Improve CI time using uv for dependency setup (#2041)

SUMMARY:
The goal of this pr is to speed up time to signal on new prs. 

Currently, we have the following CI tests:
- `base-tests`: total runtime `4m26s`, install deps `3m43s`, run test
`30s`
- `pytorch-tests`: total runtime `3m27s`, install deps `3m4s`, run test
`12s`
- `quality-check`: total runtime `3m3s`, install deps `2m58s`, run test
`0s`

*times based on runs from this pr
#2040. Note exact
times will fluctuate substantially.

After this pr, we have:
- `base-tests`: total runtime `1m14s`, install deps `16s`, run test
`41s`
- `pytorch-tests`: total runtime `55s`, install deps `14s`, run test
`22s`
- `quality-check`: total runtime `19s`, install deps `10s`, run test
`0s`

*times based on runs from this pr
fynnsu#1 on my fork.


TEST PLAN:
Tested by running CI.

Signed-off-by: Fynn Schmitt-Ulms <fschmitt@redhat.com>

Author: fynnsu

.github/workflows/quality-check.yaml

@@ -4,6 +4,11 @@ on:
     branches: [ main , 'release/*' ]
   pull_request:
     branches: [ main, 'release/*' ]
+
+env:
+  UV_SYSTEM_PYTHON: 1
+  UV_TORCH_BACKEND: "auto"
+
 jobs:
   quality-check:
     runs-on: ubuntu-22.04
@@ -12,7 +17,9 @@ jobs:
         with:
           python-version: '3.10'
       - uses: actions/checkout@v4
+      - name: Install uv
+        uses: astral-sh/setup-uv@v6
       - name: "⚙️ Install dependencies"
-        run: pip3 install .[dev]
+        run: uv pip install .[dev]
       - name: "🧹 Running quality checks"
         run: make quality

.github/workflows/test-check-transformers.yaml

@@ -15,6 +15,8 @@ on:
 env:
   CADENCE: "commit"
   HF_TOKEN: ${{ secrets.HF_TOKEN_READ }}
+  UV_SYSTEM_PYTHON: 1
+  UV_TORCH_BACKEND: "auto"
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
@@ -65,8 +67,10 @@ jobs:
         with:
           fetch-depth: 0
           fetch-tags: true
+      - name: Install uv
+        uses: astral-sh/setup-uv@v6
       - name: "⚙️ Install dependencies"
-        run: pip3 install -U pip setuptools && pip3 install .[dev]
+        run: uv pip install .[dev]
       - uses: actions/checkout@v4
         with:
           repository: "neuralmagic/compressed-tensors"
@@ -76,10 +80,10 @@ jobs:
       - name: "⚙️ Install compressed-tensors dependencies"
         id: install
         run: |
-          pip3 uninstall -y compressed-tensors
+          uv pip uninstall compressed-tensors
           export GIT_CEILING_DIRECTORIES="$(pwd)"
           cd compressed-tensors
-          BUILD_TYPE=nightly pip3 install .
+          BUILD_TYPE=nightly uv pip install .
       - name: "Clean compressed-tensors directory"
         run: rm -r compressed-tensors/
       - name: "⚙️ Prepare code coverage"

.github/workflows/test-check.yaml

@@ -13,6 +13,8 @@ on:
 
 env:
   CADENCE: "commit"
+  UV_SYSTEM_PYTHON: 1
+  UV_TORCH_BACKEND: "auto"
 
 jobs:
 
@@ -28,8 +30,10 @@ jobs:
         with:
           fetch-depth: 0
           fetch-tags: true
+      - name: Install uv
+        uses: astral-sh/setup-uv@v6
       - name: "⚙️ Install dependencies"
-        run: pip3 install -U pip setuptools && pip3 install .[dev]
+        run: uv pip install .[dev]
       - uses: actions/checkout@v4
         with:
           repository: "neuralmagic/compressed-tensors"
@@ -38,10 +42,10 @@ jobs:
           fetch-tags: true
       - name: "⚙️ Install compressed-tensors dependencies"
         run: |
-          pip3 uninstall -y compressed-tensors
+          uv pip uninstall compressed-tensors
           export GIT_CEILING_DIRECTORIES="$(pwd)"
           cd compressed-tensors
-          BUILD_TYPE=nightly pip3 install .
+          BUILD_TYPE=nightly uv pip install .
       - name: "Clean compressed-tensors directory"
         run: rm -r compressed-tensors/
       - name: "⚙️ Prepare code coverage"
@@ -77,8 +81,10 @@ jobs:
         with:
           fetch-depth: 0
           fetch-tags: true
+      - name: Install uv
+        uses: astral-sh/setup-uv@v6
       - name: "⚙️ Install dependencies"
-        run: pip3 install -U pip setuptools && pip3 install .[dev]
+        run: uv pip install .[dev]
       - uses: actions/checkout@v4
         with:
           repository: "neuralmagic/compressed-tensors"
@@ -87,10 +93,10 @@ jobs:
           fetch-tags: true
       - name: "⚙️ Install compressed-tensors dependencies"
         run: |
-          pip3 uninstall -y compressed-tensors
+          uv pip uninstall compressed-tensors
           export GIT_CEILING_DIRECTORIES="$(pwd)"
           cd compressed-tensors
-          BUILD_TYPE=nightly pip3 install .
+          BUILD_TYPE=nightly uv pip install .
       - name: "Clean compressed-tensors directory"
         run: rm -r compressed-tensors/
       - name: "⚙️ Prepare code coverage"
@@ -131,11 +137,12 @@ jobs:
       - uses: actions/setup-python@v5
         with:
           python-version: '3.12'
-
+      - name: Install uv
+        uses: astral-sh/setup-uv@v6
       - name: "Install dependencies"
         run: |
-          pip3 install -U pip setuptools
-          pip3 install coverage setuptools-scm
+          uv pip install -U setuptools
+          uv pip install coverage setuptools-scm
           make build  # need to build to generate the version.py file
 
       - name: "Combine and report coverage"