Datasets:
Tasks:
Text Classification
Formats:
parquet
Sub-tasks:
semantic-similarity-classification
Languages:
code
Size:
1M - 10M
License:
sync EmbedEd artifacts (phase01-v6)
Browse files- artifacts/runs/sprime_C1_14/checkpoint.pt +3 -0
- artifacts/runs/sprime_C1_14/eval_config.json +21 -0
- artifacts/runs/sprime_C1_14/eval_metrics.json +47 -0
- artifacts/runs/sprime_C1_14/metrics.json +27 -0
- artifacts/runs/sprime_C1_14/predictions.npz +0 -0
- artifacts/runs/sprime_C1_14/run_config.json +46 -0
- artifacts/runs/sprime_C1_14/train_log.jsonl +0 -0
- sync_manifest.json +8 -1
artifacts/runs/sprime_C1_14/checkpoint.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:7ad9ef05f304114c87da1cfc956917040e0eab7ab68b243846fcb1444549c8c3
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size 498668483
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artifacts/runs/sprime_C1_14/eval_config.json
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{
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"version": "phase01-v6",
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"condition": "C1",
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"seed": 14,
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"kind": "generalisation",
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"smoke": false,
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"corpus": "sprime (bcb_v2_sampled_bf)",
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"doi": "10.5281/zenodo.17238379",
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"holdout_functionalities": [
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"10",
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"13",
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"14"
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],
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"model_id": "microsoft/graphcodebert-base",
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"pooling": "mean",
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"max_len": 512,
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"eval_batch": 64,
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"threshold_policy": "max_f1_on_valid",
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"valid_frac": 0.1,
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"fingerprint": "1b7306e86c74ac23"
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}
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artifacts/runs/sprime_C1_14/eval_metrics.json
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{
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"condition": "C1",
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"seed": 14,
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"version": "phase01-v6",
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"fingerprint": "1b7306e86c74ac23",
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"smoke": false,
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"kind": "generalisation",
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| 8 |
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"model": "microsoft/graphcodebert-base + sprime C1 seed 14 (step 2000)",
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| 9 |
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"corpus": "sprime (bcb_v2_sampled_bf)",
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"doi": "10.5281/zenodo.17238379",
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"threshold_policy": "max_f1_on_valid",
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"holdout_functionalities": [
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"10",
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"13",
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"14"
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],
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"threshold": 0.602217,
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"f1_seen": 0.7639,
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"f1_unseen": 0.7564,
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"delta": 0.0075,
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"valid": {
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"precision": 0.6481,
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"recall": 0.93,
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"f1": 0.7639,
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"n": 400
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},
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"valid_map_at_r": 0.6241,
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"test_f1": 0.7564,
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"test_precision": 0.6576,
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"test_recall": 0.89,
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"test_map_at_r": 0.6225,
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"test": {
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"precision": 0.6576,
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"recall": 0.89,
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"f1": 0.7564,
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"tp": 267,
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"fp": 139,
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"fn": 33,
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"n": 600
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},
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"n_pairs": {
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"valid": 400,
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"test": 600
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},
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"encode_seconds": 11.2,
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| 46 |
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"evaluated_utc": "2026-09-28T12:59:44Z"
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}
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artifacts/runs/sprime_C1_14/metrics.json
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{
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"condition": "C1",
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"seed": 14,
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"version": "phase01-v6",
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"fingerprint": "3499bc6c05cdceb4",
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"smoke": false,
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| 7 |
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"kind": "generalisation",
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| 8 |
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"holdout_functionalities": [
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"10",
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"13",
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"14"
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],
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"loss_final_mean": 0.00634,
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"steps": 2000,
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"triples": 16000,
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"epochs": 1,
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"train_seconds": 1285.3,
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"triples_per_s": 1.56,
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"checkpoint": "/content/embeded-artifacts/runs/sprime_C1_14/checkpoint.pt",
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"device": "cuda",
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"checkpoint_reload": {
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"tensors": 199,
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"epoch": 1,
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"step": 2000
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},
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"finished_utc": "2026-09-28T12:59:31Z"
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}
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artifacts/runs/sprime_C1_14/predictions.npz
ADDED
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Binary file (4.62 kB). View file
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artifacts/runs/sprime_C1_14/run_config.json
ADDED
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{
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"version": "phase01-v6",
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"condition": "C1",
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"seed": 14,
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"smoke": false,
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| 6 |
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"kind": "generalisation",
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"corpus": "sprime (bcb_v2_sampled_bf)",
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"doi": "10.5281/zenodo.17238379",
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| 9 |
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"holdout_k": 3,
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"holdout_functionalities": [
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"10",
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"13",
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"14"
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],
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"threshold_policy": "max_f1_on_valid",
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"valid_frac": 0.1,
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"model_id": "microsoft/graphcodebert-base",
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"pooling": "mean",
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"option": "A (token-only)",
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"loss": "triplet",
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"triplet_margin": 0.1,
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"optimizer": "adamw",
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"lr": 2e-05,
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"weight_decay": 0.01,
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"warmup_steps": 100,
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"grad_clip": 1.0,
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"batch": 8,
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"epochs": 1,
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"max_len": 512,
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"amp_dtype": "float16",
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"grad_checkpoint": false,
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"k_negatives": 20,
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"sprime_train_cap": 16000,
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"seed_list": [
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13,
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14,
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15
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],
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"artifacts": {
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"sprime_fragments.jsonl": "e78d8608adefa3d7",
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"sprime_split.json": "b3df426088cd0ba3",
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"sprime_mining_summary.json": "f9a4ab9382b13da1",
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"sprime_triples_C1.jsonl": "82ac60bfe9c97321"
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},
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"fingerprint": "3499bc6c05cdceb4"
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}
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artifacts/runs/sprime_C1_14/train_log.jsonl
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The diff for this file is too large to render.
See raw diff
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sync_manifest.json
CHANGED
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{
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"version": "phase01-v6",
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"synced_at_utc": "2026-09-28T12:
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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/sprime_C1_13/predictions.npz",
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"artifacts/runs/sprime_C1_13/run_config.json",
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"artifacts/runs/sprime_C1_13/train_log.jsonl",
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"artifacts/sprime_census.json",
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"artifacts/sprime_emb.meta.json",
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"artifacts/sprime_emb.npy",
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{
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"version": "phase01-v6",
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"synced_at_utc": "2026-09-28T12:59:55Z",
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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/sprime_C1_13/predictions.npz",
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"artifacts/runs/sprime_C1_13/run_config.json",
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"artifacts/runs/sprime_C1_13/train_log.jsonl",
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"artifacts/runs/sprime_C1_14/checkpoint.pt",
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"artifacts/runs/sprime_C1_14/eval_config.json",
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"artifacts/runs/sprime_C1_14/eval_metrics.json",
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"artifacts/runs/sprime_C1_14/metrics.json",
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"artifacts/runs/sprime_C1_14/predictions.npz",
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"artifacts/runs/sprime_C1_14/run_config.json",
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"artifacts/runs/sprime_C1_14/train_log.jsonl",
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"artifacts/sprime_census.json",
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"artifacts/sprime_emb.meta.json",
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"artifacts/sprime_emb.npy",
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