Add upper bounds to dependencies for release (#1734)

SUMMARY:

- added upper bounds to dependencies when build type is release
- still allow latest dependency versions when build type is nightly

The upper bounds are based on the current latest version of each
dependency. May need to update again when we're ready to release 0.7.0.

TEST PLAN:
Run all tests.

Kicked off nightly tests:
https://github.com/neuralmagic/llm-compressor-testing/actions/runs/16976533641/job/48126802385

---------

Signed-off-by: Dan Huang <[email protected]>
Co-authored-by: Dipika Sikka <[email protected]>

Author: dhuangnm

setup.py

@@ -110,23 +110,67 @@ def localversion_func(version: ScmVersion) -> str:
         "src", include=["llmcompressor", "llmcompressor.*"], exclude=["*.__pycache__.*"]
     ),
     install_requires=[
-        "loguru>=0.7.2",
-        "pyyaml>=6.0.1",
+        (
+            "loguru>=0.7.2,<=0.7.3"
+            if BUILD_TYPE == "release"
+            else "loguru>=0.7.2"
+        ),
+        (
+            "pyyaml>=6.0.1,<=6.0.2"
+            if BUILD_TYPE == "release"
+            else "pyyaml>=6.0.1"
+        ),
         # librosa dependency numba is currently not compatible with numpy>=2.3
         # https://numba.readthedocs.io/en/stable/user/installing.html#version-support-information
-        "numpy>=2.0.0,<2.3.0",
-        "requests>=2.32.2",
-        "tqdm>=4.66.3",
-        "torch>=2.7.0",
-        "transformers>=4.53.0",
-        "datasets>=4.0.0",
-        "accelerate>=1.6.0",
-        "pynvml>=11.5.3",
-        "pillow>=10.4.0",
         (
-            "compressed-tensors==0.10.2"
+            "numpy>=2.0.0,<=2.3.2"
+            if BUILD_TYPE == "release"
+            else "numpy>=2.0.0"
+        ),
+        (
+            "requests>=2.32.2,<=2.32.5"
+            if BUILD_TYPE == "release"
+            else "requests>=2.32.2"
+        ),
+        (
+            "tqdm>=4.66.3,<=4.67.1"
+            if BUILD_TYPE == "release"
+            else "tqdm>=4.66.3"
+        ),
+        (
+            "torch>=2.7.0,<=2.8.0"
+            if BUILD_TYPE == "release"
+            else "torch>=2.7.0"
+        ),
+        (
+            "transformers>=4.53.0,<=4.55.2"
+            if BUILD_TYPE == "release"
+            else "transformers>=4.53.0"
+        ),
+        (
+            "datasets>=4.0.0,<=4.0.0"
+            if BUILD_TYPE == "release"
+            else "datasets>=4.0.0"
+        ),
+        (
+            "accelerate>=1.6.0,<=1.10.0"
+            if BUILD_TYPE == "release"
+            else "accelerate>=1.6.0"
+        ),
+        (
+            "pynvml>=11.5.3,<=12.0.0"
+            if BUILD_TYPE == "release"
+            else "pynvml>=11.5.3"
+        ),
+        (
+            "pillow>=10.4.0,<=10.4.0"
+            if BUILD_TYPE == "release"
+            else "pillow>=10.4.0"
+        ),
+        (
+            "compressed-tensors==0.11.0"
             if BUILD_TYPE == "release"
-            else "compressed-tensors>=0.10.3a2"
+            else "compressed-tensors>=0.11.1a2"
         ),
     ],
     extras_require={