Source Code Map

Source Code Map and Provenance

Path	What it contains
parallel_llm_inference.py	Recommended standalone CLI. Restored from a Python %%writefile cell within the uploaded mislabeled JSON notebook
Parallel_LLM_Inference_Colab_Kaggle.ipynb	Notebook reconstructed from the uploaded notebook JSON mislabeled with .py extension
reviews.jsonl	48 synthetic review examples
requirements.txt	Correct installable dependencies
requirements-notebook.txt	Optional notebook UI dependencies
wiki/	GitHub Wiki pages, with embedded Mermaid diagrams
diagrams/	Original, editable Mermaid .mmd files
scripts/publish-wiki.cmd	Windows-friendly Wiki publishing launcher
legacy/	Exact copies of all six originally uploaded files

Original mismatches: The attached README described parallel_llm_inference.py and Parallel_LLM_Inference_Colab_Kaggle.ipynb, but those files were not present under those names. The uploaded parallel_llm_inference_corrected_kaggle.py was actually Jupyter notebook JSON; the uploaded parallel_llm_inference_colab.ipynb describes DDP training rather than batch inference. Both originals were preserved without rewriting in legacy/.