From 790fcbf587ad25ce25d455c702f5a8a51d4cb4b1 Mon Sep 17 00:00:00 2001 From: "google-labs-jules[bot]" <161369871+google-labs-jules[bot]@users.noreply.github.com> Date: Fri, 12 Sep 2025 16:29:09 +0000 Subject: [PATCH 1/2] feat: Prepare project for PyPI packaging This commit prepares the `scratchgpt` project for packaging and distribution on PyPI. Key changes include: - Updated `pyproject.toml` with a project description, classifiers, and repository URLs to improve package metadata. - Populated `scratchgpt/__init__.py` to define a clean public API, exposing the core `TransformerLanguageModel` and configuration classes. - Added tokenizer dependencies to the `dev` group to ensure the test suite runs correctly in a development environment. --- pyproject.toml | 14 ++- scratchgpt/__init__.py | 17 ++++ uv.lock | 216 +++++++++++++++++++++-------------------- 3 files changed, 140 insertions(+), 107 deletions(-) diff --git a/pyproject.toml b/pyproject.toml index 2395b94..cd1cba1 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,13 +1,19 @@ [project] name = "scratchgpt" version = "0.3.0" -description = "Add your description here" +description = "A small-scale transformer-based language model implemented from scratch in Python." authors = [ { name = "Aleksandr Yeganov", email = "ayeganov@gmail.com"}, { name = "Dario Cazzani", email ="dariocazzani@gmail.com" } ] readme = "README.md" requires-python = ">=3.12" +classifiers = [ + "Programming Language :: Python :: 3", + "License :: OSI Approved :: MIT License", + "Operating System :: OS Independent", + "Topic :: Scientific/Engineering :: Artificial Intelligence", +] dependencies = [ "numpy>=2.3.2", "ptflops>=0.7.5", @@ -19,6 +25,10 @@ dependencies = [ "types-tqdm>=4.67.0.20250809", ] +[project.urls] +Homepage = "https://github.com/LabStrangeLoop/scratchgpt" +Repository = "https://github.com/LabStrangeLoop/scratchgpt" + [project.optional-dependencies] hf-tokenizers = [ "tokenizers>=0.19.0", @@ -32,6 +42,8 @@ dev = [ "mypy>=1.17.1", "pytest>=8.4.1", "ruff>=0.1.0", + "tokenizers>=0.19.0", + "huggingface-hub>=0.34.4", ] [tool.pytest.ini_options] diff --git a/scratchgpt/__init__.py b/scratchgpt/__init__.py index e69de29..f523820 100644 --- a/scratchgpt/__init__.py +++ b/scratchgpt/__init__.py @@ -0,0 +1,17 @@ +""" +ScratchGPT: A small-scale transformer-based language model implemented from scratch. +""" + +from scratchgpt.config import ( + ScratchGPTArchitecture, + ScratchGPTConfig, + ScratchGPTTraining, +) +from scratchgpt.model.model import TransformerLanguageModel + +__all__ = [ + "TransformerLanguageModel", + "ScratchGPTConfig", + "ScratchGPTArchitecture", + "ScratchGPTTraining", +] diff --git a/uv.lock b/uv.lock index 3bafb11..a295965 100644 --- a/uv.lock +++ b/uv.lock @@ -1,5 +1,5 @@ version = 1 -revision = 3 +revision = 2 requires-python = ">=3.12" [[package]] @@ -288,65 +288,65 @@ wheels = [ [[package]] name = "numpy" -version = "2.3.2" -source = { registry = "https://pypi.org/simple" } -sdist = { url = "https://files.pythonhosted.org/packages/37/7d/3fec4199c5ffb892bed55cff901e4f39a58c81df9c44c280499e92cad264/numpy-2.3.2.tar.gz", hash = "sha256:e0486a11ec30cdecb53f184d496d1c6a20786c81e55e41640270130056f8ee48", size = 20489306, upload-time = "2025-07-24T21:32:07.553Z" } -wheels = [ - { url = 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dev = [ { name = "bandit", specifier = ">=1.8.6" }, + { name = "huggingface-hub", specifier = ">=0.34.4" }, { name = "mypy", specifier = ">=1.17.1" }, { name = "pytest", specifier = ">=8.4.1" }, { name = "ruff", specifier = ">=0.1.0" }, + { name = "tokenizers", specifier = ">=0.19.0" }, ] [[package]] From 51ea64ca18bbabe00d54ccb2c3b66fd4893c726b Mon Sep 17 00:00:00 2001 From: "google-labs-jules[bot]" <161369871+google-labs-jules[bot]@users.noreply.github.com> Date: Fri, 12 Sep 2025 16:37:08 +0000 Subject: [PATCH 2/2] feat: Expose interfaces and implementations in public API Based on user feedback, this commit expands the public API of the `scratchgpt` package to make it more extensible and reusable. Key changes include: - Updated `scratchgpt/__init__.py` to export interfaces, classes, and functions from the `tokenizer`, `data`, `training`, and `model_io` modules. - This allows users to import and build upon the library's core components, such as `DataSource`, `Trainer`, and `Tokenizer`. --- scratchgpt/__init__.py | 55 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 55 insertions(+) diff --git a/scratchgpt/__init__.py b/scratchgpt/__init__.py index f523820..9171f60 100644 --- a/scratchgpt/__init__.py +++ b/scratchgpt/__init__.py @@ -7,11 +7,66 @@ ScratchGPTConfig, ScratchGPTTraining, ) +from scratchgpt.data.datasource import ( + ByteSizableDataSource, + DataSource, + FileDataSource, + FolderDataSource, + LineByLineFileDataSource, +) from scratchgpt.model.model import TransformerLanguageModel +from scratchgpt.model_io import ( + ModelLoadFailedError, + TokenizerLoadFailedError, + get_best_model_weights_path, + get_latest_model_weights_path, + get_tokenizer, + get_tokenizer_path, + load_model, + load_tokenizer, + save_tokenizer, +) +from scratchgpt.tokenizer.base_tokenizer import ( + SerializableTokenizer, + Tokenizer, + register_tokenizer, +) +from scratchgpt.tokenizer.char_tokenizer import CharTokenizer, Utf8Tokenizer +from scratchgpt.tokenizer.hf_tokenizer import HuggingFaceTokenizer +from scratchgpt.tokenizer.tiktoken import TiktokenWrapper +from scratchgpt.training.trainer import Trainer, get_dtype_for_vocab_size __all__ = [ + # Core Model and Config "TransformerLanguageModel", "ScratchGPTConfig", "ScratchGPTArchitecture", "ScratchGPTTraining", + # Data Sources + "DataSource", + "ByteSizableDataSource", + "FileDataSource", + "FolderDataSource", + "LineByLineFileDataSource", + # Model I/O + "load_model", + "load_tokenizer", + "save_tokenizer", + "get_tokenizer", + "get_best_model_weights_path", + "get_latest_model_weights_path", + "get_tokenizer_path", + "ModelLoadFailedError", + "TokenizerLoadFailedError", + # Tokenizers + "Tokenizer", + "SerializableTokenizer", + "register_tokenizer", + "CharTokenizer", + "Utf8Tokenizer", + "HuggingFaceTokenizer", + "TiktokenWrapper", + # Training + "Trainer", + "get_dtype_for_vocab_size", ]