Datasets:
Tasks:
Text Classification
Formats:
parquet
Sub-tasks:
semantic-similarity-classification
Languages:
code
Size:
1M - 10M
License:
sync EmbedEd artifacts (phase01-v8)
Browse files- report/measurements.md +9 -3
- sync_manifest.json +35 -4
report/measurements.md
CHANGED
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@@ -608,9 +608,15 @@ Generated from `artifacts/runs/<condition>_<seed>/eval_metrics.json` by `python
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| C5 | 13 | 0.7269 | 0.7074 | 0.7474 | 0.6496 | 0.3945 | 415416 |
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| 609 |
| C5 | 14 | 0.7273 | 0.7004 | 0.7563 | 0.6379 | 0.4048 | 415416 |
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| 610 |
| C5 | 15 | 0.7321 | 0.7092 | 0.7566 | 0.6424 | 0.4314 | 415416 |
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| 611 |
| C6 | 13 | 0.4381 | 0.3049 | 0.7777 | 0.2031 | 0.8252 | 415416 |
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| 612 |
| C6 | 14 | 0.4760 | 0.3542 | 0.7255 | 0.1367 | 0.7955 | 415416 |
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| 613 |
| C6 | 15 | 0.4922 | 0.3608 | 0.7743 | 0.1482 | 0.8344 | 415416 |
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| 614 |
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| 615 |
| condition | runs | mean F1 | sd F1 | mean P | mean R | mean MAP@R |
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|---|---|---|---|---|---|---|
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@@ -619,12 +625,12 @@ Generated from `artifacts/runs/<condition>_<seed>/eval_metrics.json` by `python
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| 619 |
| C2 | 6 | 0.2555 | 0.0123 | 0.1547 | 0.7713 | 0.0474 |
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| 620 |
| C3 | 6 | 0.2733 | 0.0091 | 0.1854 | 0.5234 | 0.0772 |
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| 621 |
| C4 | 6 | 0.4349 | 0.0246 | 0.3597 | 0.5553 | 0.2760 |
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| 622 |
-
| C5 |
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| C6 |
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| 625 |
- C0 is the untuned baseline (one evaluation, not a trained condition) at mean F1 0.2572.
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- Among the trained conditions the highest mean F1 is C1 (0.7464); per-seed values above, not the best seed.
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| 627 |
-
- Sanity reference: published CodeXGLUE fine-tuned-CodeBERT F1 ~ 0.95 under a different model/protocol. Observed F1 range 0.2408–0.
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| 628 |
- 3 smoke-run result(s) are excluded from this table (harness checks, not measurements).
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- 2 result file(s) with conditions outside ['C0', 'C1', 'C2', 'C3', 'C4', 'C5', 'C6'] (Phase 3 sprime runs) are excluded from this table.
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| 630 |
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| 608 |
| C5 | 13 | 0.7269 | 0.7074 | 0.7474 | 0.6496 | 0.3945 | 415416 |
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| 609 |
| C5 | 14 | 0.7273 | 0.7004 | 0.7563 | 0.6379 | 0.4048 | 415416 |
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| 610 |
| C5 | 15 | 0.7321 | 0.7092 | 0.7566 | 0.6424 | 0.4314 | 415416 |
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| 611 |
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| C5 | 16 | 0.7490 | 0.7307 | 0.7684 | 0.6777 | 0.4011 | 415416 |
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| 612 |
+
| C5 | 17 | 0.7623 | 0.7490 | 0.7762 | 0.6977 | 0.4317 | 415416 |
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| 613 |
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| C5 | 18 | 0.7420 | 0.7109 | 0.7759 | 0.6721 | 0.4115 | 415416 |
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| 614 |
| C6 | 13 | 0.4381 | 0.3049 | 0.7777 | 0.2031 | 0.8252 | 415416 |
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| 615 |
| C6 | 14 | 0.4760 | 0.3542 | 0.7255 | 0.1367 | 0.7955 | 415416 |
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| 616 |
| C6 | 15 | 0.4922 | 0.3608 | 0.7743 | 0.1482 | 0.8344 | 415416 |
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| 617 |
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| C6 | 16 | 0.4524 | 0.3909 | 0.5368 | 0.2871 | 0.6253 | 415416 |
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| 618 |
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| C6 | 17 | 0.5151 | 0.3986 | 0.7281 | 0.2069 | 0.8229 | 415416 |
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| C6 | 18 | 0.4596 | 0.3348 | 0.7328 | 0.1137 | 0.6831 | 415416 |
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| condition | runs | mean F1 | sd F1 | mean P | mean R | mean MAP@R |
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|---|---|---|---|---|---|---|
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| C2 | 6 | 0.2555 | 0.0123 | 0.1547 | 0.7713 | 0.0474 |
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| C3 | 6 | 0.2733 | 0.0091 | 0.1854 | 0.5234 | 0.0772 |
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| C4 | 6 | 0.4349 | 0.0246 | 0.3597 | 0.5553 | 0.2760 |
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| C5 | 6 | 0.7399 | 0.0140 | 0.7179 | 0.7635 | 0.6629 |
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| C6 | 6 | 0.4722 | 0.0282 | 0.3574 | 0.7125 | 0.1826 |
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- C0 is the untuned baseline (one evaluation, not a trained condition) at mean F1 0.2572.
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- Among the trained conditions the highest mean F1 is C1 (0.7464); per-seed values above, not the best seed.
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| 633 |
+
- Sanity reference: published CodeXGLUE fine-tuned-CodeBERT F1 ~ 0.95 under a different model/protocol. Observed F1 range 0.2408–0.7623. A large discrepancy is a harness/protocol check (metric implementation, pair order, labels, threshold handling), not a reason to tune against the test split.
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- 3 smoke-run result(s) are excluded from this table (harness checks, not measurements).
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- 2 result file(s) with conditions outside ['C0', 'C1', 'C2', 'C3', 'C4', 'C5', 'C6'] (Phase 3 sprime runs) are excluded from this table.
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sync_manifest.json
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{
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"version": "phase01-v8",
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"synced_at_utc": "2026-10-02T19:
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"staged_files": [
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"artifacts/audit/audit_key.csv",
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"artifacts/audit/audit_labels.csv",
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"artifacts/runs/C4_18/predictions.npz",
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"artifacts/runs/C4_18/run_config.json",
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"artifacts/runs/C4_18/train_log.jsonl",
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"artifacts/runs/C5_13/eval_config.json",
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"artifacts/runs/C5_13/eval_metrics.json",
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"artifacts/runs/C5_13/metrics.json",
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"artifacts/runs/C5_13/predictions.npz",
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"artifacts/runs/C5_14/eval_config.json",
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"artifacts/runs/C5_15/predictions.npz",
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"artifacts/runs/C6_13/eval_metrics.json",
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"artifacts/runs/C6_13/metrics.json",
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"artifacts/runs/C6_13/predictions.npz",
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"artifacts/runs/C6_13/train_log.jsonl",
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"artifacts/runs/C6_14/eval_config.json",
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"artifacts/runs/C6_15/eval_config.json",
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"artifacts/runs/C6_15/predictions.npz",
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"artifacts/runs/C6_17/metrics.json",
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"artifacts/runs/smoke_C4_13/predictions.npz",
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"artifacts/runs/smoke_C4_13/run_config.json",
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"artifacts/runs/smoke_C4_13/train_log.jsonl",
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"artifacts/runs/smoke_C5_13/eval_config.json",
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"artifacts/runs/smoke_C5_13/eval_metrics.json",
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"artifacts/v5-backup/mining_summary.json",
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"artifacts/v5-backup/triples_C1.jsonl",
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"artifacts/v5-backup/triples_C2.jsonl",
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"artifacts/v5-backup/triples_C3.jsonl"
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],
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"excluded_patterns": [
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"sprime/*",
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{
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"version": "phase01-v8",
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"synced_at_utc": "2026-10-02T19:28:26Z",
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"staged_files": [
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"artifacts/audit/audit_key.csv",
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"artifacts/audit/audit_labels.csv",
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"artifacts/runs/C5_13/checkpoint.pt",
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"artifacts/runs/C6_13/train_log.jsonl",
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"artifacts/runs/C6_15/eval_config.json",
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"artifacts/runs/C6_15/train_log.jsonl",
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"artifacts/runs/C6_16/eval_config.json",
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"artifacts/runs/C6_16/run_config.json",
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"artifacts/runs/C6_16/train_log.jsonl",
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"artifacts/runs/C6_17/eval_config.json",
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"artifacts/runs/smoke_C4_13/train_log.jsonl",
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"artifacts/runs/smoke_C5_13/checkpoint.pt",
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"artifacts/runs/smoke_C5_13/eval_config.json",
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"artifacts/runs/smoke_C5_13/eval_metrics.json",
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"artifacts/runs/smoke_C5_13/metrics.json",
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"artifacts/v5-backup/mining_summary.json",
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"artifacts/v5-backup/triples_C1.jsonl",
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"artifacts/v5-backup/triples_C2.jsonl",
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"artifacts/v5-backup/triples_C3.jsonl",
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"report/measurements.md"
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],
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"excluded_patterns": [
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"sprime/*",
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