diff --git a/README.md b/README.md
index b91023a..792d467 100644
--- a/README.md
+++ b/README.md
@@ -34,11 +34,11 @@ Supported methods:
 
 ```python
 from transformers import AutoModelForSeq2SeqLM
-from peft import get_peft_config, get_peft_model, LoRAConfig, TaskType
+from peft import get_peft_config, get_peft_model, LoraConfig, TaskType
 model_name_or_path = "bigscience/mt0-large"
 tokenizer_name_or_path = "bigscience/mt0-large"
 
-peft_config = LoRAConfig(
+peft_config = LoraConfig(
     task_type=TaskType.SEQ_2_SEQ_LM, inference_mode=False, r=8, lora_alpha=32, lora_dropout=0.1
 )
 
diff --git a/setup.py b/setup.py
index b727d65..e1b34b6 100644
--- a/setup.py
+++ b/setup.py
@@ -22,7 +22,7 @@ extras["dev"] = extras["quality"] + extras["docs_specific"]
 
 setup(
     name="peft",
-    version="0.1.0.dev",
+    version="0.1.0.dev0",
     description="Parameter-Efficient Fine-Tuning (PEFT)",
     long_description=open("README.md", "r", encoding="utf-8").read(),
     long_description_content_type="text/markdown",
@@ -30,7 +30,7 @@ setup(
     license="Apache",
     author="The HuggingFace team",
     author_email="sourab@huggingface.co",
-    url="https://github.com/huggingface/pets",
+    url="https://github.com/huggingface/peft",
     package_dir={"": "src"},
     packages=find_packages("src"),
     entry_points={},