From 6017bcd347af01937656b3c43715de3a4c81bd4d Mon Sep 17 00:00:00 2001
From: Philipp Emanuel Weidmann <pew@worldwidemann.com>
Date: Fri, 13 Feb 2026 12:27:57 +0530
Subject: [PATCH] fix: use compatible release specifiers for non-dev
 dependencies

Fixes #145

Credit to MuX on Discord for recognizing that this is an issue with Transformers 5
---
 pyproject.toml | 38 +++++++++++++++++++-------------------
 uv.lock        | 38 +++++++++++++++++++-------------------
 2 files changed, 38 insertions(+), 38 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index f4a20ae..c4cf42a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,29 +22,29 @@ classifiers = [
     "Programming Language :: Python :: 3.12",
 ]
 dependencies = [
-    "accelerate>=1.10.0",
-    "bitsandbytes>=0.45.0",
-    "datasets>=4.0.0",
-    "hf-transfer>=0.1.9",
-    "huggingface-hub>=0.34.4",
-    "kernels>=0.11.7",
-    "optuna>=4.5.0",
-    "peft>=0.14.0",
-    "psutil>=7.1.3",
-    "pydantic-settings>=2.10.1",
-    "questionary>=2.1.1",
-    "rich>=14.1.0",
-    "transformers>=4.57.3",
+    "accelerate~=1.10",
+    "bitsandbytes~=0.45",
+    "datasets~=4.0",
+    "hf-transfer~=0.1",
+    "huggingface-hub~=0.34",
+    "kernels~=0.11",
+    "optuna~=4.5",
+    "peft~=0.14",
+    "psutil~=7.1",
+    "pydantic-settings~=2.10",
+    "questionary~=2.1",
+    "rich~=14.1",
+    "transformers~=4.57",
 ]
 
 [project.optional-dependencies]
 research = [
-    "geom-median>=0.1.0",
-    "imageio>=2.37.2",
-    "matplotlib>=3.10.7",
-    "numpy>=2.2.6",
-    "pacmap>=0.8.0",
-    "scikit-learn>=1.7.2",
+    "geom-median~=0.1",
+    "imageio~=2.37",
+    "matplotlib~=3.10",
+    "numpy~=2.2",
+    "pacmap~=0.8",
+    "scikit-learn~=1.7",
 ]
 
 [dependency-groups]
diff --git a/uv.lock b/uv.lock
index 17a961f..11c1418 100644
--- a/uv.lock
+++ b/uv.lock
@@ -895,25 +895,25 @@ dev = [
 
 [package.metadata]
 requires-dist = [
-    { name = "accelerate", specifier = ">=1.10.0" },
-    { name = "bitsandbytes", specifier = ">=0.45.0" },
-    { name = "datasets", specifier = ">=4.0.0" },
-    { name = "geom-median", marker = "extra == 'research'", specifier = ">=0.1.0" },
-    { name = "hf-transfer", specifier = ">=0.1.9" },
-    { name = "huggingface-hub", specifier = ">=0.34.4" },
-    { name = "imageio", marker = "extra == 'research'", specifier = ">=2.37.2" },
-    { name = "kernels", specifier = ">=0.11.7" },
-    { name = "matplotlib", marker = "extra == 'research'", specifier = ">=3.10.7" },
-    { name = "numpy", marker = "extra == 'research'", specifier = ">=2.2.6" },
-    { name = "optuna", specifier = ">=4.5.0" },
-    { name = "pacmap", marker = "extra == 'research'", specifier = ">=0.8.0" },
-    { name = "peft", specifier = ">=0.14.0" },
-    { name = "psutil", specifier = ">=7.1.3" },
-    { name = "pydantic-settings", specifier = ">=2.10.1" },
-    { name = "questionary", specifier = ">=2.1.1" },
-    { name = "rich", specifier = ">=14.1.0" },
-    { name = "scikit-learn", marker = "extra == 'research'", specifier = ">=1.7.2" },
-    { name = "transformers", specifier = ">=4.57.3" },
+    { name = "accelerate", specifier = "~=1.10" },
+    { name = "bitsandbytes", specifier = "~=0.45" },
+    { name = "datasets", specifier = "~=4.0" },
+    { name = "geom-median", marker = "extra == 'research'", specifier = "~=0.1" },
+    { name = "hf-transfer", specifier = "~=0.1" },
+    { name = "huggingface-hub", specifier = "~=0.34" },
+    { name = "imageio", marker = "extra == 'research'", specifier = "~=2.37" },
+    { name = "kernels", specifier = "~=0.11" },
+    { name = "matplotlib", marker = "extra == 'research'", specifier = "~=3.10" },
+    { name = "numpy", marker = "extra == 'research'", specifier = "~=2.2" },
+    { name = "optuna", specifier = "~=4.5" },
+    { name = "pacmap", marker = "extra == 'research'", specifier = "~=0.8" },
+    { name = "peft", specifier = "~=0.14" },
+    { name = "psutil", specifier = "~=7.1" },
+    { name = "pydantic-settings", specifier = "~=2.10" },
+    { name = "questionary", specifier = "~=2.1" },
+    { name = "rich", specifier = "~=14.1" },
+    { name = "scikit-learn", marker = "extra == 'research'", specifier = "~=1.7" },
+    { name = "transformers", specifier = "~=4.57" },
 ]
 provides-extras = ["research"]