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+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mds filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text
+# Video files - compressed
+*.mp4 filter=lfs diff=lfs merge=lfs -text
+*.webm filter=lfs diff=lfs merge=lfs -text
diff --git a/data/real_code2lora/code2lora-evo/README.md b/data/real_code2lora/code2lora-evo/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..12076d4a9bd34d0eed0b624159820e7c340ac3df
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+++ b/data/real_code2lora/code2lora-evo/README.md
@@ -0,0 +1,47 @@
+---
+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`.
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diff --git a/data/real_code2lora/code2lora-static-anchor/README.md b/data/real_code2lora/code2lora-static-anchor/README.md
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+---
+license: mit
+pretty_name: Code2LoRA-Static anchor (evolution track)
+tags: [code, assertion-completion, repository-level]
+configs:
+- config_name: commits
+  data_files:
+  - {split: train, path: commits/train.parquet}
+  - {split: ir_val, path: commits/ir_val.parquet}
+  - {split: ir_test, path: commits/ir_test.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-Static (anchor) — evolution track
+
+The direct-projection **Code2LoRA-Static** variant reported in the paper's
+evolution-track / per-commit results: one anchor snapshot per repository
+with a 2048-d `repo_state_embedding`, no GRU rollout. It shares the
+evolution track's capped eval suites with `code2lora/code2lora-evo`.
+
+| config | split | rows | role |
+|---|---|---:|---|
+| commits | train | 400 | anchor commit repo-state embeddings |
+| commits | ir_val / ir_test | 5,710 / 6,179 | per-commit repo-state (eval) |
+| commits | cr_val / cr_test | 8,614 / 6,618 | per-commit repo-state (eval) |
+| qna | train | 44,149 | anchor training QnAs (`Code2LoRA-Static`) |
+| qna | cr_val / cr_test | 58,944 / 44,732 | capped eval (`<=8`/commit) |
+| qna | ir_val / ir_test | 38,783 / 42,061 | capped eval |
+
+```python
+from datasets import load_dataset
+commits = load_dataset("code2lora/code2lora-static-anchor", "commits")
+qna     = load_dataset("code2lora/code2lora-static-anchor", "qna")
+```
+
+Companion datasets: `code2lora/code2lora-static`,
+`code2lora/code2lora-evo`, `code2lora/repopeftbench-ood`.
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+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
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+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
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+*.zip filter=lfs diff=lfs merge=lfs -text
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+*tfevents* filter=lfs diff=lfs merge=lfs -text
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+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
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+*.aac filter=lfs diff=lfs merge=lfs -text
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+*.jpg filter=lfs diff=lfs merge=lfs -text
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+*.webp filter=lfs diff=lfs merge=lfs -text
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+---
+license: mit
+pretty_name: Code2LoRA-Static (static track, single snapshot)
+tags: [code, assertion-completion, repository-level]
+configs:
+- 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}
+- config_name: repos
+  data_files:
+  - {split: train, path: repos/train.parquet}
+  - {split: cr_val, path: repos/cr_val.parquet}
+  - {split: cr_test, path: repos/cr_test.parquet}
+---
+
+# Code2LoRA-Static — static track (single snapshot)
+
+The **Static track** of RepoPeftBench exactly as consumed by the paper's
+main-results table (`Code2LoRA-Static`, single anchor snapshot per
+repository). Contains only the paper-used QnAs (post quality-filter). For
+the out-of-distribution slice see `code2lora/repopeftbench-ood`.
+
+| config | split | rows |
+|---|---|---:|
+| qna | train | 39,612 |
+| qna | cr_val | 6,213 |
+| qna | cr_test | 6,414 |
+| qna | ir_val | 4,833 |
+| qna | ir_test | 5,222 |
+| repos | train / cr_val / cr_test | 409 / 51 / 52 |
+
+* `qna` — one row per assertion pair (`repo_id, prefix, target,
+  assertion_type, difficulty, test_file, test_function, test_class,
+  lineno, commit_idx`).
+* `repos` — frozen 2048-d Qwen3-Embedding repo-state vector per repo
+  (`repo_id, embedding`); IR suites reuse the train-repo embeddings.
+
+```python
+from datasets import load_dataset
+qna   = load_dataset("code2lora/code2lora-static", "qna")
+repos = load_dataset("code2lora/code2lora-static", "repos")
+```
+
+Companion datasets: `code2lora/code2lora-evo`,
+`code2lora/code2lora-static-anchor`, `code2lora/repopeftbench-ood`.
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new file mode 100644
index 0000000000000000000000000000000000000000..bed0738c7eeb449bca98b5d2f33c89a1ee56349a
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+++ b/data/real_code2lora/repopeftbench-ood/.gitattributes
@@ -0,0 +1,60 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.avro filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mds filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text
+# Video files - compressed
+*.mp4 filter=lfs diff=lfs merge=lfs -text
+*.webm filter=lfs diff=lfs merge=lfs -text
diff --git a/data/real_code2lora/repopeftbench-ood/README.md b/data/real_code2lora/repopeftbench-ood/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..386b5551b45aa00d3c005ae2a7330b6a070b1313
--- /dev/null
+++ b/data/real_code2lora/repopeftbench-ood/README.md
@@ -0,0 +1,36 @@
+---
+license: mit
+pretty_name: RepoPeftBench OOD holdout (static + evolution)
+tags: [code, assertion-completion, repository-level, ood]
+configs:
+- config_name: commits
+  data_files:
+  - {split: ood_test, path: commits/ood_test.parquet}
+- config_name: qna_static
+  data_files:
+  - {split: ood_test, path: qna_static/ood_test.parquet}
+- config_name: qna_evo
+  data_files:
+  - {split: ood_test, path: qna_evo/ood_test.parquet}
+---
+
+# RepoPeftBench — OOD holdout (static + evolution)
+
+Post-cutoff out-of-distribution repositories, holding both evaluation
+views used in the paper's OOD table, post-cap and self-contained.
+
+| config | split | rows | role |
+|---|---|---:|---|
+| commits | ood_test | 1,950 | per-commit diff + repo-state embeddings (GRU / anchor) |
+| qna_static | ood_test | 9,942 | static-track prompts (prompt-based OOD rows) |
+| qna_evo | ood_test | 14,813 | commit-derived capped eval (`<=8`/commit) |
+
+```python
+from datasets import load_dataset
+commits    = load_dataset("code2lora/repopeftbench-ood", "commits")
+qna_static = load_dataset("code2lora/repopeftbench-ood", "qna_static")
+qna_evo    = load_dataset("code2lora/repopeftbench-ood", "qna_evo")
+```
+
+Companion datasets: `code2lora/code2lora-static`,
+`code2lora/code2lora-evo`, `code2lora/code2lora-static-anchor`.
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