Rename RepTrace to LLM-DNA

Author: JerryLife

.github/workflows/release.yml

@@ -103,7 +103,7 @@ jobs:
       id-token: write
     environment:
       name: pypi
-      url: https://pypi.org/p/reptrace
+      url: https://pypi.org/p/llm-dna
 
     steps:
       - name: Download Dist Artifact

LICENSE

@@ -175,7 +175,7 @@
 
    END OF TERMS AND CONDITIONS
 
-   Copyright 2026 RepTrace Project
+   Copyright 2026 LLM-DNA Project
 
    Licensed under the Apache License, Version 2.0 (the "License");
    you may not use this file except in compliance with the License.

README.md

@@ -1,7 +1,7 @@
-# RepTrace
+# LLM-DNA
 
 [![Python 3.10+](https://img.shields.io/badge/python-3.10+-blue.svg)](https://www.python.org/downloads/)
-[![PyPI version](https://badge.fury.io/py/reptrace.svg)](https://badge.fury.io/py/reptrace)
+[![PyPI version](https://badge.fury.io/py/llm-dna.svg)](https://badge.fury.io/py/llm-dna)
 [![License](https://img.shields.io/badge/License-Apache_2.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)
 [![Tests](https://img.shields.io/badge/tests-17%20passed-brightgreen.svg)](#tests)
 
@@ -11,7 +11,7 @@
 
 ## Overview
 
-The explosive growth of large language models has created a vast but opaque landscape: millions of models exist, yet their evolutionary relationships through fine-tuning, distillation, or adaptation are often undocumented. **RepTrace** provides a general, scalable, training-free pipeline for extracting LLM DNA — mathematically-grounded representations that satisfy inheritance and genetic determinism properties.
+The explosive growth of large language models has created a vast but opaque landscape: millions of models exist, yet their evolutionary relationships through fine-tuning, distillation, or adaptation are often undocumented. **LLM-DNA** provides a general, scalable, training-free pipeline for extracting LLM DNA — mathematically-grounded representations that satisfy inheritance and genetic determinism properties.
 
 **Key Features:**
 - 🧬 Extract DNA vectors from any HuggingFace or local model
@@ -23,13 +23,15 @@ The explosive growth of large language models has created a vast but opaque land
 ## Installation
 
 ```bash
-pip install reptrace
+pip install llm-dna
 ```
 
+Use `llm-dna` for install/package naming, and `llm_dna` for Python imports.
+
 ## Quick Start
 
 ```python
-from reptrace import DNAExtractionConfig, calc_dna
+from llm_dna import DNAExtractionConfig, calc_dna
 
 config = DNAExtractionConfig(
     model_name="distilgpt2",
@@ -45,7 +47,7 @@ print(f"DNA shape: {result.vector.shape}")  # (128,)
 ## Python API
 
 ```python
-from reptrace import DNAExtractionConfig, calc_dna
+from llm_dna import DNAExtractionConfig, calc_dna
 
 config = DNAExtractionConfig(
     model_name="Qwen/Qwen2.5-0.5B-Instruct",
@@ -103,7 +105,7 @@ pytest tests/ -m "not slow"
 
 ## Citation
 
-If you use RepTrace in your research, please cite:
+If you use LLM-DNA in your research, please cite:
 
 ```bibtex
 @inproceedings{wu2026llmdna,

pyproject.toml

@@ -1,8 +1,8 @@
 [project]
-name = "reptrace"
-version = "0.1.2b1"
+name = "llm-dna"
+version = "0.0.1"
 description = "Extract LLM DNA vectors — low-dimensional representations that capture functional behavior and model evolution."
-authors = [{ name = "RepTrace Project" }]
+authors = [{ name = "LLM-DNA Project" }]
 license = { file = "LICENSE" }
 readme = "README.md"
 requires-python = ">=3.10"
@@ -43,8 +43,8 @@ dev = [
 ]
 
 [project.scripts]
-reptrace = "reptrace.cli:main"
-calc-dna = "reptrace.cli:main"
+llm-dna = "llm_dna.cli:main"
+calc-dna = "llm_dna.cli:main"
 
 [build-system]
 requires = ["hatchling"]
@@ -60,7 +60,7 @@ include = [
 ]
 
 [tool.hatch.build.targets.wheel]
-packages = ["src/reptrace"]
+packages = ["src/llm_dna"]
 
 [tool.pytest.ini_options]
 testpaths = ["tests"]

scripts/calc_dna.py

@@ -1,6 +1,6 @@
 #!/usr/bin/env python3
 """
-Example script demonstrating RepTrace DNA extraction API.
+Example script demonstrating LLM-DNA DNA extraction API.
 
 Usage:
     python scripts/calc_dna.py
@@ -19,12 +19,12 @@
 if str(SRC) not in sys.path:
     sys.path.insert(0, str(SRC))
 
-from reptrace import DNAExtractionConfig, calc_dna, calc_dna_parallel
+from llm_dna import DNAExtractionConfig, calc_dna, calc_dna_parallel
 
 
 def main():
     parser = argparse.ArgumentParser(
-        description="Extract DNA vector from an LLM using RepTrace.",
+        description="Extract DNA vector from an LLM using LLM-DNA.",
         formatter_class=argparse.ArgumentDefaultsHelpFormatter,
     )
     parser.add_argument(

src/reptrace/__init__.py src/llm_dna/__init__.pysrc/reptrace/__init__.py renamed to src/llm_dna/__init__.py

@@ -1,4 +1,4 @@
-"""RepTrace: LLM DNA extraction toolkit."""
+"""LLM-DNA: LLM DNA extraction toolkit."""
 
 __all__ = [
     "__version__",
@@ -9,7 +9,7 @@
     "calc_dna_batch",
 ]
 
-__version__ = "0.1.1b1"
+__version__ = "0.0.1"
 
 
 def __getattr__(name: str):
@@ -36,4 +36,4 @@ def __getattr__(name: str):
             "calc_dna_batch": calc_dna_batch,
         }
         return exports[name]
-    raise AttributeError(f"module 'reptrace' has no attribute {name!r}")
+    raise AttributeError(f"module 'llm_dna' has no attribute {name!r}")

src/reptrace/api.py src/llm_dna/api.pysrc/reptrace/api.py renamed to src/llm_dna/api.py

@@ -1,4 +1,4 @@
-"""CLI entrypoint for RepTrace DNA extraction."""
+"""CLI entrypoint for LLM-DNA DNA extraction."""
 
 from __future__ import annotations
 
@@ -44,7 +44,7 @@ def _parse_gpu_ids(raw_gpus: str) -> List[int]:
 def parse_arguments(argv: Optional[Iterable[str]] = None) -> argparse.Namespace:
     """Parse command line arguments."""
     parser = argparse.ArgumentParser(
-        description="Extract DNA vectors from LLMs using RepTrace.",
+        description="Extract DNA vectors from LLMs using LLM-DNA.",
         formatter_class=argparse.ArgumentDefaultsHelpFormatter,
     )
 

src/reptrace/cli.py src/llm_dna/cli.pysrc/reptrace/cli.py renamed to src/llm_dna/cli.py

@@ -1,4 +1,4 @@
-"""RepTrace core extraction module."""
+"""LLM-DNA core extraction module."""
 
 from .extraction import (
     load_model_metadata,