Datasets:
Tasks:
Text Classification
Formats:
parquet
Sub-tasks:
semantic-similarity-classification
Languages:
code
Size:
1M - 10M
License:
sync EmbedEd artifacts (phase01-v7)
Browse files- .gitattributes +1 -0
- artifacts/runs/C4_16/checkpoint.pt +3 -0
- artifacts/runs/C4_16/eval_config.json +13 -0
- artifacts/runs/C4_16/eval_metrics.json +37 -0
- artifacts/runs/C4_16/metrics.json +22 -0
- artifacts/runs/C4_16/predictions.npz +3 -0
- artifacts/runs/C4_16/run_config.json +39 -0
- artifacts/runs/C4_16/train_log.jsonl +0 -0
- sync_manifest.json +8 -1
.gitattributes
CHANGED
|
@@ -72,3 +72,4 @@ artifacts/runs/C2_18/predictions.npz filter=lfs diff=lfs merge=lfs -text
|
|
| 72 |
artifacts/runs/C4_13/predictions.npz filter=lfs diff=lfs merge=lfs -text
|
| 73 |
artifacts/runs/C4_14/predictions.npz filter=lfs diff=lfs merge=lfs -text
|
| 74 |
artifacts/runs/C4_15/predictions.npz filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
| 72 |
artifacts/runs/C4_13/predictions.npz filter=lfs diff=lfs merge=lfs -text
|
| 73 |
artifacts/runs/C4_14/predictions.npz filter=lfs diff=lfs merge=lfs -text
|
| 74 |
artifacts/runs/C4_15/predictions.npz filter=lfs diff=lfs merge=lfs -text
|
| 75 |
+
artifacts/runs/C4_16/predictions.npz filter=lfs diff=lfs merge=lfs -text
|
artifacts/runs/C4_16/checkpoint.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d2724440edefd6ee5de21927042658c568e8a5cf97689f1cd7bb9d6b80075ee6
|
| 3 |
+
size 498668483
|
artifacts/runs/C4_16/eval_config.json
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"condition": "C4",
|
| 3 |
+
"seed": 16,
|
| 4 |
+
"smoke": false,
|
| 5 |
+
"version": "phase01-v7",
|
| 6 |
+
"model_id": "microsoft/graphcodebert-base",
|
| 7 |
+
"pooling": "mean",
|
| 8 |
+
"max_len": 512,
|
| 9 |
+
"eval_batch": 64,
|
| 10 |
+
"threshold_policy": "max_f1_on_valid",
|
| 11 |
+
"pairs_source": "artifacts/pairs_{valid,test}.tsv",
|
| 12 |
+
"fingerprint": "515bfea628abb636"
|
| 13 |
+
}
|
artifacts/runs/C4_16/eval_metrics.json
ADDED
|
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"condition": "C4",
|
| 3 |
+
"seed": 16,
|
| 4 |
+
"version": "phase01-v7",
|
| 5 |
+
"fingerprint": "515bfea628abb636",
|
| 6 |
+
"smoke": false,
|
| 7 |
+
"model": "microsoft/graphcodebert-base + C4 seed 16 (step 4000)",
|
| 8 |
+
"threshold_policy": "max_f1_on_valid",
|
| 9 |
+
"threshold": 0.508343,
|
| 10 |
+
"valid": {
|
| 11 |
+
"precision": 0.35,
|
| 12 |
+
"recall": 0.5766,
|
| 13 |
+
"f1": 0.4356,
|
| 14 |
+
"n": 415416
|
| 15 |
+
},
|
| 16 |
+
"valid_map_at_r": 0.2648,
|
| 17 |
+
"test_f1": 0.4418,
|
| 18 |
+
"test_precision": 0.3436,
|
| 19 |
+
"test_recall": 0.6183,
|
| 20 |
+
"test_map_at_r": 0.2735,
|
| 21 |
+
"test": {
|
| 22 |
+
"precision": 0.3436,
|
| 23 |
+
"recall": 0.6183,
|
| 24 |
+
"f1": 0.4418,
|
| 25 |
+
"tp": 35131,
|
| 26 |
+
"fp": 67100,
|
| 27 |
+
"fn": 21689,
|
| 28 |
+
"n": 415416
|
| 29 |
+
},
|
| 30 |
+
"n_fragments_encoded": 1685,
|
| 31 |
+
"n_pairs": {
|
| 32 |
+
"valid": 415416,
|
| 33 |
+
"test": 415416
|
| 34 |
+
},
|
| 35 |
+
"encode_seconds": 17.9,
|
| 36 |
+
"evaluated_utc": "2026-10-02T07:41:36Z"
|
| 37 |
+
}
|
artifacts/runs/C4_16/metrics.json
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"condition": "C4",
|
| 3 |
+
"seed": 16,
|
| 4 |
+
"version": "phase01-v7",
|
| 5 |
+
"fingerprint": "06913599d911a356",
|
| 6 |
+
"smoke": false,
|
| 7 |
+
"loss_final_mean": 0.019201,
|
| 8 |
+
"loss_last": 0.002889,
|
| 9 |
+
"steps": 4000,
|
| 10 |
+
"triples": 32000,
|
| 11 |
+
"epochs": 1,
|
| 12 |
+
"train_seconds": 2574.6,
|
| 13 |
+
"triples_per_s": 1.55,
|
| 14 |
+
"checkpoint": "/content/embeded-artifacts/runs/C4_16/checkpoint.pt",
|
| 15 |
+
"device": "cuda",
|
| 16 |
+
"checkpoint_reload": {
|
| 17 |
+
"tensors": 199,
|
| 18 |
+
"epoch": 1,
|
| 19 |
+
"step": 4000
|
| 20 |
+
},
|
| 21 |
+
"finished_utc": "2026-10-02T07:41:06Z"
|
| 22 |
+
}
|
artifacts/runs/C4_16/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:03f642585de56b470df9bd31b3e6e6227d9e0a3afb8079080b8fa773924740f1
|
| 3 |
+
size 3103057
|
artifacts/runs/C4_16/run_config.json
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"version": "phase01-v7",
|
| 3 |
+
"condition": "C4",
|
| 4 |
+
"seed": 16,
|
| 5 |
+
"smoke": false,
|
| 6 |
+
"model_id": "microsoft/graphcodebert-base",
|
| 7 |
+
"pooling": "mean",
|
| 8 |
+
"option": "A (token-only)",
|
| 9 |
+
"loss": "triplet",
|
| 10 |
+
"triplet_margin": 0.1,
|
| 11 |
+
"optimizer": "adamw",
|
| 12 |
+
"lr": 2e-05,
|
| 13 |
+
"weight_decay": 0.01,
|
| 14 |
+
"warmup_steps": 100,
|
| 15 |
+
"grad_clip": 1.0,
|
| 16 |
+
"batch": 8,
|
| 17 |
+
"epochs": 1,
|
| 18 |
+
"max_len": 512,
|
| 19 |
+
"amp_dtype": "float16",
|
| 20 |
+
"grad_checkpoint": false,
|
| 21 |
+
"k_negatives": 20,
|
| 22 |
+
"train_pairs_cap": 32000,
|
| 23 |
+
"threshold_policy": "max_f1_on_valid",
|
| 24 |
+
"seed_list": [
|
| 25 |
+
13,
|
| 26 |
+
14,
|
| 27 |
+
15
|
| 28 |
+
],
|
| 29 |
+
"artifacts": {
|
| 30 |
+
"fragments.jsonl": "9cbcb4fce6b1a2dc",
|
| 31 |
+
"mining_summary.json": "0e03a79bbba9223d",
|
| 32 |
+
"corpus_emb.meta.json": "afd86a6a44713aa2",
|
| 33 |
+
"triples_C1.jsonl": "c03e4f2884aeabc6",
|
| 34 |
+
"triples_C2.jsonl": "2808d153017b1396",
|
| 35 |
+
"triples_C3.jsonl": "eb65c51b04535db2",
|
| 36 |
+
"triples_C4.jsonl": "408e5df05b46e732"
|
| 37 |
+
},
|
| 38 |
+
"fingerprint": "06913599d911a356"
|
| 39 |
+
}
|
artifacts/runs/C4_16/train_log.jsonl
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
sync_manifest.json
CHANGED
|
@@ -1,6 +1,6 @@
|
|
| 1 |
{
|
| 2 |
"version": "phase01-v7",
|
| 3 |
-
"synced_at_utc": "2026-10-
|
| 4 |
"staged_files": [
|
| 5 |
"artifacts/audit/audit_key.csv",
|
| 6 |
"artifacts/audit/audit_labels.csv",
|
|
@@ -155,6 +155,13 @@
|
|
| 155 |
"artifacts/runs/C4_15/predictions.npz",
|
| 156 |
"artifacts/runs/C4_15/run_config.json",
|
| 157 |
"artifacts/runs/C4_15/train_log.jsonl",
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 158 |
"artifacts/runs/smoke_C1_13/eval_config.json",
|
| 159 |
"artifacts/runs/smoke_C1_13/eval_metrics.json",
|
| 160 |
"artifacts/runs/smoke_C1_13/metrics.json",
|
|
|
|
| 1 |
{
|
| 2 |
"version": "phase01-v7",
|
| 3 |
+
"synced_at_utc": "2026-10-02T07:42:18Z",
|
| 4 |
"staged_files": [
|
| 5 |
"artifacts/audit/audit_key.csv",
|
| 6 |
"artifacts/audit/audit_labels.csv",
|
|
|
|
| 155 |
"artifacts/runs/C4_15/predictions.npz",
|
| 156 |
"artifacts/runs/C4_15/run_config.json",
|
| 157 |
"artifacts/runs/C4_15/train_log.jsonl",
|
| 158 |
+
"artifacts/runs/C4_16/checkpoint.pt",
|
| 159 |
+
"artifacts/runs/C4_16/eval_config.json",
|
| 160 |
+
"artifacts/runs/C4_16/eval_metrics.json",
|
| 161 |
+
"artifacts/runs/C4_16/metrics.json",
|
| 162 |
+
"artifacts/runs/C4_16/predictions.npz",
|
| 163 |
+
"artifacts/runs/C4_16/run_config.json",
|
| 164 |
+
"artifacts/runs/C4_16/train_log.jsonl",
|
| 165 |
"artifacts/runs/smoke_C1_13/eval_config.json",
|
| 166 |
"artifacts/runs/smoke_C1_13/eval_metrics.json",
|
| 167 |
"artifacts/runs/smoke_C1_13/metrics.json",
|