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memory-lora-gemma4

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moncefem Claude Opus 4.8 commited on
Commit
cd50fed
·
1 Parent(s): 02f08b1

Push ALL raw datasets: commitpack (9 langs), RepoPeftBench/code2lora, combined corpora

Browse files

Adds the full raw training corpora (~9.5GB) previously kept local-only.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

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  1. .gitattributes +1 -0
  2. data/commitpack/c.jsonl +3 -0
  3. data/commitpack/go.jsonl +3 -0
  4. data/commitpack/java.jsonl +3 -0
  5. data/commitpack/javascript.jsonl +3 -0
  6. data/commitpack/multilang_commits.jsonl +3 -0
  7. data/commitpack/php.jsonl +3 -0
  8. data/commitpack/python.jsonl +3 -0
  9. data/commitpack/ruby.jsonl +3 -0
  10. data/commitpack/rust.jsonl +3 -0
  11. data/commitpack/typescript.jsonl +3 -0
  12. data/embeddings/combined_embeddings.parquet +3 -0
  13. data/embeddings/doc_embeddings.parquet +3 -0
  14. data/embeddings/real_code2lora_diffs.parquet +3 -0
  15. data/embeddings/real_code2lora_embeddings.parquet +3 -0
  16. data/qna/combined_qna.jsonl +3 -0
  17. data/qna/qna.jsonl +3 -0
  18. data/qna/real_code2lora_qna.jsonl +3 -0
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  24. data/real_code2lora/code2lora-evo/.cache/huggingface/download/commits/cr_val.parquet.metadata +3 -0
  25. data/real_code2lora/code2lora-evo/.cache/huggingface/download/commits/train.parquet.metadata +3 -0
  26. data/real_code2lora/code2lora-evo/.cache/huggingface/download/qna/cr_test.parquet.metadata +3 -0
  27. data/real_code2lora/code2lora-evo/.cache/huggingface/download/qna/cr_val.parquet.metadata +3 -0
  28. data/real_code2lora/code2lora-evo/.cache/huggingface/download/qna/ir_test.parquet.metadata +3 -0
  29. data/real_code2lora/code2lora-evo/.cache/huggingface/download/qna/ir_val.parquet.metadata +3 -0
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  32. data/real_code2lora/code2lora-evo/.gitattributes +60 -0
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  34. data/real_code2lora/code2lora-evo/commits/cr_test.parquet +3 -0
  35. data/real_code2lora/code2lora-evo/commits/cr_val.parquet +3 -0
  36. data/real_code2lora/code2lora-evo/commits/train.parquet +3 -0
  37. data/real_code2lora/code2lora-evo/qna/cr_test.parquet +3 -0
  38. data/real_code2lora/code2lora-evo/qna/cr_val.parquet +3 -0
  39. data/real_code2lora/code2lora-evo/qna/ir_test.parquet +3 -0
  40. data/real_code2lora/code2lora-evo/qna/ir_val.parquet +3 -0
  41. data/real_code2lora/code2lora-evo/qna/train.parquet +3 -0
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+ *.rar filter=lfs diff=lfs merge=lfs -text
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+ *.safetensors filter=lfs diff=lfs merge=lfs -text
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+ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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+ *.tar.* filter=lfs diff=lfs merge=lfs -text
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+ *.tar filter=lfs diff=lfs merge=lfs -text
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+ *.tflite filter=lfs diff=lfs merge=lfs -text
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+ *.tgz filter=lfs diff=lfs merge=lfs -text
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+ *.wasm filter=lfs diff=lfs merge=lfs -text
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+ *.xz filter=lfs diff=lfs merge=lfs -text
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+ *.zip filter=lfs diff=lfs merge=lfs -text
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+ *.zst filter=lfs diff=lfs merge=lfs -text
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+ *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - uncompressed
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+ *.pcm filter=lfs diff=lfs merge=lfs -text
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+ *.sam filter=lfs diff=lfs merge=lfs -text
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+ *.raw filter=lfs diff=lfs merge=lfs -text
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+ # Audio files - compressed
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+ *.aac filter=lfs diff=lfs merge=lfs -text
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+ *.flac filter=lfs diff=lfs merge=lfs -text
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+ *.mp3 filter=lfs diff=lfs merge=lfs -text
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+ *.ogg filter=lfs diff=lfs merge=lfs -text
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+ *.wav filter=lfs diff=lfs merge=lfs -text
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+ # Image files - uncompressed
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+ *.bmp filter=lfs diff=lfs merge=lfs -text
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+ *.gif filter=lfs diff=lfs merge=lfs -text
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+ *.png filter=lfs diff=lfs merge=lfs -text
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+ *.tiff filter=lfs diff=lfs merge=lfs -text
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+ # Image files - compressed
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+ *.jpg filter=lfs diff=lfs merge=lfs -text
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+ *.jpeg filter=lfs diff=lfs merge=lfs -text
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+ *.webp filter=lfs diff=lfs merge=lfs -text
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+ # Video files - compressed
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+ *.mp4 filter=lfs diff=lfs merge=lfs -text
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+ *.webm filter=lfs diff=lfs merge=lfs -text
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1
+ ---
2
+ license: mit
3
+ pretty_name: Code2LoRA-Evo (evolution track, GRU)
4
+ tags: [code, assertion-completion, repository-level]
5
+ configs:
6
+ - config_name: commits
7
+ data_files:
8
+ - {split: train, path: commits/train.parquet}
9
+ - {split: cr_val, path: commits/cr_val.parquet}
10
+ - {split: cr_test, path: commits/cr_test.parquet}
11
+ - config_name: qna
12
+ data_files:
13
+ - {split: train, path: qna/train.parquet}
14
+ - {split: cr_val, path: qna/cr_val.parquet}
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+ - {split: cr_test, path: qna/cr_test.parquet}
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+ - {split: ir_val, path: qna/ir_val.parquet}
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+ - {split: ir_test, path: qna/ir_test.parquet}
18
+ ---
19
+
20
+ # Code2LoRA-Evo — evolution track (GRU)
21
+
22
+ Everything the **Code2LoRA-Evo** GRU hypernetwork consumes, post-cap and
23
+ self-contained. The GRU walks per-commit `diff_embedding` /
24
+ `repo_state_embedding` and is trained with the smart-capped
25
+ (`<=8`/commit, `<=4`/file) training QnAs; evaluation uses the paper's
26
+ eval-time cap (first `<=8` QnAs per (repo, commit)).
27
+
28
+ | config | split | rows | role |
29
+ |---|---|---:|---|
30
+ | commits | train | 58,617 | per-commit diff + repo-state embeddings |
31
+ | commits | cr_val / cr_test | 8,614 / 6,618 | held-out repo commit walks |
32
+ | qna | train | 215,129 | smart-capped training loss (`Code2LoRA-Evo`) |
33
+ | qna | cr_val | 58,944 | capped eval (`<=8`/commit) |
34
+ | qna | cr_test | 44,732 | capped eval |
35
+ | qna | ir_val | 38,783 | capped eval |
36
+ | qna | ir_test | 42,061 | capped eval |
37
+
38
+ Join `commits` and `qna` on `(repo_id, commit_sha)`.
39
+
40
+ ```python
41
+ from datasets import load_dataset
42
+ commits = load_dataset("code2lora/code2lora-evo", "commits")
43
+ qna = load_dataset("code2lora/code2lora-evo", "qna")
44
+ ```
45
+
46
+ Companion datasets: `code2lora/code2lora-static`,
47
+ `code2lora/code2lora-static-anchor`, `code2lora/repopeftbench-ood`.
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