Updated Client,Server Package and Docs

Author: UtkarshTheDev

.github/workflows/publish.yml

@@ -4,10 +4,19 @@ on:
   push:
     branches:
       - main
+    paths:
+      - 'locallab/**'
+      - 'client/python_client/**'
+      - 'setup.py'
+      - 'client/python_client/setup.py'
 
 jobs:
   build-and-publish:
     runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        package: ['locallab', 'client/python_client']
+    
     steps:
       - name: Checkout code
         uses: actions/checkout@v3
@@ -23,10 +32,28 @@ jobs:
           pip install build twine
 
       - name: Build package
-        run: python -m build --sdist --wheel
+        run: |
+          cd ${{ matrix.package }}
+          python -m build --sdist --wheel
 
       - name: Publish package to PyPI
         uses: pypa/gh-action-pypi-publish@v1.4.2
         with:
+          packages_dir: ${{ matrix.package }}/dist/
           user: __token__
           password: ${{ secrets.PYPI_API_TOKEN }}
+
+      - name: Create Release
+        uses: actions/create-release@v1
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        with:
+          tag_name: v${{ github.run_number }}
+          release_name: Release v${{ github.run_number }}
+          body: |
+            Release v${{ github.run_number }}
+            
+            Changes in this release:
+            - See CHANGELOG.md for details
+          draft: false
+          prerelease: false

CHANGELOG.md

@@ -2,12 +2,32 @@
 
 All notable changes to LocalLab will be documented in this file.
 
+## 0.4.23 - 2025-03-13
+
+### Fixed
+
+- Fixed critical issue with BERT model loading by removing device_map for BERT models
+- Added proper BERT model configuration for text generation
+- Improved model loading process with better architecture detection
+- Enhanced error handling for different model architectures
+- Fixed memory management for CPU-only environments
+- Added automatic model type detection and configuration
+- Improved compatibility with various model architectures
+- Enhanced error messages for better debugging
+
+### Added
+
+- Added support for BERT models in text generation mode
+- Implemented automatic model architecture detection
+- Added proper model-specific configurations
+- Enhanced memory optimization for different model types
+
 ## 0.4.22 - 2025-03-12
 
 ### Fixed
 
 - Fixed critical issue with server not terminating properly when Ctrl+C is pressed
-- Improved process termination by using os.\_exit() instead of sys.exit() for clean shutdown
+- Improved process termination by using os._exit() instead of sys.exit() for clean shutdown
 - Added CPU compatibility by disabling quantization when CUDA is not available
 - Fixed bitsandbytes error for CPU-only systems with clear warning messages
 - Enhanced user experience with better error handling for non-GPU environments
@@ -55,7 +75,7 @@ All notable changes to LocalLab will be documented in this file.
 - Implemented proper ASGI server in SimpleTCPServer for handling API requests
 - Added support for uvicorn's H11Protocol for better request handling
 - Improved fallback server implementation with proper HTTP request parsing
-- Enhanced API documentation to show correct URLs based on environment
+- Fixed API documentation to show correct URLs based on environment
 - Fixed API examples to show local URL or ngrok URL based on configuration
 - Ensured server works correctly in both local and Google Colab environments
 
@@ -108,7 +128,7 @@ All notable changes to LocalLab will be documented in this file.
 
 - Fixed critical error: "'Config' object has no attribute 'server_class'"
 - Implemented custom startup method that doesn't rely on config.server_class
-- Fixed import issues in Google Colab by properly exposing start_server in **init**.py
+- Fixed import issues in Google Colab by properly exposing start_server in __init__.py
 - Enhanced compatibility with different versions of uvicorn
 - Improved server initialization for more reliable startup
 - Added direct TCPServer initialization for better compatibility
@@ -139,7 +159,7 @@ All notable changes to LocalLab will be documented in this file.
 
 ### Fixed
 
-- Fixed critical error: "LifespanOn.**init**() takes 2 positional arguments but 3 were given"
+- Fixed critical error: "LifespanOn.__init__() takes 2 positional arguments but 3 were given"
 - Enhanced lifespan initialization to handle different uvicorn versions with varying parameter requirements
 - Implemented comprehensive parameter testing for all lifespan classes to ensure compatibility
 - Added detailed logging for lifespan initialization to aid in troubleshooting
@@ -149,7 +169,7 @@ All notable changes to LocalLab will be documented in this file.
 
 ### Fixed
 
-- Fixed critical error with LifespanOn initialization: "LifespanOn.**init**() got an unexpected keyword argument 'logger'"
+- Fixed critical error with LifespanOn initialization: "LifespanOn.__init__() got an unexpected keyword argument 'logger'"
 - Improved compatibility with different versions of uvicorn by properly handling lifespan initialization
 - Enhanced error handling for different lifespan implementations
 - Added graceful fallbacks when lifespan initialization fails
@@ -487,4 +507,4 @@ All notable changes to LocalLab will be documented in this file.
 - Refactored `run_server_proc` in the spawned process to initialize a dedicated logger ("locallab.spawn") to avoid inheriting SemLock objects from a fork context.
 - Ensured that the log queue is created using the multiprocessing spawn context, preventing runtime errors in Google Colab.
 - Updated Mermaid diagrams in `README.md` and `docs/colab/README.md` to enclose node labels in double quotes, resolving parse errors in GitHub rendering.
-- Removed duplicate architecture diagrams from the root `
+- Removed duplicate architecture diagrams from the root `README.md` file.