/keras_recipes/float8_training_and_inference_with_transformer.py
index 93c857b17f..27ab23681b 100644
--- a/examples/keras_recipes/float8_training_and_inference_with_transformer.py
+++ b/examples/keras_recipes/float8_training_and_inference_with_transformer.py
@@ -1,5 +1,5 @@
 """
-Title: Float8 Quantization Aware Training and Inference with a simple Transformer model
+Title: Float8 Quantization-Aware Training and Inference with a simple Transformer model
 Author: [Hongyu Chiu](https://github.com/james77777778)
 Date created: 2024/05/14
 Last modified: 2024/05/14

From 7e96569dd28442cb0f67c0db590de5c15472d88c Mon Sep 17 00:00:00 2001
From: Jyotinder Singh <33001894+JyotinderSingh@users.noreply.github.com>
Date: Wed, 30 Jul 2025 13:30:05 +0530
Subject: [PATCH 5/5] rename files

---
 ...antization_aware_training_and_inference_with_transformer.py} | 0
 ...ization_aware_training_and_inference_with_transformer.ipynb} | 0
 ...antization_aware_training_and_inference_with_transformer.md} | 0
 scripts/examples_master.py                                      | 2 +-
 4 files changed, 1 insertion(+), 1 deletion(-)
 rename examples/keras_recipes/{float8_training_and_inference_with_transformer.py => float8_quantization_aware_training_and_inference_with_transformer.py} (100%)
 rename examples/keras_recipes/ipynb/{float8_training_and_inference_with_transformer.ipynb => float8_quantization_aware_training_and_inference_with_transformer.ipynb} (100%)
 rename examples/keras_recipes/md/{float8_training_and_inference_with_transformer.md => float8_quantization_aware_training_and_inference_with_transformer.md} (100%)

diff --git a/examples/keras_recipes/float8_training_and_inference_with_transformer.py b/examples/keras_recipes/float8_quantization_aware_training_and_inference_with_transformer.py
similarity index 100%
rename from examples/keras_recipes/float8_training_and_inference_with_transformer.py
rename to examples/keras_recipes/float8_quantization_aware_training_and_inference_with_transformer.py
diff --git a/examples/keras_recipes/ipynb/float8_training_and_inference_with_transformer.ipynb b/examples/keras_recipes/ipynb/float8_quantization_aware_training_and_inference_with_transformer.ipynb
similarity index 100%
rename from examples/keras_recipes/ipynb/float8_training_and_inference_with_transformer.ipynb
rename to examples/keras_recipes/ipynb/float8_quantization_aware_training_and_inference_with_transformer.ipynb
diff --git a/examples/keras_recipes/md/float8_training_and_inference_with_transformer.md b/examples/keras_recipes/md/float8_quantization_aware_training_and_inference_with_transformer.md
similarity index 100%
rename from examples/keras_recipes/md/float8_training_and_inference_with_transformer.md
rename to examples/keras_recipes/md/float8_quantization_aware_training_and_inference_with_transformer.md
diff --git a/scripts/examples_master.py b/scripts/examples_master.py
index 0835a7d560..2206f42591 100644
--- a/scripts/examples_master.py
+++ b/scripts/examples_master.py
@@ -958,7 +958,7 @@
                     "keras_3": True,
                 },
                 {
-                    "path": "float8_training_and_inference_with_transformer",
+                    "path": "float8_quantization_aware_training_and_inference_with_transformer",
                     "title": "Float8 Quantization-Aware Training and Inference with a simple Transformer model",
                     "subcategory": "Keras usage tips",
                     "keras_3": True,