| --- |
| license: mit |
| pretty_name: Code2LoRA-Evo (evolution track, GRU) |
| tags: [code, assertion-completion, repository-level] |
| configs: |
| - config_name: commits |
| data_files: |
| - {split: train, path: commits/train.parquet} |
| - {split: cr_val, path: commits/cr_val.parquet} |
| - {split: cr_test, path: commits/cr_test.parquet} |
| - config_name: qna |
| data_files: |
| - {split: train, path: qna/train.parquet} |
| - {split: cr_val, path: qna/cr_val.parquet} |
| - {split: cr_test, path: qna/cr_test.parquet} |
| - {split: ir_val, path: qna/ir_val.parquet} |
| - {split: ir_test, path: qna/ir_test.parquet} |
| --- |
| |
| # Code2LoRA-Evo — evolution track (GRU) |
|
|
| Everything the **Code2LoRA-Evo** GRU hypernetwork consumes, post-cap and |
| self-contained. The GRU walks per-commit `diff_embedding` / |
| `repo_state_embedding` and is trained with the smart-capped |
| (`<=8`/commit, `<=4`/file) training QnAs; evaluation uses the paper's |
| eval-time cap (first `<=8` QnAs per (repo, commit)). |
|
|
| | config | split | rows | role | |
| |---|---|---:|---| |
| | commits | train | 58,617 | per-commit diff + repo-state embeddings | |
| | commits | cr_val / cr_test | 8,614 / 6,618 | held-out repo commit walks | |
| | qna | train | 215,129 | smart-capped training loss (`Code2LoRA-Evo`) | |
| | qna | cr_val | 58,944 | capped eval (`<=8`/commit) | |
| | qna | cr_test | 44,732 | capped eval | |
| | qna | ir_val | 38,783 | capped eval | |
| | qna | ir_test | 42,061 | capped eval | |
|
|
| Join `commits` and `qna` on `(repo_id, commit_sha)`. |
|
|
| ```python |
| from datasets import load_dataset |
| commits = load_dataset("code2lora/code2lora-evo", "commits") |
| qna = load_dataset("code2lora/code2lora-evo", "qna") |
| ``` |
|
|
| Companion datasets: `code2lora/code2lora-static`, |
| `code2lora/code2lora-static-anchor`, `code2lora/repopeftbench-ood`. |
|
|
