diff --git a/README.md b/README.md
index df9a75a..7300043 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 <!--- BADGES: START --->
-[![HF Nuclia](https://img.shields.io/badge/%F0%9F%A4%97-models-yellow)](https://huggingface.co/nuclia)
+[![HF Nuclia](https://img.shields.io/badge/%F0%9F%A4%97-nuclia_HF-yellow)](https://huggingface.co/nuclia)
 [![GitHub - License](https://img.shields.io/github/license/nuclia/nuclia-eval?logo=github&style=flat&color=green)][#github-license]
 [![PyPI - Python Version](https://img.shields.io/pypi/pyversions/nuclia-eval?logo=pypi&style=flat&color=blue)][#pypi-package]
 [![PyPI - Package Version](https://img.shields.io/pypi/v/nuclia-eval?logo=pypi&style=flat&color=orange)][#pypi-package]
diff --git a/src/nuclia_eval/models/__init__.py b/src/nuclia_eval/models/__init__.py
index 64735d3..04dbb54 100644
--- a/src/nuclia_eval/models/__init__.py
+++ b/src/nuclia_eval/models/__init__.py
@@ -1,4 +1,5 @@
 """This module contains the ML models used to evaluate the quality of the RAG experience."""
+
 from nuclia_eval.models.remi import REMiEvaluator
 
-__all__ = ["REMiEvaluator"]
\ No newline at end of file
+__all__ = ["REMiEvaluator"]
diff --git a/src/nuclia_eval/models/base.py b/src/nuclia_eval/models/base.py
index 0505683..3374d21 100644
--- a/src/nuclia_eval/models/base.py
+++ b/src/nuclia_eval/models/base.py
@@ -4,7 +4,7 @@
 from nuclia_eval.metrics.base import DiscreteScoreReasonResponse, DiscreteScoreResponse
 
 
-class RAGEvaluator(ABC): # pragma: no cover
+class RAGEvaluator(ABC):  # pragma: no cover
     """Base class for all RAG evaluators"""
 
     @abstractmethod
diff --git a/src/nuclia_eval/utils.py b/src/nuclia_eval/utils.py
index d6ec117..0cdb26d 100644
--- a/src/nuclia_eval/utils.py
+++ b/src/nuclia_eval/utils.py
@@ -62,7 +62,7 @@ def load_lora_low_mem(
     model = model.to(device)
 
 
-def inherit_docstrings(cls): # pragma: no cover
+def inherit_docstrings(cls):  # pragma: no cover
     for name, func in vars(cls).items():
         if not func.__doc__ and hasattr(getattr(cls, name), "__doc__"):
             func.__doc__ = getattr(cls, name).__doc__