abdelstark commited on
Commit
f41e3b2
·
verified ·
1 Parent(s): 4b42dcd

codelewm v0.6 run codelewm-v0-6-execution-20260530-af1a114-seed-42

Browse files
Files changed (17) hide show
  1. .gitattributes +1 -0
  2. runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/checkpoints/checkpoint_step_00040000.pt +3 -0
  3. runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/checkpoints/checkpoint_step_00040000.pt.manifest.json +14 -0
  4. runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/checkpoints/checkpoint_step_00045000.pt +3 -0
  5. runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/checkpoints/checkpoint_step_00045000.pt.manifest.json +14 -0
  6. runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/checkpoints/checkpoint_step_00050000.pt +3 -0
  7. runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/checkpoints/checkpoint_step_00050000.pt.manifest.json +14 -0
  8. runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/checkpoints/last.pt +3 -0
  9. runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/checkpoints/last.pt.manifest.json +14 -0
  10. runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/config.json +105 -0
  11. runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/manifest.json +165 -0
  12. runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/metrics.jsonl +3 -0
  13. runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/reports/collapse_diagnostics.jsonl +50 -0
  14. runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/reports/execution_train_run_report.json +110 -0
  15. runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/reports/tensorboard_export.json +47 -0
  16. runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/tensorboard/events.out.tfevents.1780189272.j-abdelstark-6a1b19373a4b8cae6044ebdc-dqqheheg-230ae-gwmrn.77.0 +3 -0
  17. runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/training_manifest.json +110 -0
.gitattributes CHANGED
@@ -95,3 +95,4 @@ runs/codelewm-v0-2-action-swap-rerun-20260520-7c7cb0b/pack/hdf5/val.hdf5 filter=
95
  runs/codelewm-v0-2-action-swap-rerun-20260520-7c7cb0b/retrieval/reports/hard_negative_sampler_report.json filter=lfs diff=lfs merge=lfs -text
96
  runs/codelewm-v0-2-action-swap-rerun-20260520-7c7cb0b/retrieval/reports/retrieval_report.json filter=lfs diff=lfs merge=lfs -text
97
  runs/codelewm-v0-6-execution-20260530-af1a114-seed-1729/metrics.jsonl filter=lfs diff=lfs merge=lfs -text
 
 
95
  runs/codelewm-v0-2-action-swap-rerun-20260520-7c7cb0b/retrieval/reports/hard_negative_sampler_report.json filter=lfs diff=lfs merge=lfs -text
96
  runs/codelewm-v0-2-action-swap-rerun-20260520-7c7cb0b/retrieval/reports/retrieval_report.json filter=lfs diff=lfs merge=lfs -text
97
  runs/codelewm-v0-6-execution-20260530-af1a114-seed-1729/metrics.jsonl filter=lfs diff=lfs merge=lfs -text
98
+ runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/metrics.jsonl filter=lfs diff=lfs merge=lfs -text
runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/checkpoints/checkpoint_step_00040000.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4a106cbb20718deeaf0f5827fdc3161b47eb39761f8b914a71d3993d4dacf9cd
3
+ size 353873498
runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/checkpoints/checkpoint_step_00040000.pt.manifest.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "checkpoint_path": "checkpoint_step_00040000.pt",
3
+ "checkpoint_sha256": "4a106cbb20718deeaf0f5827fdc3161b47eb39761f8b914a71d3993d4dacf9cd",
4
+ "metadata": {
5
+ "action_view": "text",
6
+ "config_hash": "1d7ab2566e720dc9adfe7b2436c8bd04f764e70748731b06eefb7b4994a2fc56",
7
+ "latent_dim": 256,
8
+ "model_class": "TorchCodeTransitionModel",
9
+ "record_schema_version": "codelewm.execution_pack_record.v1",
10
+ "schema_version": "codelewm.checkpoint.v1"
11
+ },
12
+ "migration_hook": null,
13
+ "schema_version": "codelewm.checkpoint.v1"
14
+ }
runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/checkpoints/checkpoint_step_00045000.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b3d5413ed7e14d26dffc3bf82924b5d509b5584b3be3e5a046ca818eac229bb1
3
+ size 353873498
runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/checkpoints/checkpoint_step_00045000.pt.manifest.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "checkpoint_path": "checkpoint_step_00045000.pt",
3
+ "checkpoint_sha256": "b3d5413ed7e14d26dffc3bf82924b5d509b5584b3be3e5a046ca818eac229bb1",
4
+ "metadata": {
5
+ "action_view": "text",
6
+ "config_hash": "1d7ab2566e720dc9adfe7b2436c8bd04f764e70748731b06eefb7b4994a2fc56",
7
+ "latent_dim": 256,
8
+ "model_class": "TorchCodeTransitionModel",
9
+ "record_schema_version": "codelewm.execution_pack_record.v1",
10
+ "schema_version": "codelewm.checkpoint.v1"
11
+ },
12
+ "migration_hook": null,
13
+ "schema_version": "codelewm.checkpoint.v1"
14
+ }
runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/checkpoints/checkpoint_step_00050000.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c4aaae5ad5ebae7a32c7a79520496a2ca039b3a1b9a4a6d3c6199f1274fc2b20
3
+ size 353873498
runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/checkpoints/checkpoint_step_00050000.pt.manifest.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "checkpoint_path": "checkpoint_step_00050000.pt",
3
+ "checkpoint_sha256": "c4aaae5ad5ebae7a32c7a79520496a2ca039b3a1b9a4a6d3c6199f1274fc2b20",
4
+ "metadata": {
5
+ "action_view": "text",
6
+ "config_hash": "1d7ab2566e720dc9adfe7b2436c8bd04f764e70748731b06eefb7b4994a2fc56",
7
+ "latent_dim": 256,
8
+ "model_class": "TorchCodeTransitionModel",
9
+ "record_schema_version": "codelewm.execution_pack_record.v1",
10
+ "schema_version": "codelewm.checkpoint.v1"
11
+ },
12
+ "migration_hook": null,
13
+ "schema_version": "codelewm.checkpoint.v1"
14
+ }
runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/checkpoints/last.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c4aaae5ad5ebae7a32c7a79520496a2ca039b3a1b9a4a6d3c6199f1274fc2b20
3
+ size 353873498
runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/checkpoints/last.pt.manifest.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "checkpoint_path": "last.pt",
3
+ "checkpoint_sha256": "c4aaae5ad5ebae7a32c7a79520496a2ca039b3a1b9a4a6d3c6199f1274fc2b20",
4
+ "metadata": {
5
+ "action_view": "text",
6
+ "config_hash": "1d7ab2566e720dc9adfe7b2436c8bd04f764e70748731b06eefb7b4994a2fc56",
7
+ "latent_dim": 256,
8
+ "model_class": "TorchCodeTransitionModel",
9
+ "record_schema_version": "codelewm.execution_pack_record.v1",
10
+ "schema_version": "codelewm.checkpoint.v1"
11
+ },
12
+ "migration_hook": null,
13
+ "schema_version": "codelewm.checkpoint.v1"
14
+ }
runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/config.json ADDED
@@ -0,0 +1,105 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "device": "cuda",
3
+ "execution_train_config": {
4
+ "claim_boundary": {
5
+ "name": "execution_substrate.v1",
6
+ "scope": "v0_6_full_run"
7
+ },
8
+ "claim_gates": {
9
+ "collapse_effective_rank_ratio_min": 0.2,
10
+ "collapse_nearest_neighbor_entropy_min": 0.1,
11
+ "collapse_per_dim_variance_median_min": 1e-08,
12
+ "downstream_rerank_pass_at_1_lift_min": 3.0,
13
+ "required_seeds": 2,
14
+ "retrieval_min_mrr_lift_over_no_action": 0.05,
15
+ "retrieval_min_recall_at_1_lift_over_no_action": 0.05,
16
+ "surprise_mutation_auc_min": 0.65,
17
+ "surprise_same_code_different_input_auc_min": 0.7,
18
+ "surprise_same_problem_different_submission_auc_min": 0.6
19
+ },
20
+ "data": {
21
+ "claim_boundary_filename": "claim_boundary.md",
22
+ "held_out_for_eval": [
23
+ "mbpp_plus",
24
+ "humaneval"
25
+ ],
26
+ "ingestion_sources": [
27
+ "codenet",
28
+ "mbpp",
29
+ "apps"
30
+ ],
31
+ "manifest_filename": "manifest.json",
32
+ "pack_jsonl": "pack.jsonl",
33
+ "pack_repo_id": "abdelstark/codelewm-execution-pack",
34
+ "pack_revision": "v0.6.0"
35
+ },
36
+ "hf_jobs": {
37
+ "artifact_repo_id": "abdelstark/codelewm-runs",
38
+ "checkpoint_repo_id": "abdelstark/codelewm-transition-model",
39
+ "checkpoint_revision_template": "v0.6.0-seed-{seed}",
40
+ "flavor": "a10g-small",
41
+ "region": "us-east-1",
42
+ "run_name_template": "codelewm-v0-6-execution-{date}-{sha}-seed-{seed}",
43
+ "runtime_image": "ghcr.io/abdelstark/codelewm-runtime:v0.6",
44
+ "timeout_hours": 24
45
+ },
46
+ "implementing_issue": 265,
47
+ "loader": {
48
+ "action_sequence_length": 256,
49
+ "batch_size": 64,
50
+ "code_sequence_length": 1024,
51
+ "effective_batch_size": 256,
52
+ "gradient_accumulation_steps": 4,
53
+ "output_sequence_length": 256,
54
+ "shuffle": true
55
+ },
56
+ "name": "codelewm_execution_v0_6_a10g",
57
+ "objective": {
58
+ "action_swap_contrastive_weight": 0.1,
59
+ "inverse_action_reconstruction_weight": 0.05,
60
+ "prediction_mse_weight": 1.0,
61
+ "sigreg_weight": 0.09
62
+ },
63
+ "optimizer": {
64
+ "betas": [
65
+ 0.9,
66
+ 0.95
67
+ ],
68
+ "lr": 0.0003,
69
+ "name": "adamw",
70
+ "weight_decay": 0.1
71
+ },
72
+ "parent_issue": 259,
73
+ "schema_version": "codelewm.execution_train_config.v1",
74
+ "seeds": [
75
+ 42,
76
+ 1729
77
+ ],
78
+ "substrate": "execution_trace_v1",
79
+ "target_substrate_run": "v0.6.0",
80
+ "trainer": {
81
+ "accelerator": "gpu",
82
+ "checkpoint_every_n_steps": 5000,
83
+ "collapse_diagnostics_every_n_steps": 1000,
84
+ "cosine_decay_to": 0.0,
85
+ "devices": 1,
86
+ "gradient_clip_val": 1.0,
87
+ "keep_best_by_metric": "val_mse",
88
+ "keep_last_n_checkpoints": 3,
89
+ "max_steps": 50000,
90
+ "precision": "bf16-mixed",
91
+ "tensorboard_enabled": true,
92
+ "warmup_steps": 1000
93
+ },
94
+ "wm": {
95
+ "embed_dim": 256,
96
+ "history_size": 1,
97
+ "num_preds": 1
98
+ }
99
+ },
100
+ "pack_batch_schema_version": "codelewm.execution_pack_batch.v1",
101
+ "pack_jsonl_path": "/workspace/pack/pack.jsonl",
102
+ "pack_manifest_schema_version": "codelewm.execution_pack_manifest.v1",
103
+ "pack_record_count": 1605,
104
+ "seed": 42
105
+ }
runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/manifest.json ADDED
@@ -0,0 +1,165 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "artifact_id": "training_run-cb62408f881eff8c",
3
+ "artifact_kind": "training_run",
4
+ "command": [
5
+ "codelewm",
6
+ "train",
7
+ "--config",
8
+ "config/train/scaled/codelewm_execution_v0_6_a10g.yaml",
9
+ "--executor",
10
+ "torch",
11
+ "--out",
12
+ "/tmp/runs/codelewm-v0-6-execution-20260530-af1a114-seed-42",
13
+ "--seed",
14
+ "42",
15
+ "--json"
16
+ ],
17
+ "config_sha256": "380572e064954f86e0132dd6a711b2f49d989928a323047450c5b88f9a8a3f6c",
18
+ "created_at": "2026-05-31T01:01:13Z",
19
+ "files": [
20
+ {
21
+ "bytes": 3155,
22
+ "path": "config.json",
23
+ "sha256": "423da711ffc2ea20fa038495b53fa9969e740398048140d4b9075f430240b80d"
24
+ },
25
+ {
26
+ "bytes": 17756122,
27
+ "path": "metrics.jsonl",
28
+ "sha256": "6e49598252a3007526adf9449e2dfe7484f2b6708f1b24352526484419f9b1d3"
29
+ },
30
+ {
31
+ "bytes": 3856,
32
+ "path": "reports/execution_train_run_report.json",
33
+ "sha256": "ac1c0ace46787022edafe7252f50717beb70c3af7036b2ce132695624aec4f2d"
34
+ },
35
+ {
36
+ "bytes": 23769,
37
+ "path": "reports/collapse_diagnostics.jsonl",
38
+ "sha256": "44e39bf8a008bb4e36e451e9261ecb23f5fe70326c53f2bb2a526539ba5947f1"
39
+ },
40
+ {
41
+ "bytes": 353873498,
42
+ "path": "checkpoints/checkpoint_step_00040000.pt",
43
+ "sha256": "4a106cbb20718deeaf0f5827fdc3161b47eb39761f8b914a71d3993d4dacf9cd"
44
+ },
45
+ {
46
+ "bytes": 536,
47
+ "path": "checkpoints/checkpoint_step_00040000.pt.manifest.json",
48
+ "sha256": "a6b26880d7a50e67ad0747396bf4a13a944a39c67ddcf134ba997095cdcbd8ca"
49
+ },
50
+ {
51
+ "bytes": 353873498,
52
+ "path": "checkpoints/checkpoint_step_00045000.pt",
53
+ "sha256": "b3d5413ed7e14d26dffc3bf82924b5d509b5584b3be3e5a046ca818eac229bb1"
54
+ },
55
+ {
56
+ "bytes": 536,
57
+ "path": "checkpoints/checkpoint_step_00045000.pt.manifest.json",
58
+ "sha256": "9d8d5a4d30e2d2a0ad9b26640aa48a57b0151724622007a8ad8f4eecebbc9a80"
59
+ },
60
+ {
61
+ "bytes": 353873498,
62
+ "path": "checkpoints/checkpoint_step_00050000.pt",
63
+ "sha256": "c4aaae5ad5ebae7a32c7a79520496a2ca039b3a1b9a4a6d3c6199f1274fc2b20"
64
+ },
65
+ {
66
+ "bytes": 536,
67
+ "path": "checkpoints/checkpoint_step_00050000.pt.manifest.json",
68
+ "sha256": "d14f8d4faaa53f169af0768a049d32b14c9ea64345b7bfc9e8a308730dd30880"
69
+ },
70
+ {
71
+ "bytes": 353873498,
72
+ "path": "checkpoints/last.pt",
73
+ "sha256": "c4aaae5ad5ebae7a32c7a79520496a2ca039b3a1b9a4a6d3c6199f1274fc2b20"
74
+ },
75
+ {
76
+ "bytes": 516,
77
+ "path": "checkpoints/last.pt.manifest.json",
78
+ "sha256": "05b9f5a83629cc628ae402067bec5f7108e566d917ae9690d2fd20291755a08b"
79
+ },
80
+ {
81
+ "bytes": 1357,
82
+ "path": "reports/tensorboard_export.json",
83
+ "sha256": "2597213792bffe8c81b964606b42cd9093668d89018824b870baa291c2250028"
84
+ },
85
+ {
86
+ "bytes": 64534,
87
+ "path": "tensorboard/events.out.tfevents.1780189272.j-abdelstark-6a1b19373a4b8cae6044ebdc-dqqheheg-230ae-gwmrn.77.0",
88
+ "sha256": "0be3cee2b6f19cc22057d92ca0d69302705b3faf4d14932cdc5b0182e26fc08e"
89
+ }
90
+ ],
91
+ "metadata": {
92
+ "claim_boundary": {
93
+ "name": "execution_substrate.v1",
94
+ "scope": "v0_6_full_run"
95
+ },
96
+ "claim_gates": {
97
+ "required_seeds": 2,
98
+ "retrieval_min_mrr_lift_over_no_action": 0.05,
99
+ "retrieval_min_recall_at_1_lift_over_no_action": 0.05
100
+ },
101
+ "executor": {
102
+ "checkpoint_schema_version": "codelewm.checkpoint.v1",
103
+ "device": "cuda",
104
+ "executor": "execution_torch",
105
+ "pack_batch_schema_version": "codelewm.execution_pack_batch.v1",
106
+ "pack_manifest_schema_version": "codelewm.execution_pack_manifest.v1",
107
+ "precision": "bf16-mixed",
108
+ "torch": "2.6.0+cu124"
109
+ },
110
+ "final_metrics": {
111
+ "loss_action_swap_contrastive": 0.0001802267078659497,
112
+ "loss_prediction_mse": 0.0006388117052236339,
113
+ "loss_sigreg": 0.03640931421667337,
114
+ "loss_total": 0.008044810129795223,
115
+ "lr": 2.5552061951389666e-06,
116
+ "margin_no_action_minus_pred": 1.230750861813911,
117
+ "no_action_mse": 1.2313896735191345
118
+ },
119
+ "pack_jsonl_path": "/workspace/pack/pack.jsonl",
120
+ "pack_record_count": 1605,
121
+ "pack_repo_id": "abdelstark/codelewm-execution-pack",
122
+ "pack_revision": "v0.6.0",
123
+ "run_id": "codelewm_execution_v0_6_a10g",
124
+ "schema_version": "codelewm.training_run.v1",
125
+ "seed": 42,
126
+ "step_count": 50000,
127
+ "tensorboard_export": {
128
+ "enabled": true,
129
+ "event_files": [
130
+ {
131
+ "bytes": 64534,
132
+ "path": "tensorboard/events.out.tfevents.1780189272.j-abdelstark-6a1b19373a4b8cae6044ebdc-dqqheheg-230ae-gwmrn.77.0",
133
+ "sha256": "0be3cee2b6f19cc22057d92ca0d69302705b3faf4d14932cdc5b0182e26fc08e"
134
+ }
135
+ ],
136
+ "histogram_tags": [
137
+ "parameters/encoder.position",
138
+ "parameters/encoder.token_embedding.weight",
139
+ "parameters/encoder.segment_embedding.weight",
140
+ "parameters/encoder.changed_embedding.weight",
141
+ "parameters/encoder.norm.weight",
142
+ "parameters/encoder.norm.bias",
143
+ "parameters/encoder.proj.0.weight",
144
+ "parameters/encoder.proj.0.bias"
145
+ ],
146
+ "report_path": "reports/tensorboard_export.json",
147
+ "scalar_tags": [
148
+ "loss_action_swap_contrastive",
149
+ "loss_prediction_mse",
150
+ "loss_sigreg",
151
+ "loss_total",
152
+ "lr",
153
+ "margin_no_action_minus_pred",
154
+ "no_action_mse"
155
+ ],
156
+ "schema_version": "codelewm.training.tensorboard_export.v1",
157
+ "summary_tags": []
158
+ }
159
+ },
160
+ "parent_artifacts": [
161
+ "execution_pack:codelewm-execution-pack-20260528T102625Z"
162
+ ],
163
+ "schema_version": "codelewm.artifact_manifest.v1",
164
+ "source_git_sha": "unknown"
165
+ }
runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/metrics.jsonl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6e49598252a3007526adf9449e2dfe7484f2b6708f1b24352526484419f9b1d3
3
+ size 17756122
runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/reports/collapse_diagnostics.jsonl ADDED
@@ -0,0 +1,50 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 40.51996691003259, "z_pred_effective_rank_ratio": 0.15828112074231482, "z_pred_mean_norm": 13.964302062988281, "z_pred_mean_pairwise_cosine": 0.0065580313093960285, "z_target_effective_rank": 60.783762725610394, "z_target_effective_rank_ratio": 0.2374365731469156, "z_target_mean_norm": 13.876151084899902}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 1000}
2
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 44.3149561770229, "z_pred_effective_rank_ratio": 0.1731052975664957, "z_pred_mean_norm": 13.834247589111328, "z_pred_mean_pairwise_cosine": 0.0007409502286463976, "z_target_effective_rank": 48.45316161407172, "z_target_effective_rank_ratio": 0.18927016255496765, "z_target_mean_norm": 13.867838859558105}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 2000}
3
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 47.68190715563178, "z_pred_effective_rank_ratio": 0.18625744982668663, "z_pred_mean_norm": 14.12746810913086, "z_pred_mean_pairwise_cosine": 0.0003244729887228459, "z_target_effective_rank": 51.17614005569686, "z_target_effective_rank_ratio": 0.19990679709256587, "z_target_mean_norm": 14.127799987792969}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 3000}
4
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 52.928928036395256, "z_pred_effective_rank_ratio": 0.20675362514216897, "z_pred_mean_norm": 14.28251838684082, "z_pred_mean_pairwise_cosine": 0.0003538022574502975, "z_target_effective_rank": 55.32295297676078, "z_target_effective_rank_ratio": 0.2161052850654718, "z_target_mean_norm": 14.328981399536133}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 4000}
5
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 57.62392879984358, "z_pred_effective_rank_ratio": 0.225093471874389, "z_pred_mean_norm": 14.389057159423828, "z_pred_mean_pairwise_cosine": 0.0004807057266589254, "z_target_effective_rank": 59.376699325941104, "z_target_effective_rank_ratio": 0.23194023174195744, "z_target_mean_norm": 14.393288612365723}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 5000}
6
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 62.16432276452766, "z_pred_effective_rank_ratio": 0.24282938579893618, "z_pred_mean_norm": 14.464856147766113, "z_pred_mean_pairwise_cosine": 0.0005006194696761668, "z_target_effective_rank": 63.39167371142685, "z_target_effective_rank_ratio": 0.24762372543526112, "z_target_mean_norm": 14.467167854309082}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 6000}
7
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 66.23864192774936, "z_pred_effective_rank_ratio": 0.2587446950302709, "z_pred_mean_norm": 14.525081634521484, "z_pred_mean_pairwise_cosine": 4.9757614760892466e-05, "z_target_effective_rank": 67.24294020499406, "z_target_effective_rank_ratio": 0.26266773517575803, "z_target_mean_norm": 14.51759147644043}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 7000}
8
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 69.83965642321412, "z_pred_effective_rank_ratio": 0.27281115790318017, "z_pred_mean_norm": 14.552017211914062, "z_pred_mean_pairwise_cosine": 0.000555490143597126, "z_target_effective_rank": 70.60352540199905, "z_target_effective_rank_ratio": 0.2757950211015588, "z_target_mean_norm": 14.583389282226562}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 8000}
9
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 73.69629355981378, "z_pred_effective_rank_ratio": 0.2878761467180226, "z_pred_mean_norm": 14.594040870666504, "z_pred_mean_pairwise_cosine": 0.0003954099374823272, "z_target_effective_rank": 74.59220696263283, "z_target_effective_rank_ratio": 0.2913758084477845, "z_target_mean_norm": 14.618127822875977}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 9000}
10
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 76.32518016911358, "z_pred_effective_rank_ratio": 0.2981452350355999, "z_pred_mean_norm": 14.61166763305664, "z_pred_mean_pairwise_cosine": 0.00039838007069192827, "z_target_effective_rank": 76.95014681801784, "z_target_effective_rank_ratio": 0.3005865110078822, "z_target_mean_norm": 14.581737518310547}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 10000}
11
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 79.36400239995908, "z_pred_effective_rank_ratio": 0.31001563437484014, "z_pred_mean_norm": 14.642050743103027, "z_pred_mean_pairwise_cosine": 0.00034547390532679856, "z_target_effective_rank": 79.86370567386358, "z_target_effective_rank_ratio": 0.3119676002885296, "z_target_mean_norm": 14.649070739746094}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 11000}
12
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 82.04450537044868, "z_pred_effective_rank_ratio": 0.32048634910331514, "z_pred_mean_norm": 14.668929100036621, "z_pred_mean_pairwise_cosine": 0.00023387242981698364, "z_target_effective_rank": 82.52038934170764, "z_target_effective_rank_ratio": 0.3223452708660455, "z_target_mean_norm": 14.653579711914062}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 12000}
13
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 84.91193221924345, "z_pred_effective_rank_ratio": 0.33168723523141974, "z_pred_mean_norm": 14.74066162109375, "z_pred_mean_pairwise_cosine": 0.00014543534780386835, "z_target_effective_rank": 85.4569575594561, "z_target_effective_rank_ratio": 0.3338162404666254, "z_target_mean_norm": 14.723544120788574}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 13000}
14
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 87.25550023689888, "z_pred_effective_rank_ratio": 0.34084179780038626, "z_pred_mean_norm": 14.730657577514648, "z_pred_mean_pairwise_cosine": 0.00015801725385244936, "z_target_effective_rank": 87.82867572244623, "z_target_effective_rank_ratio": 0.3430807645408056, "z_target_mean_norm": 14.733190536499023}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 14000}
15
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 89.32806973192518, "z_pred_effective_rank_ratio": 0.34893777239033275, "z_pred_mean_norm": 14.712356567382812, "z_pred_mean_pairwise_cosine": 0.00035025624674744904, "z_target_effective_rank": 89.53109462372224, "z_target_effective_rank_ratio": 0.349730838373915, "z_target_mean_norm": 14.699484825134277}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 15000}
16
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 90.62318201869276, "z_pred_effective_rank_ratio": 0.3539968047605186, "z_pred_mean_norm": 14.747679710388184, "z_pred_mean_pairwise_cosine": 0.00036788525176234543, "z_target_effective_rank": 91.18064559284655, "z_target_effective_rank_ratio": 0.3561743968470568, "z_target_mean_norm": 14.743805885314941}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 16000}
17
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 92.78888354784502, "z_pred_effective_rank_ratio": 0.3624565763587696, "z_pred_mean_norm": 14.7587308883667, "z_pred_mean_pairwise_cosine": 0.0003168281400576234, "z_target_effective_rank": 93.25279983369151, "z_target_effective_rank_ratio": 0.36426874935035747, "z_target_mean_norm": 14.79150104522705}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 17000}
18
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 95.3225793901126, "z_pred_effective_rank_ratio": 0.3723538257426273, "z_pred_mean_norm": 14.793911933898926, "z_pred_mean_pairwise_cosine": 0.00019845976203214377, "z_target_effective_rank": 95.64174047997837, "z_target_effective_rank_ratio": 0.3736005487499155, "z_target_mean_norm": 14.788607597351074}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 18000}
19
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 96.66440074623104, "z_pred_effective_rank_ratio": 0.377595315414965, "z_pred_mean_norm": 14.814696311950684, "z_pred_mean_pairwise_cosine": 0.00034131735446862876, "z_target_effective_rank": 97.24145136083197, "z_target_effective_rank_ratio": 0.3798494193782499, "z_target_mean_norm": 14.800622940063477}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 19000}
20
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 98.68992275613537, "z_pred_effective_rank_ratio": 0.3855075107661538, "z_pred_mean_norm": 14.822972297668457, "z_pred_mean_pairwise_cosine": 0.0002533757360652089, "z_target_effective_rank": 99.38795920107715, "z_target_effective_rank_ratio": 0.3882342156292076, "z_target_mean_norm": 14.813526153564453}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 20000}
21
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 99.63560540115819, "z_pred_effective_rank_ratio": 0.38920158359827417, "z_pred_mean_norm": 14.812646865844727, "z_pred_mean_pairwise_cosine": 0.0002898533421102911, "z_target_effective_rank": 100.38364065714944, "z_target_effective_rank_ratio": 0.39212359631699, "z_target_mean_norm": 14.80477523803711}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 21000}
22
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 101.58509445419222, "z_pred_effective_rank_ratio": 0.39681677521168834, "z_pred_mean_norm": 14.82630729675293, "z_pred_mean_pairwise_cosine": 0.00032057109638117254, "z_target_effective_rank": 102.02748454147002, "z_target_effective_rank_ratio": 0.39854486149011725, "z_target_mean_norm": 14.837347984313965}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 22000}
23
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 102.98196844894694, "z_pred_effective_rank_ratio": 0.402273314253699, "z_pred_mean_norm": 14.827322006225586, "z_pred_mean_pairwise_cosine": 0.00033021008130162954, "z_target_effective_rank": 103.56759142338417, "z_target_effective_rank_ratio": 0.4045609039975944, "z_target_mean_norm": 14.84735107421875}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 23000}
24
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 104.4628355513379, "z_pred_effective_rank_ratio": 0.4080579513724137, "z_pred_mean_norm": 14.857427597045898, "z_pred_mean_pairwise_cosine": 0.00037050008540973067, "z_target_effective_rank": 105.21610203840217, "z_target_effective_rank_ratio": 0.4110003985875085, "z_target_mean_norm": 14.837809562683105}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 24000}
25
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 105.51977262233024, "z_pred_effective_rank_ratio": 0.4121866118059775, "z_pred_mean_norm": 14.869830131530762, "z_pred_mean_pairwise_cosine": 0.00018310498853679746, "z_target_effective_rank": 106.00027177459135, "z_target_effective_rank_ratio": 0.4140635616194975, "z_target_mean_norm": 14.851872444152832}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 25000}
26
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 106.64129154383087, "z_pred_effective_rank_ratio": 0.41656754509308935, "z_pred_mean_norm": 14.860482215881348, "z_pred_mean_pairwise_cosine": 0.00026713439729064703, "z_target_effective_rank": 107.1566826862101, "z_target_effective_rank_ratio": 0.4185807917430082, "z_target_mean_norm": 14.85273551940918}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 26000}
27
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 108.0097404769414, "z_pred_effective_rank_ratio": 0.42191304873805235, "z_pred_mean_norm": 14.860260963439941, "z_pred_mean_pairwise_cosine": 0.0003732190525624901, "z_target_effective_rank": 108.45538622132564, "z_target_effective_rank_ratio": 0.4236538524270533, "z_target_mean_norm": 14.870855331420898}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 27000}
28
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 108.91377631240624, "z_pred_effective_rank_ratio": 0.4254444387203369, "z_pred_mean_norm": 14.873862266540527, "z_pred_mean_pairwise_cosine": 0.00031457969453185797, "z_target_effective_rank": 109.41306950962942, "z_target_effective_rank_ratio": 0.42739480277198993, "z_target_mean_norm": 14.884467124938965}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 28000}
29
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 109.90044904655886, "z_pred_effective_rank_ratio": 0.42929862908812055, "z_pred_mean_norm": 14.88991641998291, "z_pred_mean_pairwise_cosine": 0.00034672129550017416, "z_target_effective_rank": 110.47051254216434, "z_target_effective_rank_ratio": 0.43152543961782946, "z_target_mean_norm": 14.886564254760742}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 29000}
30
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 111.01235002436539, "z_pred_effective_rank_ratio": 0.4336419922826773, "z_pred_mean_norm": 14.887877464294434, "z_pred_mean_pairwise_cosine": 0.00023767219681758434, "z_target_effective_rank": 111.48494940188665, "z_target_effective_rank_ratio": 0.43548808360111974, "z_target_mean_norm": 14.904129028320312}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 30000}
31
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 112.03619653276701, "z_pred_effective_rank_ratio": 0.4376413927061211, "z_pred_mean_norm": 14.905333518981934, "z_pred_mean_pairwise_cosine": 0.00030755402985960245, "z_target_effective_rank": 112.53391924864471, "z_target_effective_rank_ratio": 0.4395856220650184, "z_target_mean_norm": 14.913137435913086}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 31000}
32
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 112.8398226654669, "z_pred_effective_rank_ratio": 0.44078055728698007, "z_pred_mean_norm": 14.90727710723877, "z_pred_mean_pairwise_cosine": 0.0002712681016419083, "z_target_effective_rank": 113.38208921214618, "z_target_effective_rank_ratio": 0.44289878598494603, "z_target_mean_norm": 14.921659469604492}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 32000}
33
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 113.7196847984332, "z_pred_effective_rank_ratio": 0.4442175187438797, "z_pred_mean_norm": 14.921144485473633, "z_pred_mean_pairwise_cosine": 0.00027344381669536233, "z_target_effective_rank": 114.27478880707388, "z_target_effective_rank_ratio": 0.4463858937776323, "z_target_mean_norm": 14.921293258666992}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 33000}
34
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 114.54068420078971, "z_pred_effective_rank_ratio": 0.4474245476593348, "z_pred_mean_norm": 14.923069953918457, "z_pred_mean_pairwise_cosine": 0.00024138623848557472, "z_target_effective_rank": 115.08958783830813, "z_target_effective_rank_ratio": 0.44956870249339115, "z_target_mean_norm": 14.926822662353516}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 34000}
35
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 115.28864124369596, "z_pred_effective_rank_ratio": 0.45034625485818736, "z_pred_mean_norm": 14.935616493225098, "z_pred_mean_pairwise_cosine": 0.0003292373148724437, "z_target_effective_rank": 115.79733431075496, "z_target_effective_rank_ratio": 0.45233333715138657, "z_target_mean_norm": 14.93435287475586}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 35000}
36
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 115.98699238792213, "z_pred_effective_rank_ratio": 0.4530741890153208, "z_pred_mean_norm": 14.937952995300293, "z_pred_mean_pairwise_cosine": 0.00029649873613379896, "z_target_effective_rank": 116.49715585384563, "z_target_effective_rank_ratio": 0.4550670150540845, "z_target_mean_norm": 14.938006401062012}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 36000}
37
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 116.55138544049407, "z_pred_effective_rank_ratio": 0.45527884937693, "z_pred_mean_norm": 14.94210433959961, "z_pred_mean_pairwise_cosine": 0.0002911185729317367, "z_target_effective_rank": 117.07206978847219, "z_target_effective_rank_ratio": 0.4573127726112195, "z_target_mean_norm": 14.947835922241211}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 37000}
38
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 117.16075236937566, "z_pred_effective_rank_ratio": 0.45765918894287366, "z_pred_mean_norm": 14.952319145202637, "z_pred_mean_pairwise_cosine": 0.00030158236040733755, "z_target_effective_rank": 117.63691867776924, "z_target_effective_rank_ratio": 0.4595192135850361, "z_target_mean_norm": 14.95003890991211}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 38000}
39
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 117.59810827271211, "z_pred_effective_rank_ratio": 0.4593676104402817, "z_pred_mean_norm": 14.95615005493164, "z_pred_mean_pairwise_cosine": 0.0003010910877492279, "z_target_effective_rank": 118.10353117385624, "z_target_effective_rank_ratio": 0.46134191864787594, "z_target_mean_norm": 14.956082344055176}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 39000}
40
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 118.04486431922636, "z_pred_effective_rank_ratio": 0.461112751246978, "z_pred_mean_norm": 14.956991195678711, "z_pred_mean_pairwise_cosine": 0.0003213000309187919, "z_target_effective_rank": 118.53649299998324, "z_target_effective_rank_ratio": 0.4630331757811845, "z_target_mean_norm": 14.958630561828613}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 40000}
41
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 118.39848867440904, "z_pred_effective_rank_ratio": 0.4624940963844103, "z_pred_mean_norm": 14.96070671081543, "z_pred_mean_pairwise_cosine": 0.0003227370616514236, "z_target_effective_rank": 118.89901699071304, "z_target_effective_rank_ratio": 0.4644492851199728, "z_target_mean_norm": 14.96064567565918}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 41000}
42
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 118.73663875504651, "z_pred_effective_rank_ratio": 0.46381499513690044, "z_pred_mean_norm": 14.961573600769043, "z_pred_mean_pairwise_cosine": 0.0003319563693366945, "z_target_effective_rank": 119.20749965852988, "z_target_effective_rank_ratio": 0.46565429554113236, "z_target_mean_norm": 14.962516784667969}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 42000}
43
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 118.98641681604803, "z_pred_effective_rank_ratio": 0.46479069068768764, "z_pred_mean_norm": 14.964441299438477, "z_pred_mean_pairwise_cosine": 0.000323571905028075, "z_target_effective_rank": 119.4452246189158, "z_target_effective_rank_ratio": 0.46658290866763985, "z_target_mean_norm": 14.967995643615723}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 43000}
44
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 119.1916984726875, "z_pred_effective_rank_ratio": 0.46559257215893557, "z_pred_mean_norm": 14.96745491027832, "z_pred_mean_pairwise_cosine": 0.0003255492774769664, "z_target_effective_rank": 119.66191038402708, "z_target_effective_rank_ratio": 0.4674293374376058, "z_target_mean_norm": 14.966214179992676}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 44000}
45
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 119.28067849240728, "z_pred_effective_rank_ratio": 0.4659401503609659, "z_pred_mean_norm": 14.969290733337402, "z_pred_mean_pairwise_cosine": 0.0003150382253807038, "z_target_effective_rank": 119.7990452107966, "z_target_effective_rank_ratio": 0.46796502035467424, "z_target_mean_norm": 14.969738006591797}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 45000}
46
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 119.41555426951794, "z_pred_effective_rank_ratio": 0.46646700886530446, "z_pred_mean_norm": 14.968045234680176, "z_pred_mean_pairwise_cosine": 0.000330544775351882, "z_target_effective_rank": 119.90082740099166, "z_target_effective_rank_ratio": 0.46836260703512367, "z_target_mean_norm": 14.970381736755371}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 46000}
47
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 119.4884050105344, "z_pred_effective_rank_ratio": 0.4667515820724, "z_pred_mean_norm": 14.969212532043457, "z_pred_mean_pairwise_cosine": 0.0003293665358796716, "z_target_effective_rank": 119.96699500913098, "z_target_effective_rank_ratio": 0.4686210742544179, "z_target_mean_norm": 14.970813751220703}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 47000}
48
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 119.51872035964, "z_pred_effective_rank_ratio": 0.46687000140484375, "z_pred_mean_norm": 14.969526290893555, "z_pred_mean_pairwise_cosine": 0.00033069189521484077, "z_target_effective_rank": 119.99966335197826, "z_target_effective_rank_ratio": 0.46874868496866506, "z_target_mean_norm": 14.971145629882812}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 48000}
49
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 119.52561646558459, "z_pred_effective_rank_ratio": 0.4668969393186898, "z_pred_mean_norm": 14.968759536743164, "z_pred_mean_pairwise_cosine": 0.0003271569439675659, "z_target_effective_rank": 120.00996344772655, "z_target_effective_rank_ratio": 0.46878891971768183, "z_target_mean_norm": 14.970974922180176}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 49000}
50
+ {"diagnostics": {"latent_dim": 256, "sample_count": 1605, "z_pred_effective_rank": 119.52778226690744, "z_pred_effective_rank_ratio": 0.4669053994801072, "z_pred_mean_norm": 14.969247817993164, "z_pred_mean_pairwise_cosine": 0.0003287186846137047, "z_target_effective_rank": 120.0133970094394, "z_target_effective_rank_ratio": 0.46880233206812266, "z_target_mean_norm": 14.971046447753906}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 50000}
runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/reports/execution_train_run_report.json ADDED
@@ -0,0 +1,110 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "claim_boundary": {
3
+ "name": "execution_substrate.v1",
4
+ "scope": "v0_6_full_run"
5
+ },
6
+ "claim_gates": {
7
+ "collapse_effective_rank_ratio_min": 0.2,
8
+ "required_seeds": 2,
9
+ "retrieval_min_mrr_lift_over_no_action": 0.05,
10
+ "retrieval_min_recall_at_1_lift_over_no_action": 0.05
11
+ },
12
+ "deltas": {
13
+ "loss_action_swap_contrastive": -0.04981977403719211,
14
+ "loss_prediction_mse": -0.9530472468160471,
15
+ "loss_sigreg": -43.802404467521605,
16
+ "loss_total": -4.904602914021816,
17
+ "lr": 2.2552061951389665e-06,
18
+ "margin_no_action_minus_pred": 2.002938452412971,
19
+ "no_action_mse": 1.0498912055969238
20
+ },
21
+ "device": "cuda",
22
+ "final_metrics": {
23
+ "loss_action_swap_contrastive": 0.0001802267078659497,
24
+ "loss_prediction_mse": 0.0006388117052236339,
25
+ "loss_sigreg": 0.03640931421667337,
26
+ "loss_total": 0.008044810129795223,
27
+ "lr": 2.5552061951389666e-06,
28
+ "margin_no_action_minus_pred": 1.230750861813911,
29
+ "no_action_mse": 1.2313896735191345
30
+ },
31
+ "initial_metrics": {
32
+ "loss_action_swap_contrastive": 0.05000000074505806,
33
+ "loss_prediction_mse": 0.9536860585212708,
34
+ "loss_sigreg": 43.83881378173828,
35
+ "loss_total": 4.912647724151611,
36
+ "lr": 3e-07,
37
+ "margin_no_action_minus_pred": -0.7721875905990601,
38
+ "no_action_mse": 0.1814984679222107
39
+ },
40
+ "last_collapse_report": {
41
+ "latent_dim": 256,
42
+ "sample_count": 1605,
43
+ "z_pred_effective_rank": 119.52778226690744,
44
+ "z_pred_effective_rank_ratio": 0.4669053994801072,
45
+ "z_pred_mean_norm": 14.969247817993164,
46
+ "z_pred_mean_pairwise_cosine": 0.0003287186846137047,
47
+ "z_target_effective_rank": 120.0133970094394,
48
+ "z_target_effective_rank_ratio": 0.46880233206812266,
49
+ "z_target_mean_norm": 14.971046447753906
50
+ },
51
+ "objective": {
52
+ "action_swap_contrastive_weight": 0.1,
53
+ "inverse_action_reconstruction_weight": 0.05,
54
+ "prediction_mse_weight": 1.0,
55
+ "sigreg_weight": 0.09
56
+ },
57
+ "pack_dir": "/workspace/pack",
58
+ "pack_jsonl_path": "/workspace/pack/pack.jsonl",
59
+ "pack_record_count": 1605,
60
+ "run_name": "codelewm_execution_v0_6_a10g",
61
+ "schema_version": "codelewm.execution_train_run_report.v1",
62
+ "seed": 42,
63
+ "step_count": 50000,
64
+ "step_schema_version": "codelewm.execution_train_step.v1",
65
+ "tensorboard_export": {
66
+ "enabled": true,
67
+ "event_files": [
68
+ {
69
+ "bytes": 64534,
70
+ "path": "tensorboard/events.out.tfevents.1780189272.j-abdelstark-6a1b19373a4b8cae6044ebdc-dqqheheg-230ae-gwmrn.77.0",
71
+ "sha256": "0be3cee2b6f19cc22057d92ca0d69302705b3faf4d14932cdc5b0182e26fc08e"
72
+ }
73
+ ],
74
+ "histogram_tags": [
75
+ "parameters/encoder.position",
76
+ "parameters/encoder.token_embedding.weight",
77
+ "parameters/encoder.segment_embedding.weight",
78
+ "parameters/encoder.changed_embedding.weight",
79
+ "parameters/encoder.norm.weight",
80
+ "parameters/encoder.norm.bias",
81
+ "parameters/encoder.proj.0.weight",
82
+ "parameters/encoder.proj.0.bias"
83
+ ],
84
+ "report_path": "reports/tensorboard_export.json",
85
+ "scalar_tags": [
86
+ "loss_action_swap_contrastive",
87
+ "loss_prediction_mse",
88
+ "loss_sigreg",
89
+ "loss_total",
90
+ "lr",
91
+ "margin_no_action_minus_pred",
92
+ "no_action_mse"
93
+ ],
94
+ "schema_version": "codelewm.training.tensorboard_export.v1",
95
+ "summary_tags": []
96
+ },
97
+ "training_report_schema_version": "codelewm.execution_train_report.v1",
98
+ "wall_time_seconds": 28286.262,
99
+ "z_diagnostics": {
100
+ "latent_dim": 256,
101
+ "sample_count": 1605,
102
+ "z_pred_effective_rank": 119.52778226690744,
103
+ "z_pred_effective_rank_ratio": 0.4669053994801072,
104
+ "z_pred_mean_norm": 14.969247817993164,
105
+ "z_pred_mean_pairwise_cosine": 0.0003287186846137047,
106
+ "z_target_effective_rank": 120.0133970094394,
107
+ "z_target_effective_rank_ratio": 0.46880233206812266,
108
+ "z_target_mean_norm": 14.971046447753906
109
+ }
110
+ }
runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/reports/tensorboard_export.json ADDED
@@ -0,0 +1,47 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "checkpoint": {
3
+ "checkpoint_manifest_path": null,
4
+ "checkpoint_path": null
5
+ },
6
+ "event_files": [
7
+ {
8
+ "bytes": 64534,
9
+ "path": "tensorboard/events.out.tfevents.1780189272.j-abdelstark-6a1b19373a4b8cae6044ebdc-dqqheheg-230ae-gwmrn.77.0",
10
+ "sha256": "0be3cee2b6f19cc22057d92ca0d69302705b3faf4d14932cdc5b0182e26fc08e"
11
+ }
12
+ ],
13
+ "histogram_tags": [
14
+ "parameters/encoder.position",
15
+ "parameters/encoder.token_embedding.weight",
16
+ "parameters/encoder.segment_embedding.weight",
17
+ "parameters/encoder.changed_embedding.weight",
18
+ "parameters/encoder.norm.weight",
19
+ "parameters/encoder.norm.bias",
20
+ "parameters/encoder.proj.0.weight",
21
+ "parameters/encoder.proj.0.bias"
22
+ ],
23
+ "log_dir": "tensorboard",
24
+ "run_id": "codelewm_execution_v0_6_a10g",
25
+ "safety_limits": {
26
+ "candidate_code_serialized": false,
27
+ "max_histogram_tensors": 8,
28
+ "max_histogram_values": 4096,
29
+ "raw_checkpoint_serialized": false
30
+ },
31
+ "scalar_tags": [
32
+ "loss_action_swap_contrastive",
33
+ "loss_prediction_mse",
34
+ "loss_sigreg",
35
+ "loss_total",
36
+ "lr",
37
+ "margin_no_action_minus_pred",
38
+ "no_action_mse"
39
+ ],
40
+ "schema_version": "codelewm.training.tensorboard_export.v1",
41
+ "step_count": 50000,
42
+ "summary_tags": [],
43
+ "writer": {
44
+ "class": "SummaryWriter",
45
+ "module": "torch.utils.tensorboard.writer"
46
+ }
47
+ }
runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/tensorboard/events.out.tfevents.1780189272.j-abdelstark-6a1b19373a4b8cae6044ebdc-dqqheheg-230ae-gwmrn.77.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0be3cee2b6f19cc22057d92ca0d69302705b3faf4d14932cdc5b0182e26fc08e
3
+ size 64534
runs/codelewm-v0-6-execution-20260530-af1a114-seed-42/training_manifest.json ADDED
@@ -0,0 +1,110 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "artifact_manifest_id": "training_run-cb62408f881eff8c",
3
+ "artifact_manifest_path": "manifest.json",
4
+ "checkpoint_files": [
5
+ {
6
+ "bytes": 353873498,
7
+ "path": "checkpoints/checkpoint_step_00040000.pt",
8
+ "sha256": "4a106cbb20718deeaf0f5827fdc3161b47eb39761f8b914a71d3993d4dacf9cd"
9
+ },
10
+ {
11
+ "bytes": 353873498,
12
+ "path": "checkpoints/checkpoint_step_00045000.pt",
13
+ "sha256": "b3d5413ed7e14d26dffc3bf82924b5d509b5584b3be3e5a046ca818eac229bb1"
14
+ },
15
+ {
16
+ "bytes": 353873498,
17
+ "path": "checkpoints/checkpoint_step_00050000.pt",
18
+ "sha256": "c4aaae5ad5ebae7a32c7a79520496a2ca039b3a1b9a4a6d3c6199f1274fc2b20"
19
+ },
20
+ {
21
+ "bytes": 353873498,
22
+ "path": "checkpoints/last.pt",
23
+ "sha256": "c4aaae5ad5ebae7a32c7a79520496a2ca039b3a1b9a4a6d3c6199f1274fc2b20"
24
+ }
25
+ ],
26
+ "config_path": "config.json",
27
+ "config_sha256": "380572e064954f86e0132dd6a711b2f49d989928a323047450c5b88f9a8a3f6c",
28
+ "dataset_manifest_path": "/workspace/pack/pack.jsonl",
29
+ "final_metrics": {
30
+ "loss_action_swap_contrastive": 0.0001802267078659497,
31
+ "loss_prediction_mse": 0.0006388117052236339,
32
+ "loss_sigreg": 0.03640931421667337,
33
+ "loss_total": 0.008044810129795223,
34
+ "lr": 2.5552061951389666e-06,
35
+ "margin_no_action_minus_pred": 1.230750861813911,
36
+ "no_action_mse": 1.2313896735191345
37
+ },
38
+ "metadata": {
39
+ "executor": {
40
+ "device": "cuda",
41
+ "executor": "execution_torch",
42
+ "precision": "bf16-mixed",
43
+ "torch": "2.6.0+cu124"
44
+ },
45
+ "pack": {
46
+ "jsonl_path": "/workspace/pack/pack.jsonl",
47
+ "record_count": 1605,
48
+ "repo_id": "abdelstark/codelewm-execution-pack",
49
+ "revision": "v0.6.0"
50
+ },
51
+ "tensorboard_export": {
52
+ "enabled": true,
53
+ "event_files": [
54
+ {
55
+ "bytes": 64534,
56
+ "path": "tensorboard/events.out.tfevents.1780189272.j-abdelstark-6a1b19373a4b8cae6044ebdc-dqqheheg-230ae-gwmrn.77.0",
57
+ "sha256": "0be3cee2b6f19cc22057d92ca0d69302705b3faf4d14932cdc5b0182e26fc08e"
58
+ }
59
+ ],
60
+ "histogram_tags": [
61
+ "parameters/encoder.position",
62
+ "parameters/encoder.token_embedding.weight",
63
+ "parameters/encoder.segment_embedding.weight",
64
+ "parameters/encoder.changed_embedding.weight",
65
+ "parameters/encoder.norm.weight",
66
+ "parameters/encoder.norm.bias",
67
+ "parameters/encoder.proj.0.weight",
68
+ "parameters/encoder.proj.0.bias"
69
+ ],
70
+ "report_path": "reports/tensorboard_export.json",
71
+ "scalar_tags": [
72
+ "loss_action_swap_contrastive",
73
+ "loss_prediction_mse",
74
+ "loss_sigreg",
75
+ "loss_total",
76
+ "lr",
77
+ "margin_no_action_minus_pred",
78
+ "no_action_mse"
79
+ ],
80
+ "schema_version": "codelewm.training.tensorboard_export.v1",
81
+ "summary_tags": []
82
+ }
83
+ },
84
+ "metrics_path": "metrics.jsonl",
85
+ "metrics_report_path": "reports/execution_train_run_report.json",
86
+ "parent_artifacts": [
87
+ "execution_pack:codelewm-execution-pack-20260528T102625Z"
88
+ ],
89
+ "report_files": [
90
+ {
91
+ "bytes": 3856,
92
+ "path": "reports/execution_train_run_report.json",
93
+ "sha256": "ac1c0ace46787022edafe7252f50717beb70c3af7036b2ce132695624aec4f2d"
94
+ },
95
+ {
96
+ "bytes": 1357,
97
+ "path": "reports/tensorboard_export.json",
98
+ "sha256": "2597213792bffe8c81b964606b42cd9093668d89018824b870baa291c2250028"
99
+ },
100
+ {
101
+ "bytes": 64534,
102
+ "path": "tensorboard/events.out.tfevents.1780189272.j-abdelstark-6a1b19373a4b8cae6044ebdc-dqqheheg-230ae-gwmrn.77.0",
103
+ "sha256": "0be3cee2b6f19cc22057d92ca0d69302705b3faf4d14932cdc5b0182e26fc08e"
104
+ }
105
+ ],
106
+ "run_id": "codelewm_execution_v0_6_a10g",
107
+ "schema_version": "codelewm.training_run.v1",
108
+ "seed": 42,
109
+ "step_count": 50000
110
+ }