diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml
index dc3aa102be..0fa5b26eaa 100644
--- a/.github/workflows/benchmark.yml
+++ b/.github/workflows/benchmark.yml
@@ -38,8 +38,8 @@ jobs:
         run: |
           apt update
           apt install -y libpq-dev postgresql-client
-          uv pip install -e ".[quality]"
-          uv pip install -r benchmarks/requirements.txt
+          uv pip install --prerelease=allow -e ".[quality]"
+          uv pip install --prerelease=allow -r benchmarks/requirements.txt
       - name: Environment
         run: |
           python utils/print_env.py
diff --git a/.github/workflows/build_pr_documentation.yml b/.github/workflows/build_pr_documentation.yml
index f47645c1f6..f45d92d604 100644
--- a/.github/workflows/build_pr_documentation.yml
+++ b/.github/workflows/build_pr_documentation.yml
@@ -31,7 +31,7 @@ jobs:
 
       - name: Install doc-builder
         run: |
-          uv pip install --system git+https://github.com/huggingface/doc-builder.git@main
+          uv pip install --prerelease=allow --system git+https://github.com/huggingface/doc-builder.git@main
 
       - name: Check documentation links
         run: |
diff --git a/.github/workflows/nightly_tests.yml b/.github/workflows/nightly_tests.yml
index 8b7e57e912..c548b0fa50 100644
--- a/.github/workflows/nightly_tests.yml
+++ b/.github/workflows/nightly_tests.yml
@@ -71,11 +71,11 @@ jobs:
         run: nvidia-smi
       - name: Install dependencies
         run: |
-          uv pip install -e ".[quality]"
-          uv pip uninstall accelerate && uv pip install -U accelerate@git+https://github.com/huggingface/accelerate.git
-          #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
-          uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1 
-          uv pip install pytest-reportlog
+          uv pip install --prerelease=allow -e ".[quality]"
+          uv pip uninstall accelerate && uv pip install --prerelease=allow -U accelerate@git+https://github.com/huggingface/accelerate.git
+          #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
+          uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow transformers==4.57.1 
+          uv pip install --prerelease=allow pytest-reportlog
       - name: Environment
         run: |
           python utils/print_env.py
@@ -125,12 +125,12 @@ jobs:
 
     - name: Install dependencies
       run: |
-        uv pip install -e ".[quality]"
-        uv pip install peft@git+https://github.com/huggingface/peft.git
-        uv pip uninstall accelerate && uv pip install -U accelerate@git+https://github.com/huggingface/accelerate.git
-        #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
-        uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1 
-        uv pip install pytest-reportlog
+        uv pip install --prerelease=allow -e ".[quality]"
+        uv pip install --prerelease=allow peft@git+https://github.com/huggingface/peft.git
+        uv pip uninstall accelerate && uv pip install --prerelease=allow -U accelerate@git+https://github.com/huggingface/accelerate.git
+        #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
+        uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow transformers==4.57.1 
+        uv pip install --prerelease=allow pytest-reportlog
     - name: Environment
       run: python utils/print_env.py
 
@@ -193,9 +193,9 @@ jobs:
         nvidia-smi
     - name: Install dependencies
       run: |
-        uv pip install -e ".[quality,training]"
-        #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
-        uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1 
+        uv pip install --prerelease=allow -e ".[quality,training]"
+        #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
+        uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow transformers==4.57.1 
     - name: Environment
       run: |
         python utils/print_env.py
@@ -235,12 +235,12 @@ jobs:
         run: nvidia-smi
       - name: Install dependencies
         run: |
-          uv pip install -e ".[quality]"
-          uv pip install peft@git+https://github.com/huggingface/peft.git
-          uv pip uninstall accelerate && uv pip install -U accelerate@git+https://github.com/huggingface/accelerate.git
-          #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
-          uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1 
-          uv pip install pytest-reportlog
+          uv pip install --prerelease=allow -e ".[quality]"
+          uv pip install --prerelease=allow peft@git+https://github.com/huggingface/peft.git
+          uv pip uninstall accelerate && uv pip install --prerelease=allow -U accelerate@git+https://github.com/huggingface/accelerate.git
+          #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
+          uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow transformers==4.57.1 
+          uv pip install --prerelease=allow pytest-reportlog
       - name: Environment
         run: |
           python utils/print_env.py
@@ -286,11 +286,11 @@ jobs:
 
       - name: Install dependencies
         run: |
-          uv pip install -e ".[quality]"
-          uv pip install peft@git+https://github.com/huggingface/peft.git
-          uv pip uninstall accelerate && uv pip install -U accelerate@git+https://github.com/huggingface/accelerate.git
-          #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
-          uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1 
+          uv pip install --prerelease=allow -e ".[quality]"
+          uv pip install --prerelease=allow peft@git+https://github.com/huggingface/peft.git
+          uv pip uninstall accelerate && uv pip install --prerelease=allow -U accelerate@git+https://github.com/huggingface/accelerate.git
+          #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
+          uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow transformers==4.57.1 
 
       - name: Environment
         run: |
@@ -362,14 +362,14 @@ jobs:
         run: nvidia-smi
       - name: Install dependencies
         run: |
-          uv pip install -e ".[quality]"
-          uv pip install -U ${{ matrix.config.backend }}
+          uv pip install --prerelease=allow -e ".[quality]"
+          uv pip install --prerelease=allow -U ${{ matrix.config.backend }}
           if [ "${{ join(matrix.config.additional_deps, ' ') }}" != "" ]; then
-              uv pip install ${{ join(matrix.config.additional_deps, ' ') }}
+              uv pip install --prerelease=allow ${{ join(matrix.config.additional_deps, ' ') }}
           fi
-          uv pip install pytest-reportlog
-          #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
-          uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1 
+          uv pip install --prerelease=allow pytest-reportlog
+          #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
+          uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow transformers==4.57.1 
       - name: Environment
         run: |
           python utils/print_env.py
@@ -415,11 +415,11 @@ jobs:
         run: nvidia-smi
       - name: Install dependencies
         run: |
-          uv pip install -e ".[quality]"
-          uv pip install -U bitsandbytes optimum_quanto
-          #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
-          uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1 
-          uv pip install pytest-reportlog
+          uv pip install --prerelease=allow -e ".[quality]"
+          uv pip install --prerelease=allow -U bitsandbytes optimum_quanto
+          #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
+          uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow transformers==4.57.1 
+          uv pip install --prerelease=allow pytest-reportlog
       - name: Environment
         run: |
           python utils/print_env.py
@@ -531,10 +531,10 @@ jobs:
 #        shell: arch -arch arm64 bash {0}
 #        run: |
 #          ${CONDA_RUN} pip install --upgrade pip uv
-#          ${CONDA_RUN} uv pip install -e ".[quality]"
-#          ${CONDA_RUN} uv pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cpu
-#          ${CONDA_RUN} uv pip install accelerate@git+https://github.com/huggingface/accelerate
-#          ${CONDA_RUN} uv pip install pytest-reportlog
+#          ${CONDA_RUN} uv pip install --prerelease=allow -e ".[quality]"
+#          ${CONDA_RUN} uv pip install --prerelease=allow torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cpu
+#          ${CONDA_RUN} uv pip install --prerelease=allow accelerate@git+https://github.com/huggingface/accelerate
+#          ${CONDA_RUN} uv pip install --prerelease=allow pytest-reportlog
 #      - name: Environment
 #        shell: arch -arch arm64 bash {0}
 #        run: |
@@ -587,10 +587,10 @@ jobs:
 #        shell: arch -arch arm64 bash {0}
 #        run: |
 #          ${CONDA_RUN} pip install --upgrade pip uv
-#          ${CONDA_RUN} uv pip install -e ".[quality]"
-#          ${CONDA_RUN} uv pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cpu
-#          ${CONDA_RUN} uv pip install accelerate@git+https://github.com/huggingface/accelerate
-#          ${CONDA_RUN} uv pip install pytest-reportlog
+#          ${CONDA_RUN} uv pip install --prerelease=allow -e ".[quality]"
+#          ${CONDA_RUN} uv pip install --prerelease=allow torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cpu
+#          ${CONDA_RUN} uv pip install --prerelease=allow accelerate@git+https://github.com/huggingface/accelerate
+#          ${CONDA_RUN} uv pip install --prerelease=allow pytest-reportlog
 #      - name: Environment
 #        shell: arch -arch arm64 bash {0}
 #        run: |
diff --git a/.github/workflows/pr_modular_tests.yml b/.github/workflows/pr_modular_tests.yml
index 13c228621f..7a9b7d4944 100644
--- a/.github/workflows/pr_modular_tests.yml
+++ b/.github/workflows/pr_modular_tests.yml
@@ -108,10 +108,10 @@ jobs:
 
     - name: Install dependencies
       run: |
-        uv pip install -e ".[quality]"
-        #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
-        uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1
-        uv pip uninstall accelerate && uv pip install -U accelerate@git+https://github.com/huggingface/accelerate.git --no-deps
+        uv pip install --prerelease=allow -e ".[quality]"
+        #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
+        uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow transformers==4.57.1
+        uv pip uninstall accelerate && uv pip install --prerelease=allow -U accelerate@git+https://github.com/huggingface/accelerate.git --no-deps
 
     - name: Environment
       run: |
diff --git a/.github/workflows/pr_test_fetcher.yml b/.github/workflows/pr_test_fetcher.yml
index 83b2ab4edb..3cd0b4a0d6 100644
--- a/.github/workflows/pr_test_fetcher.yml
+++ b/.github/workflows/pr_test_fetcher.yml
@@ -33,7 +33,7 @@ jobs:
         fetch-depth: 0
     - name: Install dependencies
       run: |
-        uv pip install -e ".[quality]"
+        uv pip install --prerelease=allow -e ".[quality]"
     - name: Environment
       run: |
         python utils/print_env.py
@@ -89,8 +89,8 @@ jobs:
 
     - name: Install dependencies
       run: |
-        uv pip install -e ".[quality]"
-        uv pip install accelerate
+        uv pip install --prerelease=allow -e ".[quality]"
+        uv pip install --prerelease=allow accelerate
 
     - name: Environment
       run: |
diff --git a/.github/workflows/pr_tests.yml b/.github/workflows/pr_tests.yml
index 674e62ff44..e792236e63 100644
--- a/.github/workflows/pr_tests.yml
+++ b/.github/workflows/pr_tests.yml
@@ -114,10 +114,10 @@ jobs:
 
     - name: Install dependencies
       run: |
-        uv pip install -e ".[quality]"
-        #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
-        uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1
-        uv pip uninstall accelerate && uv pip install -U accelerate@git+https://github.com/huggingface/accelerate.git --no-deps
+        uv pip install --prerelease=allow -e ".[quality]"
+        #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
+        uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow transformers==4.57.1
+        uv pip uninstall accelerate && uv pip install --prerelease=allow -U accelerate@git+https://github.com/huggingface/accelerate.git --no-deps
 
     - name: Environment
       run: |
@@ -142,7 +142,7 @@ jobs:
     - name: Run example PyTorch CPU tests
       if: ${{ matrix.config.framework == 'pytorch_examples' }}
       run: |
-        uv pip install ".[training]"
+        uv pip install --prerelease=allow ".[training]"
         pytest -n 4 --max-worker-restart=0 --dist=loadfile \
           --make-reports=tests_${{ matrix.config.report }} \
           examples
@@ -191,7 +191,7 @@ jobs:
 
     - name: Install dependencies
       run: |
-        uv pip install -e ".[quality]"
+        uv pip install --prerelease=allow -e ".[quality]"
 
     - name: Environment
       run: |
@@ -242,13 +242,13 @@ jobs:
 
     - name: Install dependencies
       run: |
-        uv pip install -e ".[quality]"
+        uv pip install --prerelease=allow -e ".[quality]"
         # TODO (sayakpaul, DN6): revisit `--no-deps`
-        uv pip install -U peft@git+https://github.com/huggingface/peft.git --no-deps
-        uv pip install -U tokenizers
-        uv pip uninstall accelerate && uv pip install -U accelerate@git+https://github.com/huggingface/accelerate.git --no-deps
-        #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
-        uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1
+        uv pip install --prerelease=allow -U peft@git+https://github.com/huggingface/peft.git --no-deps
+        uv pip install --prerelease=allow -U tokenizers
+        uv pip uninstall accelerate && uv pip install --prerelease=allow -U accelerate@git+https://github.com/huggingface/accelerate.git --no-deps
+        #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
+        uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow transformers==4.57.1
 
     - name: Environment
       run: |
diff --git a/.github/workflows/pr_tests_gpu.yml b/.github/workflows/pr_tests_gpu.yml
index 468979d379..18a7cb9569 100644
--- a/.github/workflows/pr_tests_gpu.yml
+++ b/.github/workflows/pr_tests_gpu.yml
@@ -88,7 +88,7 @@ jobs:
           fetch-depth: 2
       - name: Install dependencies
         run: |
-          uv pip install -e ".[quality]"
+          uv pip install --prerelease=allow -e ".[quality]"
       - name: Environment
         run: |
           python utils/print_env.py
@@ -129,10 +129,10 @@ jobs:
           nvidia-smi
       - name: Install dependencies
         run: |
-          uv pip install -e ".[quality]"
-          uv pip uninstall accelerate && uv pip install -U accelerate@git+https://github.com/huggingface/accelerate.git
-          #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
-          uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1
+          uv pip install --prerelease=allow -e ".[quality]"
+          uv pip uninstall accelerate && uv pip install --prerelease=allow -U accelerate@git+https://github.com/huggingface/accelerate.git
+          #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
+          uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow transformers==4.57.1
 
       - name: Environment
         run: |
@@ -199,11 +199,11 @@ jobs:
 
     - name: Install dependencies
       run: |
-        uv pip install -e ".[quality]"
-        uv pip install peft@git+https://github.com/huggingface/peft.git
-        uv pip uninstall accelerate && uv pip install -U accelerate@git+https://github.com/huggingface/accelerate.git
-        #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
-        uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1
+        uv pip install --prerelease=allow -e ".[quality]"
+        uv pip install --prerelease=allow peft@git+https://github.com/huggingface/peft.git
+        uv pip uninstall accelerate && uv pip install --prerelease=allow -U accelerate@git+https://github.com/huggingface/accelerate.git
+        #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
+        uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow transformers==4.57.1
 
     - name: Environment
       run: |
@@ -264,9 +264,9 @@ jobs:
         nvidia-smi
     - name: Install dependencies
       run: |
-        #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
-        uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1
-        uv pip install -e ".[quality,training]"
+        #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
+        uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow transformers==4.57.1
+        uv pip install --prerelease=allow -e ".[quality,training]"
 
     - name: Environment
       run: |
@@ -276,7 +276,7 @@ jobs:
       env:
         HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }}
       run: |
-        uv pip install ".[training]"
+        uv pip install --prerelease=allow ".[training]"
         pytest -n 1 --max-worker-restart=0 --dist=loadfile --make-reports=examples_torch_cuda examples/
 
     - name: Failure short reports
diff --git a/.github/workflows/push_tests.yml b/.github/workflows/push_tests.yml
index 7b1c441d3d..7bc80bb1ea 100644
--- a/.github/workflows/push_tests.yml
+++ b/.github/workflows/push_tests.yml
@@ -34,7 +34,7 @@ jobs:
           fetch-depth: 2
       - name: Install dependencies
         run: |
-          uv pip install -e ".[quality]"
+          uv pip install --prerelease=allow -e ".[quality]"
       - name: Environment
         run: |
           python utils/print_env.py
@@ -74,10 +74,10 @@ jobs:
           nvidia-smi
       - name: Install dependencies
         run: |
-          uv pip install -e ".[quality]"
-          uv pip uninstall accelerate && uv pip install -U accelerate@git+https://github.com/huggingface/accelerate.git
-          #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
-          uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1
+          uv pip install --prerelease=allow -e ".[quality]"
+          uv pip uninstall accelerate && uv pip install --prerelease=allow -U accelerate@git+https://github.com/huggingface/accelerate.git
+          #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
+          uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow transformers==4.57.1
       - name: Environment
         run: |
           python utils/print_env.py
@@ -126,11 +126,11 @@ jobs:
 
     - name: Install dependencies
       run: |
-        uv pip install -e ".[quality]"
-        uv pip install peft@git+https://github.com/huggingface/peft.git
-        uv pip uninstall accelerate && uv pip install -U accelerate@git+https://github.com/huggingface/accelerate.git
-        #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
-        uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1
+        uv pip install --prerelease=allow -e ".[quality]"
+        uv pip install --prerelease=allow peft@git+https://github.com/huggingface/peft.git
+        uv pip uninstall accelerate && uv pip install --prerelease=allow -U accelerate@git+https://github.com/huggingface/accelerate.git
+        #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
+        uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow transformers==4.57.1
 
     - name: Environment
       run: |
@@ -181,9 +181,9 @@ jobs:
         nvidia-smi
     - name: Install dependencies
       run: |
-        uv pip install -e ".[quality,training]"
-        #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
-        uv pip uninstall transformers huggingface_hub && uv pip install transformers==4.57.1
+        uv pip install --prerelease=allow -e ".[quality,training]"
+        #uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow --prerelease allow -U transformers@git+https://github.com/huggingface/transformers.git
+        uv pip uninstall transformers huggingface_hub && uv pip install --prerelease=allow transformers==4.57.1
     - name: Environment
       run: |
         python utils/print_env.py
@@ -225,7 +225,7 @@ jobs:
         nvidia-smi
     - name: Install dependencies
       run: |
-        uv pip install -e ".[quality,training]"
+        uv pip install --prerelease=allow -e ".[quality,training]"
     - name: Environment
       run: |
         python utils/print_env.py
@@ -265,7 +265,7 @@ jobs:
         nvidia-smi
     - name: Install dependencies
       run: |
-        uv pip install -e ".[quality,training]"
+        uv pip install --prerelease=allow -e ".[quality,training]"
 
     - name: Environment
       run: |
@@ -275,7 +275,7 @@ jobs:
       env:
         HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }}
       run: |
-        uv pip install ".[training]"
+        uv pip install --prerelease=allow ".[training]"
         pytest -n 1 --max-worker-restart=0 --dist=loadfile --make-reports=examples_torch_cuda examples/
 
     - name: Failure short reports
diff --git a/.github/workflows/push_tests_fast.yml b/.github/workflows/push_tests_fast.yml
index 38cbffaa63..49176b8122 100644
--- a/.github/workflows/push_tests_fast.yml
+++ b/.github/workflows/push_tests_fast.yml
@@ -60,7 +60,7 @@ jobs:
 
     - name: Install dependencies
       run: |
-        uv pip install -e ".[quality]"
+        uv pip install --prerelease=allow -e ".[quality]"
 
     - name: Environment
       run: |
@@ -77,7 +77,7 @@ jobs:
     - name: Run example PyTorch CPU tests
       if: ${{ matrix.config.framework == 'pytorch_examples' }}
       run: |
-        uv pip install ".[training]"
+        uv pip install --prerelease=allow ".[training]"
         pytest -n 4 --max-worker-restart=0 --dist=loadfile \
           --make-reports=tests_${{ matrix.config.report }} \
           examples
diff --git a/.github/workflows/push_tests_mps.yml b/.github/workflows/push_tests_mps.yml
index 2d6feb5928..426163f7cb 100644
--- a/.github/workflows/push_tests_mps.yml
+++ b/.github/workflows/push_tests_mps.yml
@@ -41,10 +41,10 @@ jobs:
       shell: arch -arch arm64 bash {0}
       run: |
         ${CONDA_RUN} python -m pip install --upgrade pip uv
-        ${CONDA_RUN} python -m uv pip install -e ".[quality,test]"
-        ${CONDA_RUN} python -m uv pip install torch torchvision torchaudio
-        ${CONDA_RUN} python -m uv pip install accelerate@git+https://github.com/huggingface/accelerate.git
-        ${CONDA_RUN} python -m uv pip install transformers --upgrade
+        ${CONDA_RUN} python -m uv pip install --prerelease=allow -e ".[quality,test]"
+        ${CONDA_RUN} python -m uv pip install --prerelease=allow torch torchvision torchaudio
+        ${CONDA_RUN} python -m uv pip install --prerelease=allow accelerate@git+https://github.com/huggingface/accelerate.git
+        ${CONDA_RUN} python -m uv pip install --prerelease=allow transformers --upgrade
 
     - name: Environment
       shell: arch -arch arm64 bash {0}
diff --git a/.github/workflows/release_tests_fast.yml b/.github/workflows/release_tests_fast.yml
index efdd6ea2b6..fee52eb91e 100644
--- a/.github/workflows/release_tests_fast.yml
+++ b/.github/workflows/release_tests_fast.yml
@@ -32,7 +32,7 @@ jobs:
           fetch-depth: 2
       - name: Install dependencies
         run: |
-          uv pip install -e ".[quality]"
+          uv pip install --prerelease=allow -e ".[quality]"
       - name: Environment
         run: |
           python utils/print_env.py
@@ -72,8 +72,8 @@ jobs:
           nvidia-smi
       - name: Install dependencies
         run: |
-          uv pip install -e ".[quality]"
-          uv pip uninstall accelerate && uv pip install -U accelerate@git+https://github.com/huggingface/accelerate.git
+          uv pip install --prerelease=allow -e ".[quality]"
+          uv pip uninstall accelerate && uv pip install --prerelease=allow -U accelerate@git+https://github.com/huggingface/accelerate.git
       - name: Environment
         run: |
           python utils/print_env.py
@@ -122,9 +122,9 @@ jobs:
 
     - name: Install dependencies
       run: |
-        uv pip install -e ".[quality]"
-        uv pip install peft@git+https://github.com/huggingface/peft.git
-        uv pip uninstall accelerate && uv pip install -U accelerate@git+https://github.com/huggingface/accelerate.git
+        uv pip install --prerelease=allow -e ".[quality]"
+        uv pip install --prerelease=allow peft@git+https://github.com/huggingface/peft.git
+        uv pip uninstall accelerate && uv pip install --prerelease=allow -U accelerate@git+https://github.com/huggingface/accelerate.git
 
     - name: Environment
       run: |
@@ -172,9 +172,9 @@ jobs:
 
       - name: Install dependencies
         run: |
-          uv pip install -e ".[quality]"
-          uv pip install peft@git+https://github.com/huggingface/peft.git
-          uv pip uninstall accelerate && uv pip install -U accelerate@git+https://github.com/huggingface/accelerate.git
+          uv pip install --prerelease=allow -e ".[quality]"
+          uv pip install --prerelease=allow peft@git+https://github.com/huggingface/peft.git
+          uv pip uninstall accelerate && uv pip install --prerelease=allow -U accelerate@git+https://github.com/huggingface/accelerate.git
 
       - name: Environment
         run: |
@@ -231,7 +231,7 @@ jobs:
         nvidia-smi
     - name: Install dependencies
       run: |
-        uv pip install -e ".[quality,training]"
+        uv pip install --prerelease=allow -e ".[quality,training]"
     - name: Environment
       run: |
         python utils/print_env.py
@@ -273,7 +273,7 @@ jobs:
         nvidia-smi
     - name: Install dependencies
       run: |
-        uv pip install -e ".[quality,training]"
+        uv pip install --prerelease=allow -e ".[quality,training]"
     - name: Environment
       run: |
         python utils/print_env.py
@@ -315,7 +315,7 @@ jobs:
 
     - name: Install dependencies
       run: |
-        uv pip install -e ".[quality,training]"
+        uv pip install --prerelease=allow -e ".[quality,training]"
 
     - name: Environment
       run: |
@@ -325,7 +325,7 @@ jobs:
       env:
         HF_TOKEN: ${{ secrets.DIFFUSERS_HF_HUB_READ_TOKEN }}
       run: |
-        uv pip install ".[training]"
+        uv pip install --prerelease=allow ".[training]"
         pytest -n 1 --max-worker-restart=0 --dist=loadfile --make-reports=examples_torch_cuda examples/
 
     - name: Failure short reports
diff --git a/.github/workflows/run_tests_from_a_pr.yml b/.github/workflows/run_tests_from_a_pr.yml
index fa8c579dd7..0ae5ab2f75 100644
--- a/.github/workflows/run_tests_from_a_pr.yml
+++ b/.github/workflows/run_tests_from_a_pr.yml
@@ -63,8 +63,8 @@ jobs:
 
       - name: Install pytest
         run: |
-          uv pip install -e ".[quality]"
-          uv pip install peft
+          uv pip install --prerelease=allow -e ".[quality]"
+          uv pip install --prerelease=allow peft
 
       - name: Run tests
         env:
diff --git a/setup.py b/setup.py
index d52d37787f..48a77a89df 100644
--- a/setup.py
+++ b/setup.py
@@ -103,7 +103,7 @@ _deps = [
     "flax>=0.4.1",
     "hf-doc-builder>=0.3.0",
     "httpx<1.0.0",
-    "huggingface-hub>=0.34.0,<2.0",
+    "huggingface-hub==v1.3.0.rc0",
     "requests-mock==1.10.0",
     "importlib_metadata",
     "invisible-watermark>=0.2.0",
@@ -150,7 +150,7 @@ _deps = [
 
 # this is a lookup table with items like:
 #
-# tokenizers: "huggingface-hub==0.8.0"
+# tokenizers: "huggingface-hub==v1.3.0.rc0"
 # packaging: "packaging"
 #
 # some of the values are versioned whereas others aren't.
diff --git a/src/diffusers/dependency_versions_table.py b/src/diffusers/dependency_versions_table.py
index 6e5ac630ab..b2c81b185d 100644
--- a/src/diffusers/dependency_versions_table.py
+++ b/src/diffusers/dependency_versions_table.py
@@ -10,7 +10,7 @@ deps = {
     "flax": "flax>=0.4.1",
     "hf-doc-builder": "hf-doc-builder>=0.3.0",
     "httpx": "httpx<1.0.0",
-    "huggingface-hub": "huggingface-hub>=0.34.0,<2.0",
+    "huggingface-hub": "huggingface-hub==v1.3.0.rc0",
     "requests-mock": "requests-mock==1.10.0",
     "importlib_metadata": "importlib_metadata",
     "invisible-watermark": "invisible-watermark>=0.2.0",