fix

scripts/cutcrossentropy_install.py

@@ -1,40 +1,22 @@
-"""Emit the install command for the Axolotl cut-cross-entropy fork."""
+"""Print the pip command to install Axolotl's cut_cross_entropy fork."""
 
 from __future__ import annotations
 
-import shutil
 import sys
 
 try:
     import torch
-except ImportError as exc:  # pragma: no cover - defensive
+except ImportError as exc:  # pragma: no cover
     raise ImportError("Install torch via `pip install torch`") from exc
 
 from packaging.version import Version as V
 
-USE_UV_FLAG = "--uv" in sys.argv[1:]
-USE_PIP_FLAG = "--pip" in sys.argv[1:]
-
-if USE_UV_FLAG and USE_PIP_FLAG:
-    raise SystemExit("Specify only one of --uv or --pip")
-
-if USE_PIP_FLAG:
-    use_uv = False
-elif USE_UV_FLAG:
-    use_uv = True
-else:
-    use_uv = shutil.which("uv") is not None
-
-if V(torch.__version__) < V("2.4.0"):
+if V(torch.__version__.split("+")[0]) < V("2.6.0"):
     print("")
     sys.exit(0)
 
-# No need to uninstall in CI runs; the environment is fresh. Just emit the install command.
-installer = "uv pip install --system" if use_uv else "pip install"
-command = (
-    f"{installer} "
+print(
+    "python -m pip install "
     '"cut-cross-entropy[transformers] '
     '@ git+https://github.com/axolotl-ai-cloud/ml-cross-entropy.git@147ea28"'
 )
-
-print(command)

scripts/unsloth_install.py

@@ -1,7 +1,8 @@
-"""Emit the uv commands needed to install Unsloth without touching torch."""
+"""Emit the install commands for Unsloth without altering torch."""
 
 from __future__ import annotations
 
+import shutil
 import sys
 from shlex import quote
 
@@ -14,16 +15,34 @@ from packaging.version import Version as V
 
 MIN_TORCH = V("2.6.0")
 
-python_version = V(torch.__version__.split("+")[0])
-if python_version < MIN_TORCH:
+if V(torch.__version__.split("+")[0]) < MIN_TORCH:
     raise RuntimeError(
         f"Torch {torch.__version__} detected, but Unsloth requires >= {MIN_TORCH}."
     )
 
-python_path = quote(sys.executable)
-commands = (
-    f"uv pip install --python {python_path} --no-deps unsloth-zoo==2025.9.12 && "
-    f'uv pip install --python {python_path} --no-deps "unsloth[huggingface]==2025.9.9"'
-)
+USE_UV_FLAG = "--uv" in sys.argv[1:]
+USE_PIP_FLAG = "--pip" in sys.argv[1:]
 
-print(commands)
+if USE_UV_FLAG and USE_PIP_FLAG:
+    raise SystemExit("Specify only one of --uv or --pip")
+
+if USE_PIP_FLAG:
+    use_uv = False
+elif USE_UV_FLAG:
+    use_uv = True
+else:
+    use_uv = shutil.which("uv") is not None
+
+python_exe = quote(sys.executable or shutil.which("python3") or "python")
+
+if use_uv:
+    installer = "uv pip install --system --no-deps"
+else:
+    installer = f"{python_exe} -m pip install --no-deps"
+
+commands = [
+    f"{installer} unsloth-zoo==2025.9.12",
+    f'{installer} "unsloth[huggingface]==2025.9.9"',
+]
+
+print(" && ".join(commands))