add Built top on Apda[terLoRa packages

exmpales/transfomerEncoder.py

@@ -0,0 +1,22 @@
+import torch.nn as nn
+import torch
+import os 
+import sys
+
+current_dir = os.path.dirname(__file__)
+target_dir = os.path.abspath(os.path.join(current_dir, ".././"))
+sys.path.insert(0, target_dir)
+
+from core.Quantized import AdapterLoRa
+
+model = nn.TransformerEncoderLayer(d_model=512, nhead=8)
+
+Adpate_model = AdapterLoRa(model , method="LoRa", Rank=4)
+Adpate_model.add_layer("self_attn")
+Adpate_model.add_layer("linear1")
+Adpate_model.add_layer("linear2")
+Adpate_model.reconstruct_model()
+model = Adpate_model.implement_lora(verbose=True)
+
+
+

setup.py

@@ -18,18 +18,29 @@
 
 setuptools.setup(
     name="AdapterLoRa",
-    version="1.1.4",
+    version="1.1.5",
     author="Youness EL BRAG",
     author_email="[email protected]",
     description="A Tool for adaptation Larger Transfomer-Based model and Quantization built top on libraries LoRa and LoRa-Torch.",
     long_description=long_description,
     long_description_content_type="text/markdown",
     url="https://github.com/youness-elbrag/AdapterLoRa/",
     packages=setuptools.find_packages(),
+    keywords = ['Quantization', 'AdapterLLM', 'PEFT'],   # Keywords that define your package best
+    install_requires=[            # I get to this in a second
+          'git+https://github.com/Baijiong-Lin/LoRA-Torch',
+          'git+https://github.com/microsoft/LoRA',
+      ],
     classifiers=[
-        "Programming Language :: Python :: 3",
-        "License :: OSI Approved :: MIT License",
-        "Operating System :: OS Independent",
+    'Development Status :: 4 - Beta',      # Chose either "3 - Alpha", "4 - Beta" or "5 - Production/Stable" as the current state of your package
+    'Intended Audience :: Developers',      # Define that your audience are developers
+    'Topic :: Software Development :: Build Tools',
+    'License :: OSI Approved :: MIT License',   # Again, pick a license
+    'Programming Language :: Python :: 3.7',      #Specify which pyhton versions that you want to support
+    'Programming Language :: Python :: 3.8',
+    'Programming Language :: Python :: 3.9',
+    'Programming Language :: Python :: 3.10',
     ],
     python_requires='>=3.7',
-)
+)
+