Download data-provenance.json from jfrick/simple-llm-python-124m-5b: direct link, hf CLI and curl.
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4.29 kB
| { | |
| "experiment": "python-124m-muon-5b", | |
| "public_source_snapshots": [ | |
| { | |
| "dataset": "codeparrot/codeparrot-clean-train", | |
| "revision": "3e6ab65f2864931e041f6a82db9b5a6ec2b71ab4", | |
| "representation": "complete Python files; dataset snapshot is pinned, individual upstream Git commits are not supplied" | |
| }, | |
| { | |
| "dataset": "common-pile/stackexchange", | |
| "revision": "5ec3aa2e65b7c61b7c18f1ff18ccbc4d3279a23c", | |
| "representation": "complete explanatory Python Stack Overflow threads with per-record CC-BY-SA attribution" | |
| } | |
| ], | |
| "collected_repositories": "Complete pinned Git blobs from the user's collected snapshots; prefer recent snapshots and consume retained collected files first within each category. Repository identities, commits and notices remain in the private ledger.", | |
| "existing_source_pools": "Pinned prepared CodeParrot, FineWeb-Edu, FineMath, Gutenberg and programming-documentation pools. Original database hashes, upstream record metadata and license evidence remain in the private ledger.", | |
| "filters": [ | |
| "Exclusive implementation, tests/examples, Python documentation and supporting-text categories", | |
| "Exclude vendored, generated, minified, boilerplate-heavy and malformed files; preserve accepted text unchanged", | |
| "Python 3.12 AST validation; newer syntax can be conservatively excluded", | |
| "Exact file/document deduplication across sources; near clones can remain", | |
| "Per-repository/category cap of 1 percent of that category's training budget", | |
| "Repository/thread holdouts before window construction; cross-source heldout repository and exact document-hash exclusions", | |
| "Exclude exact MBPP reference hashes; no exhaustive benchmark-contamination claim" | |
| ], | |
| "token_accounting": "Nonpadding next-token labels, including each document's EOS target. Existing frozen tokenizer; exact six-category budgets; prefer one pass, never exceed two.", | |
| "limitations": "Supplemental code and technical Q&A include older material. Heuristic filters and upstream licensing metadata are imperfect. Detailed provenance is retained privately; this file contains only aggregate and public-source information.", | |
| "corpus_database_sha256": "3942c0e7edccc426cbf7f0c3b9d69144f0511960a36e6615151645c38da41565", | |
| "tokenizer_sha256": "add5b2c7542e4efded329735825ecdcb94df1432617c3d3e4b7508aa459432f9", | |
| "capacity_by_origin": [ | |
| { | |
| "category": "books", | |
| "origin": "existing_pinned_pool", | |
| "documents": 923, | |
| "unique_train_targets": 102061503 | |
| }, | |
| { | |
| "category": "cs_math", | |
| "origin": "existing_pinned_pool", | |
| "documents": 153044, | |
| "unique_train_targets": 255001393 | |
| }, | |
| { | |
| "category": "general_education", | |
| "origin": "existing_pinned_pool", | |
| "documents": 113805, | |
| "unique_train_targets": 153000047 | |
| }, | |
| { | |
| "category": "python_documentation", | |
| "origin": "collected_git", | |
| "documents": 8796, | |
| "unique_train_targets": 27901636 | |
| }, | |
| { | |
| "category": "python_documentation", | |
| "origin": "existing_pinned_pool", | |
| "documents": 55, | |
| "unique_train_targets": 1975348 | |
| }, | |
| { | |
| "category": "python_documentation", | |
| "origin": "python_explanatory_qa", | |
| "documents": 620563, | |
| "unique_train_targets": 608879705 | |
| }, | |
| { | |
| "category": "python_implementation", | |
| "origin": "collected_git", | |
| "documents": 10392, | |
| "unique_train_targets": 41406577 | |
| }, | |
| { | |
| "category": "python_implementation", | |
| "origin": "existing_pinned_pool", | |
| "documents": 708699, | |
| "unique_train_targets": 1422349105 | |
| }, | |
| { | |
| "category": "python_implementation", | |
| "origin": "supplemental_python_file", | |
| "documents": 870723, | |
| "unique_train_targets": 1881084752 | |
| }, | |
| { | |
| "category": "python_tests_examples", | |
| "origin": "collected_git", | |
| "documents": 11828, | |
| "unique_train_targets": 38755717 | |
| }, | |
| { | |
| "category": "python_tests_examples", | |
| "origin": "existing_pinned_pool", | |
| "documents": 274648, | |
| "unique_train_targets": 680803158 | |
| }, | |
| { | |
| "category": "python_tests_examples", | |
| "origin": "supplemental_python_file", | |
| "documents": 281242, | |
| "unique_train_targets": 736400642 | |
| } | |
| ] | |
| } |