Add CodeLeWM checkpoint artifact codelewm-action-use-20260520-6650183
Browse files- checkpoints/codelewm-action-use-20260520-6650183/checkpoints/checkpoint.pt +3 -0
- checkpoints/codelewm-action-use-20260520-6650183/checkpoints/checkpoint.pt.manifest.json +14 -0
- checkpoints/codelewm-action-use-20260520-6650183/config.json +54 -0
- checkpoints/codelewm-action-use-20260520-6650183/manifest.json +111 -0
- checkpoints/codelewm-action-use-20260520-6650183/metrics.jsonl +1 -0
- checkpoints/codelewm-action-use-20260520-6650183/reports/metrics_report.json +32 -0
- checkpoints/codelewm-action-use-20260520-6650183/reports/torch_training_report.json +67 -0
- checkpoints/codelewm-action-use-20260520-6650183/training_manifest.json +84 -0
checkpoints/codelewm-action-use-20260520-6650183/checkpoints/checkpoint.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:1e361498c722893c9754abcc9c2efa4499a615590572b77c7f0de939e789ac66
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size 351495773
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checkpoints/codelewm-action-use-20260520-6650183/checkpoints/checkpoint.pt.manifest.json
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{
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"checkpoint_path": "checkpoint.pt",
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"checkpoint_sha256": "1e361498c722893c9754abcc9c2efa4499a615590572b77c7f0de939e789ac66",
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"metadata": {
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"action_view": "text",
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"config_hash": "7903d135afcbc66a8c3a55859d67fbceea2ef9bbe4623bec9250ba31e8409de9",
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"latent_dim": 256,
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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-action-use-20260520-6650183/config.json
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{
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"data": {
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"manifest": "/CodeLeWM/.artifacts/hf/codelewm-action-use-20260520-6650183/pack/manifest.json",
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"train": "/CodeLeWM/.artifacts/hf/codelewm-action-use-20260520-6650183/pack/hdf5/train.hdf5",
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"val": "/CodeLeWM/.artifacts/hf/codelewm-action-use-20260520-6650183/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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"action_use_margin": 0.02,
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"action_use_margin_weight": 0.25,
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"enable_action_use_margin": true,
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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_action_use_margin_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-action-use-20260520-6650183/train/checkpoints",
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"manifest_path": "/CodeLeWM/.artifacts/hf/codelewm-action-use-20260520-6650183/train/training_manifest.json",
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"metrics_path": "/CodeLeWM/.artifacts/hf/codelewm-action-use-20260520-6650183/train/metrics.jsonl",
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"run_dir": "/CodeLeWM/.artifacts/hf/codelewm-action-use-20260520-6650183/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-action-use-20260520-6650183/manifest.json
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{
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"artifact_id": "training_run-ce98fe8768af2143",
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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-action-use-20260520-6650183/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-action-use-20260520-6650183/logs/train.jsonl"
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],
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| 18 |
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"config_sha256": "a950dab9a3511f531f2afda08edef0d291f5cc7f6747826e95caa6a2cea8b039",
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"created_at": "2026-05-20T10:16:48Z",
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"files": [
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{
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"bytes": 1709,
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"path": "config.json",
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"sha256": "508212142c2e7add15c11200b96fc983fce3656f41e443a9ac25b9554491845e"
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},
|
| 26 |
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{
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"bytes": 1282,
|
| 28 |
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"path": "metrics.jsonl",
|
| 29 |
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"sha256": "b06e0fdc2a427b9e82d9e5481242b1e814adcce56adfc0bd6b718dc0c52bd8b8"
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},
|
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{
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"bytes": 1408,
|
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"path": "reports/metrics_report.json",
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"sha256": "1c7cae88ef9521f3363e0e66773bc8b67921a1b5253ab157ca1d9582755d4cd8"
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},
|
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{
|
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"bytes": 351495773,
|
| 38 |
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"path": "checkpoints/checkpoint.pt",
|
| 39 |
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"sha256": "1e361498c722893c9754abcc9c2efa4499a615590572b77c7f0de939e789ac66"
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| 40 |
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},
|
| 41 |
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{
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| 42 |
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"bytes": 511,
|
| 43 |
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"path": "checkpoints/checkpoint.pt.manifest.json",
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| 44 |
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"sha256": "29be4cea4092bb8e514215b3d486545be8423e0e6c9797efca3d225e5745c512"
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},
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| 46 |
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{
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| 47 |
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"bytes": 2461,
|
| 48 |
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"path": "reports/torch_training_report.json",
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| 49 |
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"sha256": "46b142008a953d322a73f11c59ca4d5338fcf214527713b3e4c55e66aca28823"
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}
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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-action-use-20260520-6650183/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",
|
| 56 |
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"device": "cuda",
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| 57 |
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"executor": "torch",
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| 58 |
+
"objective": {
|
| 59 |
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"action_use_margin": 0.02,
|
| 60 |
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"action_use_margin_weight": 0.25,
|
| 61 |
+
"enable_action_use_margin": true,
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| 62 |
+
"enable_retrieval_loss": false,
|
| 63 |
+
"retrieval_temperature": 0.1,
|
| 64 |
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"retrieval_weight": 0.0,
|
| 65 |
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"sigreg_knots": 17,
|
| 66 |
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"sigreg_num_proj": 1024,
|
| 67 |
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"sigreg_weight": 0.09
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| 68 |
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},
|
| 69 |
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"precision": "bf16-mixed",
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| 70 |
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"torch": "2.12.0+cu130",
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| 71 |
+
"train_rows": 18019,
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| 72 |
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"val_rows": 1291
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| 73 |
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},
|
| 74 |
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"final_metrics": {
|
| 75 |
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"collapse/effective_rank": 5.913853737656158,
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| 76 |
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"collapse/effective_rank_ratio": 0.023100991162719367,
|
| 77 |
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"collapse/embedding_count": 192.0,
|
| 78 |
+
"collapse/embedding_norm_mean": 14.052607765565478,
|
| 79 |
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"collapse/latent_dim": 256.0,
|
| 80 |
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"collapse/nearest_neighbor_entropy": 4.850434265952372,
|
| 81 |
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"collapse/pairwise_cosine_mean": 0.007218573232229116,
|
| 82 |
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"collapse/per_dim_variance_max": 3.4118030796654626,
|
| 83 |
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"collapse/per_dim_variance_median": 0.643422042029191,
|
| 84 |
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"collapse/per_dim_variance_min": 0.09125475415772162,
|
| 85 |
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"loss/action_use_margin": 0.006401113234460354,
|
| 86 |
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"loss/action_use_margin_weighted": 0.0016002783086150885,
|
| 87 |
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"loss/prediction_mse": 0.005575100891292095,
|
| 88 |
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"loss/sigreg": 1.03125,
|
| 89 |
+
"loss/sigreg_weighted": 0.0927734375,
|
| 90 |
+
"loss/total": 0.09994881600141525,
|
| 91 |
+
"train/examples": 3833852.0,
|
| 92 |
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"train/examples_per_second": 1088.7440435079823,
|
| 93 |
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"train/gradient_norm": 1.5844553709030151,
|
| 94 |
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"val/loss/action_use_margin": 0.05521763453171367,
|
| 95 |
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"val/loss/action_use_margin_weighted": 0.013804408632928417,
|
| 96 |
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"val/loss/prediction_mse": 0.18526783337195715,
|
| 97 |
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"val/loss/sigreg": 2.2153775095939636,
|
| 98 |
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"val/loss/sigreg_weighted": 0.19938398400942484,
|
| 99 |
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"val/loss/total": 0.39845622721172513
|
| 100 |
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},
|
| 101 |
+
"run_id": "codelewm_scaled_action_use_margin_gpu_a10g",
|
| 102 |
+
"schema_version": "codelewm.training_run.v1",
|
| 103 |
+
"seed": 240119,
|
| 104 |
+
"step_count": 60000
|
| 105 |
+
},
|
| 106 |
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"parent_artifacts": [
|
| 107 |
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"dataset-67895f8dc3e217c4"
|
| 108 |
+
],
|
| 109 |
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"schema_version": "codelewm.artifact_manifest.v1",
|
| 110 |
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"source_git_sha": "6650183eda75ecced9f826d5f2875548808c39f0"
|
| 111 |
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}
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checkpoints/codelewm-action-use-20260520-6650183/metrics.jsonl
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{"metrics": {"collapse/effective_rank": 5.913853737656158, "collapse/effective_rank_ratio": 0.023100991162719367, "collapse/embedding_count": 192.0, "collapse/embedding_norm_mean": 14.052607765565478, "collapse/latent_dim": 256.0, "collapse/nearest_neighbor_entropy": 4.850434265952372, "collapse/pairwise_cosine_mean": 0.007218573232229116, "collapse/per_dim_variance_max": 3.4118030796654626, "collapse/per_dim_variance_median": 0.643422042029191, "collapse/per_dim_variance_min": 0.09125475415772162, "loss/action_use_margin": 0.006401113234460354, "loss/action_use_margin_weighted": 0.0016002783086150885, "loss/prediction_mse": 0.005575100891292095, "loss/sigreg": 1.03125, "loss/sigreg_weighted": 0.0927734375, "loss/total": 0.09994881600141525, "train/examples": 3833852.0, "train/examples_per_second": 1088.7440435079823, "train/gradient_norm": 1.5844553709030151, "val/loss/action_use_margin": 0.05521763453171367, "val/loss/action_use_margin_weighted": 0.013804408632928417, "val/loss/prediction_mse": 0.18526783337195715, "val/loss/sigreg": 2.2153775095939636, "val/loss/sigreg_weighted": 0.19938398400942484, "val/loss/total": 0.39845622721172513}, "run_id": "codelewm_scaled_action_use_margin_gpu_a10g", "schema_version": "codelewm.training_metrics.v1", "step": 60000}
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checkpoints/codelewm-action-use-20260520-6650183/reports/metrics_report.json
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{
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"final_metrics": {
|
| 3 |
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"collapse/effective_rank": 5.913853737656158,
|
| 4 |
+
"collapse/effective_rank_ratio": 0.023100991162719367,
|
| 5 |
+
"collapse/embedding_count": 192.0,
|
| 6 |
+
"collapse/embedding_norm_mean": 14.052607765565478,
|
| 7 |
+
"collapse/latent_dim": 256.0,
|
| 8 |
+
"collapse/nearest_neighbor_entropy": 4.850434265952372,
|
| 9 |
+
"collapse/pairwise_cosine_mean": 0.007218573232229116,
|
| 10 |
+
"collapse/per_dim_variance_max": 3.4118030796654626,
|
| 11 |
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"collapse/per_dim_variance_median": 0.643422042029191,
|
| 12 |
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"collapse/per_dim_variance_min": 0.09125475415772162,
|
| 13 |
+
"loss/action_use_margin": 0.006401113234460354,
|
| 14 |
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"loss/action_use_margin_weighted": 0.0016002783086150885,
|
| 15 |
+
"loss/prediction_mse": 0.005575100891292095,
|
| 16 |
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"loss/sigreg": 1.03125,
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| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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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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| 31 |
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|
| 32 |
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|
checkpoints/codelewm-action-use-20260520-6650183/reports/torch_training_report.json
ADDED
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@@ -0,0 +1,67 @@
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| 1 |
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| 3 |
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| 13 |
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| 14 |
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| 15 |
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| 16 |
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| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 32 |
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| 49 |
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checkpoints/codelewm-action-use-20260520-6650183/training_manifest.json
ADDED
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@@ -0,0 +1,84 @@
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