diff --git a/docker/Dockerfile.rock b/docker/Dockerfile.rock
index 6e52199fa3..16e01ad723 100644
--- a/docker/Dockerfile.rock
+++ b/docker/Dockerfile.rock
@@ -914,7 +914,7 @@ RUN case "$(which python3)" in \
         *) ;; esac
 
 RUN --mount=type=cache,target=/root/.cache/uv \
-    uv pip install --system --upgrade huggingface-hub[cli]
+    uv pip install --system --upgrade huggingface-hub
 
 # Install vLLM using uv (inherited from base stage)
 # Note: No -U flag to avoid upgrading PyTorch ROCm to CUDA version
diff --git a/docker/Dockerfile.rocm b/docker/Dockerfile.rocm
index 483aa9bb97..0bcc8a6ca6 100644
--- a/docker/Dockerfile.rocm
+++ b/docker/Dockerfile.rocm
@@ -938,7 +938,7 @@ RUN case "$(which python3)" in \
         *) ;; esac
 
 RUN --mount=type=cache,target=/root/.cache/uv \
-    uv pip install --system --upgrade huggingface-hub[cli]
+    uv pip install --system --upgrade huggingface-hub
 
 # Install vLLM using uv (inherited from base stage)
 # Note: No -U flag to avoid upgrading PyTorch ROCm to CUDA version
diff --git a/docker/Dockerfile.rocm_gfx1250 b/docker/Dockerfile.rocm_gfx1250
index c68fdfebfe..ecb618d990 100644
--- a/docker/Dockerfile.rocm_gfx1250
+++ b/docker/Dockerfile.rocm_gfx1250
@@ -671,7 +671,7 @@ RUN case "$(which python3)" in \
         *) ;; esac
 
 RUN --mount=type=cache,target=/root/.cache/uv \
-    uv pip install --system --upgrade huggingface-hub[cli]
+    uv pip install --system --upgrade huggingface-hub
 
 # Install vLLM using uv (inherited from base stage)
 # Note: No -U flag to avoid upgrading PyTorch ROCm to CUDA version
diff --git a/docs/getting_started/installation/gpu.rocm.inc.md b/docs/getting_started/installation/gpu.rocm.inc.md
index ad5af79940..0169d01546 100644
--- a/docs/getting_started/installation/gpu.rocm.inc.md
+++ b/docs/getting_started/installation/gpu.rocm.inc.md
@@ -324,7 +324,7 @@ You can find more information about vLLM's wheels in
         # Install dependencies
         pip install --upgrade numba \
             scipy \
-            huggingface-hub[cli] \
+            huggingface-hub \
             setuptools_scm
         pip install -r requirements/rocm.txt
 
diff --git a/docs/models/supported_models.md b/docs/models/supported_models.md
index ddc50ad41c..c6e1786ee0 100644
--- a/docs/models/supported_models.md
+++ b/docs/models/supported_models.md
@@ -240,7 +240,7 @@ Alternatively, you can [open an issue on GitHub](https://github.com/vllm-project
 
 #### Download a model
 
-If you prefer, you can use the Hugging Face CLI to [download a model](https://huggingface.co/docs/huggingface_hub/guides/cli#huggingface-cli-download) or specific files from a model repository:
+If you prefer, you can use the Hugging Face CLI to [download a model](https://huggingface.co/docs/huggingface_hub/guides/cli#hf-download) or specific files from a model repository:
 
 ```bash
 # Download a model
diff --git a/docs/usage/troubleshooting.md b/docs/usage/troubleshooting.md
index dc1cd89f82..bbd4109a41 100644
--- a/docs/usage/troubleshooting.md
+++ b/docs/usage/troubleshooting.md
@@ -8,7 +8,7 @@ This document outlines some troubleshooting strategies you can consider. If you
 ## Hangs downloading a model
 
 If the model isn't already downloaded to disk, vLLM will download it from the internet which can take time and depend on your internet connection.
-It's recommended to download the model first using the [huggingface-cli](https://huggingface.co/docs/huggingface_hub/en/guides/cli) and passing the local path to the model to vLLM. This way, you can isolate the issue.
+It's recommended to download the model first using the [`hf` CLI](https://huggingface.co/docs/huggingface_hub/en/guides/cli) and passing the local path to the model to vLLM. This way, you can isolate the issue.
 
 ## Hangs loading a model from disk