Add CodeLeWM checkpoint artifact codelewm-scaled-20260520-9699b53
Browse files- checkpoints/codelewm-scaled-20260520-9699b53/checkpoints/checkpoint.pt +3 -0
- checkpoints/codelewm-scaled-20260520-9699b53/checkpoints/checkpoint.pt.manifest.json +14 -0
- checkpoints/codelewm-scaled-20260520-9699b53/config.json +51 -0
- checkpoints/codelewm-scaled-20260520-9699b53/manifest.json +96 -0
- checkpoints/codelewm-scaled-20260520-9699b53/metrics.jsonl +1 -0
- checkpoints/codelewm-scaled-20260520-9699b53/reports/metrics_report.json +28 -0
- checkpoints/codelewm-scaled-20260520-9699b53/reports/torch_training_report.json +52 -0
- checkpoints/codelewm-scaled-20260520-9699b53/training_manifest.json +69 -0
checkpoints/codelewm-scaled-20260520-9699b53/checkpoints/checkpoint.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:09bf8d3880ec272a858dd9b19f2b29622a66a5ebbef6dbd1f8e4ebeb8b6392b8
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size 351495453
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checkpoints/codelewm-scaled-20260520-9699b53/checkpoints/checkpoint.pt.manifest.json
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{
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"checkpoint_path": "checkpoint.pt",
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"checkpoint_sha256": "09bf8d3880ec272a858dd9b19f2b29622a66a5ebbef6dbd1f8e4ebeb8b6392b8",
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"metadata": {
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"action_view": "text",
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"config_hash": "72822cb45ab87284e629399b567b0f6daa882d79e2f3454654b0835880a73408",
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"latent_dim": 256,
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| 8 |
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"model_class": "TorchCodeTransitionModel",
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"record_schema_version": "codelewm.transition.v1",
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"schema_version": "codelewm.checkpoint.v1"
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},
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"migration_hook": null,
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"schema_version": "codelewm.checkpoint.v1"
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}
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checkpoints/codelewm-scaled-20260520-9699b53/config.json
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{
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"data": {
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"manifest": "/CodeLeWM/.artifacts/hf/codelewm-scaled-20260520-9699b53/pack/manifest.json",
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"train": "/CodeLeWM/.artifacts/hf/codelewm-scaled-20260520-9699b53/pack/hdf5/train.hdf5",
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"val": "/CodeLeWM/.artifacts/hf/codelewm-scaled-20260520-9699b53/pack/hdf5/val.hdf5"
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},
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"loader": {
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"batch_size": 64,
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"num_workers": 4,
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"persistent_workers": true,
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"pin_memory": true,
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"shuffle": true
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},
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"loss": {
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"enable_retrieval_loss": false,
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"retrieval_temperature": 0.1,
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"retrieval_weight": 0.0,
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"sigreg_knots": 17,
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"sigreg_num_proj": 1024,
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"sigreg_weight": 0.09
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},
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"name": "codelewm_scaled_gpu_a10g",
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"optimizer": {
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"lr": 0.0001,
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"type": "AdamW",
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"weight_decay": 0.001
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},
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"output": {
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"checkpoint_dir": "/CodeLeWM/.artifacts/hf/codelewm-scaled-20260520-9699b53/train/checkpoints",
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"manifest_path": "/CodeLeWM/.artifacts/hf/codelewm-scaled-20260520-9699b53/train/training_manifest.json",
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"metrics_path": "/CodeLeWM/.artifacts/hf/codelewm-scaled-20260520-9699b53/train/metrics.jsonl",
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"run_dir": "/CodeLeWM/.artifacts/hf/codelewm-scaled-20260520-9699b53/train"
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},
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"schema_version": "codelewm.train_config.v1",
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"seed": 240119,
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"trainer": {
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"accelerator": "gpu",
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"devices": 1,
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"gradient_clip_val": 1.0,
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"max_steps": 60000,
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"precision": "bf16-mixed"
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},
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"wm": {
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"action_sequence_length": 256,
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"action_view": "text",
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"embed_dim": 256,
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"history_size": 1,
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"num_preds": 1,
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"state_sequence_length": 1024
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}
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}
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checkpoints/codelewm-scaled-20260520-9699b53/manifest.json
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{
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"artifact_id": "training_run-d9074199c0d58911",
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"artifact_kind": "training_run",
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"command": [
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"codelewm",
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"train",
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"--config",
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"/CodeLeWM/.artifacts/hf/codelewm-scaled-20260520-9699b53/configs/train.json",
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"--executor",
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"torch",
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"--device",
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"auto",
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"--overwrite",
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"--json",
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"--log-jsonl",
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"/CodeLeWM/.artifacts/hf/codelewm-scaled-20260520-9699b53/logs/train.jsonl"
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],
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"config_sha256": "119507eb9909ba9c8dac134595266f5a941ea5c1d096ceeb61679da14d336dad",
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"created_at": "2026-05-20T06:22:58Z",
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"files": [
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{
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"bytes": 1556,
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"path": "config.json",
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"sha256": "889396e0262d4fadefa558ccab00934fac29ad58f307643a81612cca73d98488"
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},
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{
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"bytes": 1040,
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"path": "metrics.jsonl",
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"sha256": "68a6b2d80774a62f31b87e9d6ee3c4b36978eddeb1805a849d47458b8871ffd9"
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},
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{
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"bytes": 1150,
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"path": "reports/metrics_report.json",
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"sha256": "ea1a938c6a3b90f74c2eea9ab09723c004f24a4f7043fb3bdc7edfc95516f34f"
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},
|
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{
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"bytes": 351495453,
|
| 38 |
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"path": "checkpoints/checkpoint.pt",
|
| 39 |
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"sha256": "09bf8d3880ec272a858dd9b19f2b29622a66a5ebbef6dbd1f8e4ebeb8b6392b8"
|
| 40 |
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},
|
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{
|
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"bytes": 511,
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"path": "checkpoints/checkpoint.pt.manifest.json",
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| 44 |
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"sha256": "b18a57a783d2c4693f7c99489ad4752ce6fa1ba8b64a61ccef688dfb599189fd"
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},
|
| 46 |
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{
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| 47 |
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"bytes": 1893,
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| 48 |
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"path": "reports/torch_training_report.json",
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| 49 |
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"sha256": "12d3ace9319d0c1b379d32986365fc2b20baad839c2f20ba2a86d249b4672004"
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| 50 |
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}
|
| 51 |
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],
|
| 52 |
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"metadata": {
|
| 53 |
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"dataset_manifest_path": ".artifacts/hf/codelewm-scaled-20260520-9699b53/pack/manifest.json",
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| 54 |
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"executor": {
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| 55 |
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"checkpoint_schema_version": "codelewm.checkpoint.v1",
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| 56 |
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"device": "cuda",
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| 57 |
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"executor": "torch",
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| 58 |
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"precision": "bf16-mixed",
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| 59 |
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"torch": "2.12.0+cu130",
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| 60 |
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"train_rows": 18019,
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| 61 |
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"val_rows": 1291
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},
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"final_metrics": {
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"collapse/effective_rank": 5.437364589252875,
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| 65 |
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"collapse/effective_rank_ratio": 0.02123970542676904,
|
| 66 |
+
"collapse/embedding_count": 192.0,
|
| 67 |
+
"collapse/embedding_norm_mean": 14.346564877617572,
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| 68 |
+
"collapse/latent_dim": 256.0,
|
| 69 |
+
"collapse/nearest_neighbor_entropy": 4.85942433071649,
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| 70 |
+
"collapse/pairwise_cosine_mean": 0.008317808396257337,
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| 71 |
+
"collapse/per_dim_variance_max": 3.289028716596054,
|
| 72 |
+
"collapse/per_dim_variance_median": 0.6952048902794287,
|
| 73 |
+
"collapse/per_dim_variance_min": 0.0540634111270202,
|
| 74 |
+
"loss/prediction_mse": 0.005166558548808098,
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| 75 |
+
"loss/sigreg": 1.203125,
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| 76 |
+
"loss/sigreg_weighted": 0.1083984375,
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| 77 |
+
"loss/total": 0.11356499791145325,
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| 78 |
+
"train/examples": 3833852.0,
|
| 79 |
+
"train/examples_per_second": 1103.204300183749,
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| 80 |
+
"train/gradient_norm": 1.8980227708816528,
|
| 81 |
+
"val/loss/prediction_mse": 0.17075516851175399,
|
| 82 |
+
"val/loss/sigreg": 2.048149585723877,
|
| 83 |
+
"val/loss/sigreg_weighted": 0.1843334688317208,
|
| 84 |
+
"val/loss/total": 0.3550886376982644
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| 85 |
+
},
|
| 86 |
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"run_id": "codelewm_scaled_gpu_a10g",
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| 87 |
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"schema_version": "codelewm.training_run.v1",
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| 88 |
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"seed": 240119,
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| 89 |
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"step_count": 60000
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| 90 |
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},
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| 91 |
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"parent_artifacts": [
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| 92 |
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"dataset-ef8ad3f4f48dea9e"
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| 93 |
+
],
|
| 94 |
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"schema_version": "codelewm.artifact_manifest.v1",
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| 95 |
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"source_git_sha": "9699b5309e43a3278f272663ef60cda23040d92a"
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}
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checkpoints/codelewm-scaled-20260520-9699b53/metrics.jsonl
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{"metrics": {"collapse/effective_rank": 5.437364589252875, "collapse/effective_rank_ratio": 0.02123970542676904, "collapse/embedding_count": 192.0, "collapse/embedding_norm_mean": 14.346564877617572, "collapse/latent_dim": 256.0, "collapse/nearest_neighbor_entropy": 4.85942433071649, "collapse/pairwise_cosine_mean": 0.008317808396257337, "collapse/per_dim_variance_max": 3.289028716596054, "collapse/per_dim_variance_median": 0.6952048902794287, "collapse/per_dim_variance_min": 0.0540634111270202, "loss/prediction_mse": 0.005166558548808098, "loss/sigreg": 1.203125, "loss/sigreg_weighted": 0.1083984375, "loss/total": 0.11356499791145325, "train/examples": 3833852.0, "train/examples_per_second": 1103.204300183749, "train/gradient_norm": 1.8980227708816528, "val/loss/prediction_mse": 0.17075516851175399, "val/loss/sigreg": 2.048149585723877, "val/loss/sigreg_weighted": 0.1843334688317208, "val/loss/total": 0.3550886376982644}, "run_id": "codelewm_scaled_gpu_a10g", "schema_version": "codelewm.training_metrics.v1", "step": 60000}
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checkpoints/codelewm-scaled-20260520-9699b53/reports/metrics_report.json
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{
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"final_metrics": {
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| 3 |
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"collapse/effective_rank": 5.437364589252875,
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| 4 |
+
"collapse/effective_rank_ratio": 0.02123970542676904,
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| 5 |
+
"collapse/embedding_count": 192.0,
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| 6 |
+
"collapse/embedding_norm_mean": 14.346564877617572,
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| 7 |
+
"collapse/latent_dim": 256.0,
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| 8 |
+
"collapse/nearest_neighbor_entropy": 4.85942433071649,
|
| 9 |
+
"collapse/pairwise_cosine_mean": 0.008317808396257337,
|
| 10 |
+
"collapse/per_dim_variance_max": 3.289028716596054,
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| 11 |
+
"collapse/per_dim_variance_median": 0.6952048902794287,
|
| 12 |
+
"collapse/per_dim_variance_min": 0.0540634111270202,
|
| 13 |
+
"loss/prediction_mse": 0.005166558548808098,
|
| 14 |
+
"loss/sigreg": 1.203125,
|
| 15 |
+
"loss/sigreg_weighted": 0.1083984375,
|
| 16 |
+
"loss/total": 0.11356499791145325,
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| 17 |
+
"train/examples": 3833852.0,
|
| 18 |
+
"train/examples_per_second": 1103.204300183749,
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| 19 |
+
"train/gradient_norm": 1.8980227708816528,
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| 20 |
+
"val/loss/prediction_mse": 0.17075516851175399,
|
| 21 |
+
"val/loss/sigreg": 2.048149585723877,
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| 22 |
+
"val/loss/sigreg_weighted": 0.1843334688317208,
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| 23 |
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"val/loss/total": 0.3550886376982644
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| 24 |
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},
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| 25 |
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"run_id": "codelewm_scaled_gpu_a10g",
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| 26 |
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"schema_version": "codelewm.training_metrics.v1",
|
| 27 |
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"step_count": 60000
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| 28 |
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}
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checkpoints/codelewm-scaled-20260520-9699b53/reports/torch_training_report.json
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|
|
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|
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|
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|
|
| 1 |
+
{
|
| 2 |
+
"collapse_report": {
|
| 3 |
+
"effective_rank": 5.437364589252875,
|
| 4 |
+
"effective_rank_ratio": 0.02123970542676904,
|
| 5 |
+
"embedding_count": 192,
|
| 6 |
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|
| 7 |
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|
| 8 |
+
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|
| 9 |
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|
| 10 |
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|
| 11 |
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|
| 12 |
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"per_dim_variance_min": 0.0540634111270202,
|
| 13 |
+
"schema_version": "codelewm.eval.collapse_report.v1"
|
| 14 |
+
},
|
| 15 |
+
"dataset": {
|
| 16 |
+
"action_view": "text",
|
| 17 |
+
"train_rows": 18019,
|
| 18 |
+
"val_rows": 1291
|
| 19 |
+
},
|
| 20 |
+
"metrics": {
|
| 21 |
+
"collapse/effective_rank": 5.437364589252875,
|
| 22 |
+
"collapse/effective_rank_ratio": 0.02123970542676904,
|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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"collapse/nearest_neighbor_entropy": 4.85942433071649,
|
| 27 |
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|
| 28 |
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"collapse/per_dim_variance_max": 3.289028716596054,
|
| 29 |
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|
| 30 |
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"collapse/per_dim_variance_min": 0.0540634111270202,
|
| 31 |
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"loss/prediction_mse": 0.005166558548808098,
|
| 32 |
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"loss/sigreg": 1.203125,
|
| 33 |
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"loss/sigreg_weighted": 0.1083984375,
|
| 34 |
+
"loss/total": 0.11356499791145325,
|
| 35 |
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"train/examples": 3833852.0,
|
| 36 |
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"train/examples_per_second": 1103.204300183749,
|
| 37 |
+
"train/gradient_norm": 1.8980227708816528,
|
| 38 |
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"val/loss/prediction_mse": 0.17075516851175399,
|
| 39 |
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"val/loss/sigreg": 2.048149585723877,
|
| 40 |
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"val/loss/sigreg_weighted": 0.1843334688317208,
|
| 41 |
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|
| 42 |
+
},
|
| 43 |
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"run_id": "codelewm_scaled_gpu_a10g",
|
| 44 |
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"runtime": {
|
| 45 |
+
"device": "cuda",
|
| 46 |
+
"dtype": "torch.bfloat16",
|
| 47 |
+
"precision": "bf16-mixed",
|
| 48 |
+
"torch": "2.12.0+cu130"
|
| 49 |
+
},
|
| 50 |
+
"schema_version": "codelewm.torch_training_report.v1",
|
| 51 |
+
"step_count": 60000
|
| 52 |
+
}
|
checkpoints/codelewm-scaled-20260520-9699b53/training_manifest.json
ADDED
|
@@ -0,0 +1,69 @@
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|
|
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|
|
|
|
|
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|
|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"artifact_manifest_id": "training_run-d9074199c0d58911",
|
| 3 |
+
"artifact_manifest_path": "manifest.json",
|
| 4 |
+
"checkpoint_files": [
|
| 5 |
+
{
|
| 6 |
+
"bytes": 351495453,
|
| 7 |
+
"path": "checkpoints/checkpoint.pt",
|
| 8 |
+
"sha256": "09bf8d3880ec272a858dd9b19f2b29622a66a5ebbef6dbd1f8e4ebeb8b6392b8"
|
| 9 |
+
},
|
| 10 |
+
{
|
| 11 |
+
"bytes": 511,
|
| 12 |
+
"path": "checkpoints/checkpoint.pt.manifest.json",
|
| 13 |
+
"sha256": "b18a57a783d2c4693f7c99489ad4752ce6fa1ba8b64a61ccef688dfb599189fd"
|
| 14 |
+
}
|
| 15 |
+
],
|
| 16 |
+
"config_path": "config.json",
|
| 17 |
+
"config_sha256": "119507eb9909ba9c8dac134595266f5a941ea5c1d096ceeb61679da14d336dad",
|
| 18 |
+
"dataset_manifest_path": ".artifacts/hf/codelewm-scaled-20260520-9699b53/pack/manifest.json",
|
| 19 |
+
"final_metrics": {
|
| 20 |
+
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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| 30 |
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"loss/prediction_mse": 0.005166558548808098,
|
| 31 |
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|
| 32 |
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"loss/sigreg_weighted": 0.1083984375,
|
| 33 |
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|
| 34 |
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"train/examples": 3833852.0,
|
| 35 |
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"train/examples_per_second": 1103.204300183749,
|
| 36 |
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|
| 37 |
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|
| 38 |
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|
| 39 |
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|
| 40 |
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|
| 41 |
+
},
|
| 42 |
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"metadata": {
|
| 43 |
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|
| 44 |
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|
| 45 |
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"device": "cuda",
|
| 46 |
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"executor": "torch",
|
| 47 |
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|
| 48 |
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|
| 49 |
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|
| 50 |
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|
| 51 |
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}
|
| 52 |
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},
|
| 53 |
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"metrics_path": "metrics.jsonl",
|
| 54 |
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"metrics_report_path": "reports/metrics_report.json",
|
| 55 |
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"parent_artifacts": [
|
| 56 |
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"dataset-ef8ad3f4f48dea9e"
|
| 57 |
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],
|
| 58 |
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"report_files": [
|
| 59 |
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{
|
| 60 |
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"bytes": 1893,
|
| 61 |
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"path": "reports/torch_training_report.json",
|
| 62 |
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"sha256": "12d3ace9319d0c1b379d32986365fc2b20baad839c2f20ba2a86d249b4672004"
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| 63 |
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|
| 64 |
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|
| 65 |
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"run_id": "codelewm_scaled_gpu_a10g",
|
| 66 |
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|
| 67 |
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|
| 68 |
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"step_count": 60000
|
| 69 |
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|