🚀 Refined BitTransformerLM: Organized codebase with best practices

pyproject.toml

@@ -4,22 +4,60 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "bit-transformer-lm"
-version = "1.0.0-rc1"
-description = "Production-grade bit-native transformer with built-in safety telemetry and enterprise features"
+version = "1.0.0"
+description = "Bit-native transformer with reversible layers, safety telemetry, and enterprise features"
 readme = "README.md"
 requires-python = ">=3.10"
-license = {text = "All Rights Reserved"}
+license = {text = "AGPL-3.0"}
 authors = [{name = "WCNegentropy", email = "research@wcnegentropy.com"}]
-keywords = ["transformer", "language-model", "safety", "telemetry", "distributed-training", "quantization"]
+keywords = [
+    "transformer",
+    "language-model",
+    "bit-native",
+    "reversible",
+    "safety",
+    "telemetry",
+    "distributed-training",
+    "quantization",
+    "pytorch"
+]
 classifiers = [
-    "Development Status :: 5 - Production/Stable",
+    "Development Status :: 4 - Beta",
     "Intended Audience :: Developers",
-    "Intended Audience :: Science/Research", 
+    "Intended Audience :: Science/Research",
     "Topic :: Scientific/Engineering :: Artificial Intelligence",
     "Topic :: Software Development :: Libraries :: Python Modules",
+    "License :: OSI Approved :: GNU Affero General Public License v3",
     "Programming Language :: Python :: 3",
     "Programming Language :: Python :: 3.10",
     "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+]
+dependencies = [
+    "torch>=2.0.0",
+    "numpy>=1.21.0",
+    "scikit-learn>=1.0.0",
+    "matplotlib>=3.5.0",
+    "datasets>=2.0.0",
+    "huggingface-hub>=0.10.0",
+    "requests>=2.25.0",
+]
+
+[project.optional-dependencies]
+dashboard = [
+    "gradio>=4.0.0",
+    "flask>=2.0.0",
+    "watchdog>=2.0.0",
+]
+distributed = [
+    "accelerate>=0.20.0",
+]
+dev = [
+    "pytest>=7.0.0",
+    "black>=22.0.0",
+    "isort>=5.10.0",
+    "mypy>=1.0.0",
+    "ruff>=0.1.0",
 ]
 
 [project.urls]
@@ -28,5 +66,46 @@ Documentation = "https://github.com/WCNegentropy/BitTransformerLM/blob/main/READ
 Repository = "https://github.com/WCNegentropy/BitTransformerLM"
 Issues = "https://github.com/WCNegentropy/BitTransformerLM/issues"
 
+[project.scripts]
+bit-transformer-train = "bit_transformer.cli:train_cli"
+bit-transformer-infer = "bit_transformer.cli:infer_cli"
+bit-transformer-dashboard = "bit_transformer.cli:dashboard_cli"
+
 [tool.setuptools.packages.find]
 include = ["bit_transformer"]
+
+[tool.black]
+line-length = 88
+target-version = ["py310", "py311", "py312"]
+
+[tool.isort]
+profile = "black"
+multi_line_output = 3
+
+[tool.mypy]
+python_version = "3.10"
+warn_return_any = true
+warn_unused_configs = true
+disallow_untyped_defs = true
+
+[tool.ruff]
+target-version = "py310"
+line-length = 88
+
+[tool.ruff.lint]
+select = [
+    "E",  # pycodestyle errors
+    "W",  # pycodestyle warnings
+    "F",  # pyflakes
+    "I",  # isort
+    "B",  # flake8-bugbear
+    "C4", # flake8-comprehensions
+    "UP", # pyupgrade
+]
+ignore = []
+
+[tool.pytest.ini_options]
+testpaths = ["tests", "scripts/testing"]
+python_files = "test_*.py"
+python_functions = "test_*"
+addopts = "-v --tb=short"