huggingface · Sithembiso-Mashinini · Feb 13, 2026
diff --git a/sagemaker/01_getting_started_pytorch/sagemaker-notebook.ipynb b/sagemaker/01_getting_started_pytorch/sagemaker-notebook.ipynb
@@ -70,7 +70,7 @@
    },
    "outputs": [],
    "source": [
-    "!pip install \"sagemaker>=2.140.0\" \"transformers==4.26.1\" \"datasets[s3]==2.10.1\" --upgrade"
+    "!pip install \"sagemaker>=2.140.0,<3.0.0\" \"transformers==4.26.1\" \"datasets[s3]==2.10.1\" --upgrade"
    ]
   },
   {

diff --git a/sagemaker/02_getting_started_tensorflow/sagemaker-notebook.ipynb b/sagemaker/02_getting_started_tensorflow/sagemaker-notebook.ipynb
@@ -68,7 +68,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install \"sagemaker>=2.66.0\" --upgrade"
+    "!pip install \"sagemaker>=2.66.0,<3.0.0\" --upgrade"
    ]
   },
   {

diff --git a/sagemaker/03_distributed_training_data_parallelism/sagemaker-notebook.ipynb b/sagemaker/03_distributed_training_data_parallelism/sagemaker-notebook.ipynb
@@ -70,7 +70,7 @@
    },
    "outputs": [],
    "source": [
-    "!pip install \"sagemaker>=2.48.0\"  --upgrade"
+    "!pip install \"sagemaker>=2.48.0,<3.0.0\"  --upgrade"
    ]
   },
   {

diff --git a/sagemaker/04_distributed_training_model_parallelism/sagemaker-notebook.ipynb b/sagemaker/04_distributed_training_model_parallelism/sagemaker-notebook.ipynb
@@ -67,7 +67,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install \"sagemaker>=2.48.0\" --upgrade"
+    "!pip install \"sagemaker>=2.48.0,<3.0.0\" --upgrade"
    ]
   },
   {

diff --git a/sagemaker/05_spot_instances/sagemaker-notebook.ipynb b/sagemaker/05_spot_instances/sagemaker-notebook.ipynb
@@ -50,7 +50,7 @@
    },
    "outputs": [],
    "source": [
-    "!pip install \"sagemaker>=2.140.0\" \"transformers==4.26.1\" \"datasets[s3]==2.10.1\" --upgrade"
+    "!pip install \"sagemaker>=2.140.0,<3.0.0\" \"transformers==4.26.1\" \"datasets[s3]==2.10.1\" --upgrade"
    ]
   },
   {

diff --git a/sagemaker/06_sagemaker_metrics/sagemaker-notebook.ipynb b/sagemaker/06_sagemaker_metrics/sagemaker-notebook.ipynb
@@ -39,7 +39,7 @@
    },
    "outputs": [],
    "source": [
-    "!pip install \"sagemaker>=2.140.0\" \"transformers==4.26.1\" \"datasets[s3]==2.10.1\" --upgrade"
+    "!pip install \"sagemaker>=2.140.0,<3.0.0\" \"transformers==4.26.1\" \"datasets[s3]==2.10.1\" --upgrade"
    ]
   },
   {

diff --git a/sagemaker/07_tensorflow_distributed_training_data_parallelism/sagemaker-notebook.ipynb b/sagemaker/07_tensorflow_distributed_training_data_parallelism/sagemaker-notebook.ipynb
@@ -66,7 +66,7 @@
    "cell_type": "code",
    "execution_count": null,
    "source": [
-    "!pip install \"sagemaker>=2.48.0\" --upgrade"
+    "!pip install \"sagemaker>=2.48.0,<3.0.0\" --upgrade"
    ],
    "outputs": [],
    "metadata": {}
@@ -624,4 +624,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 4
-}
+}
diff --git a/sagemaker/08_distributed_summarization_bart_t5/sagemaker-notebook.ipynb b/sagemaker/08_distributed_summarization_bart_t5/sagemaker-notebook.ipynb
@@ -86,7 +86,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install \"sagemaker>=2.48.0\"  --upgrade\n",
+    "!pip install \"sagemaker>=2.48.0,<3.0.0\"  --upgrade\n",
     "#!apt install git-lfs"
    ]
   },

diff --git a/sagemaker/09_image_classification_vision_transformer/sagemaker-notebook.ipynb b/sagemaker/09_image_classification_vision_transformer/sagemaker-notebook.ipynb
@@ -75,7 +75,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install \"sagemaker>=2.140.0\" \"transformers==4.26.1\" \"datasets[s3]==2.10.1\" --upgrade"
+    "!pip install \"sagemaker>=2.140.0,<3.0.0\" \"transformers==4.26.1\" \"datasets[s3]==2.10.1\" --upgrade"
    ]
   },
   {

diff --git a/sagemaker/10_deploy_model_from_s3/deploy_transformer_model_from_s3.ipynb b/sagemaker/10_deploy_model_from_s3/deploy_transformer_model_from_s3.ipynb
@@ -69,7 +69,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install \"sagemaker>=2.48.0\" --upgrade"
+    "!pip install \"sagemaker>=2.48.0,<3.0.0\" --upgrade"
    ]
   },
   {

diff --git a/sagemaker/11_deploy_model_from_hf_hub/deploy_transformer_model_from_hf_hub.ipynb b/sagemaker/11_deploy_model_from_hf_hub/deploy_transformer_model_from_hf_hub.ipynb
@@ -69,7 +69,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install \"sagemaker>=2.48.0\" --upgrade"
+    "!pip install \"sagemaker>=2.48.0,<3.0.0\" --upgrade"
    ]
   },
   {

diff --git a/sagemaker/12_batch_transform_inference/sagemaker-notebook.ipynb b/sagemaker/12_batch_transform_inference/sagemaker-notebook.ipynb
@@ -57,7 +57,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install \"sagemaker>=2.48.0\" \"datasets==1.11\" --upgrade"
+    "!pip install \"sagemaker>=2.48.0,<3.0.0\" \"datasets==1.11\" --upgrade"
    ]
   },
   {

diff --git a/sagemaker/13_deploy_and_autoscaling_transformers/sagemaker-notebook.ipynb b/sagemaker/13_deploy_and_autoscaling_transformers/sagemaker-notebook.ipynb
@@ -24,7 +24,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install \"sagemaker>=2.66.2\" --upgrade"
+    "!pip install \"sagemaker>=2.66.2,<3.0.0\" --upgrade"
    ]
   },
   {

diff --git a/sagemaker/14_train_and_push_to_hub/sagemaker-notebook.ipynb b/sagemaker/14_train_and_push_to_hub/sagemaker-notebook.ipynb
@@ -48,7 +48,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install \"sagemaker>=2.140.0\" \"transformers==4.26.1\" \"datasets[s3]==2.10.1\" --upgrade"
+    "!pip install \"sagemaker>=2.140.0,<3.0.0\" \"transformers==4.26.1\" \"datasets[s3]==2.10.1\" --upgrade"
    ]
   },
   {

diff --git a/sagemaker/15_training_compiler/sagemaker-notebook.ipynb b/sagemaker/15_training_compiler/sagemaker-notebook.ipynb
@@ -54,7 +54,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install \"sagemaker>=2.70.0\" \"transformers==4.11.0\" --upgrade\n",
+    "!pip install \"sagemaker>=2.70.0,<3.0.0\" \"transformers==4.11.0\" --upgrade\n",
     "# using older dataset due to incompatibility of sagemaker notebook & aws-cli with > s3fs and fsspec to >= 2021.10\n",
     "!pip install  \"datasets==1.13\" --upgrade"
    ]

diff --git a/sagemaker/16_async_inference_hf_hub/sagemaker-notebook.ipynb b/sagemaker/16_async_inference_hf_hub/sagemaker-notebook.ipynb
@@ -47,7 +47,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "%pip install sagemaker --upgrade"
+    "%pip install \"sagemaker>=2.0.0,<3.0.0\" --upgrade"
    ]
   },
   {

diff --git a/sagemaker/17_custom_inference_script/sagemaker-notebook.ipynb b/sagemaker/17_custom_inference_script/sagemaker-notebook.ipynb
@@ -53,7 +53,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "%pip install sagemaker --upgrade"
+    "%pip install \"sagemaker>=2.0.0,<3.0.0\" --upgrade"
    ]
   },
   {

diff --git a/sagemaker/18_inferentia_inference/sagemaker-notebook.ipynb b/sagemaker/18_inferentia_inference/sagemaker-notebook.ipynb
@@ -55,7 +55,7 @@
     "!pip config set global.extra-index-url https://pip.repos.neuron.amazonaws.com\n",
     "\n",
     "# Install Neuron PyTorch\n",
-    "!pip install torch-neuron==1.9.1.* neuron-cc[tensorflow] sagemaker>=2.79.0 transformers==4.12.3 --upgrade"
+    "!pip install torch-neuron==1.9.1.* neuron-cc[tensorflow] \"sagemaker>=2.79.0,<3.0.0\" transformers==4.12.3 --upgrade"
    ]
   },
   {

diff --git a/sagemaker/19_serverless_inference/sagemaker-notebook.ipynb b/sagemaker/19_serverless_inference/sagemaker-notebook.ipynb
@@ -53,7 +53,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install sagemaker --upgrade"
+    "!pip install \"sagemaker>=2.0.0,<3.0.0\" --upgrade"
    ]
   },
   {

diff --git a/sagemaker/20_automatic_speech_recognition_inference/sagemaker-notebook.ipynb b/sagemaker/20_automatic_speech_recognition_inference/sagemaker-notebook.ipynb
@@ -53,7 +53,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "%pip install sagemaker --upgrade"
+    "%pip install \"sagemaker>=2.0.0,<3.0.0\" --upgrade"
    ]
   },
   {

diff --git a/sagemaker/21_image_segmantation/sagemaker-notebook.ipynb b/sagemaker/21_image_segmantation/sagemaker-notebook.ipynb
@@ -54,7 +54,7 @@
    },
    "outputs": [],
    "source": [
-    "%pip install sagemaker segmentation-mask-overlay pillow matplotlib --upgrade"
+    "%pip install \"sagemaker>=2.0.0,<3.0.0\" segmentation-mask-overlay pillow matplotlib --upgrade"
    ]
   },
   {

diff --git a/sagemaker/23_stable_diffusion_inference/sagemaker-notebook.ipynb b/sagemaker/23_stable_diffusion_inference/sagemaker-notebook.ipynb
@@ -45,7 +45,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install \"sagemaker==2.116.0\" \"huggingface_hub==0.10.1\" --upgrade --quiet"
+    "!pip install \"sagemaker>=2.116.0,<3.0.0\" \"huggingface_hub==0.10.1\" --upgrade --quiet"
    ]
   },
   {

diff --git a/sagemaker/24_train_bloom_peft_lora/sagemaker-notebook.ipynb b/sagemaker/24_train_bloom_peft_lora/sagemaker-notebook.ipynb
@@ -31,7 +31,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install \"transformers==4.26.0\" \"datasets[s3]==2.9.0\" sagemaker py7zr --upgrade --quiet"
+    "!pip install \"transformers==4.26.0\" \"datasets[s3]==2.9.0\" \"sagemaker>=2.0.0,<3.0.0\" py7zr --upgrade --quiet"
    ]
   },
   {

diff --git a/sagemaker/25_pytorch_fsdp_model_parallelism/sagemaker-notebook.ipynb b/sagemaker/25_pytorch_fsdp_model_parallelism/sagemaker-notebook.ipynb
@@ -36,7 +36,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install \"transformers==4.28.1\" \"datasets[s3]==2.9.0\" \"sagemaker>=2.150.0\" --upgrade --quiet"
+    "!pip install \"transformers==4.28.1\" \"datasets[s3]==2.9.0\" \"sagemaker>=2.150.0,<3.0.0\" --upgrade --quiet"
    ]
   },
   {

diff --git a/sagemaker/26_document_ai_donut/sagemaker-notebook.ipynb b/sagemaker/26_document_ai_donut/sagemaker-notebook.ipynb
@@ -49,7 +49,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install \"transformers[sentencepiece]==4.26.0\" \"datasets[s3]==2.9.0\" sagemaker --upgrade --quiet"
+    "!pip install \"transformers[sentencepiece]==4.26.0\" \"datasets[s3]==2.9.0\" \"sagemaker>=2.0.0,<3.0.0\" --upgrade --quiet"
    ]
   },
   {

diff --git a/sagemaker/27_deploy_large_language_models/sagemaker-notebook.ipynb b/sagemaker/27_deploy_large_language_models/sagemaker-notebook.ipynb
@@ -62,7 +62,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install \"sagemaker==2.163.0\" --upgrade --quiet\n"
+    "!pip install \"sagemaker>=2.163.0,<3.0.0\" --upgrade --quiet\n"
    ]
   },
   {

diff --git a/sagemaker/28_train_llms_with_qlora/sagemaker-notebook.ipynb b/sagemaker/28_train_llms_with_qlora/sagemaker-notebook.ipynb
@@ -33,7 +33,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install \"transformers==4.30.2\" \"datasets[s3]==2.13.0\" sagemaker --upgrade --quiet"
+    "!pip install \"transformers==4.30.2\" \"datasets[s3]==2.13.0\" \"sagemaker>=2.0.0,<3.0.0\" --upgrade --quiet"
    ]
   },
   {

diff --git a/sagemaker/29_deploy_llms_on_inferentia2/sagemaker-notebook.ipynb b/sagemaker/29_deploy_llms_on_inferentia2/sagemaker-notebook.ipynb
@@ -43,7 +43,7 @@
     }
    ],
    "source": [
-    "!pip install transformers \"sagemaker>=2.206.0\" --upgrade --quiet"
+    "!pip install transformers \"sagemaker>=2.206.0,<3.0.0\" --upgrade --quiet"
    ]
   },
   {

diff --git a/sagemaker/30_evaluate_llms_with_lighteval/sagemaker-notebook.ipynb b/sagemaker/30_evaluate_llms_with_lighteval/sagemaker-notebook.ipynb
@@ -25,7 +25,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install sagemaker --upgrade --quiet"
+    "!pip install \"sagemaker>=2.0.0,<3.0.0\" --upgrade --quiet"
    ]
   },
   {

diff --git a/sagemaker/31_deploy_embedding_models/sagemaker-notebook.ipynb b/sagemaker/31_deploy_embedding_models/sagemaker-notebook.ipynb
@@ -53,7 +53,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install \"sagemaker>=2.221.1\" --upgrade --quiet\n"
+    "!pip install \"sagemaker>=2.221.1,<3.0.0\" --upgrade --quiet\n"
    ]
   },
   {

diff --git a/sagemaker/32_train_deploy_embedding_models/sagemaker-notebook.ipynb b/sagemaker/32_train_deploy_embedding_models/sagemaker-notebook.ipynb
@@ -41,7 +41,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install transformers \"datasets[s3]==2.18.0\" \"sagemaker>=2.190.0\" \"huggingface_hub[cli]\" --upgrade --quiet"
+    "!pip install transformers \"datasets[s3]==2.18.0\" \"sagemaker>=2.190.0,<3.0.0\" \"huggingface_hub[cli]\" --upgrade --quiet"
    ]
   },
   {
-Original file line number
+Diff line change
@@ Expand Up / @@ -43,7 +43,7 @@ @@
         }
        ],
        "source": [
-        "!pip install transformers \"sagemaker>=2.206.0\" --upgrade --quiet"
+        "!pip install transformers \"sagemaker>=2.206.0,<3.0.0\" --upgrade --quiet"
        ]
       },
       {
@@ Expand Down @@