codelewm v0.9 run codelewm-v0-9-short-execution-20260606-69f798a-seed-42
Browse files- codelewm-v0-9-short-execution-20260606-69f798a-seed-42/checkpoints/checkpoint_step_00004000.pt +3 -0
- codelewm-v0-9-short-execution-20260606-69f798a-seed-42/checkpoints/checkpoint_step_00004000.pt.manifest.json +14 -0
- codelewm-v0-9-short-execution-20260606-69f798a-seed-42/checkpoints/checkpoint_step_00008000.pt +3 -0
- codelewm-v0-9-short-execution-20260606-69f798a-seed-42/checkpoints/checkpoint_step_00008000.pt.manifest.json +14 -0
- codelewm-v0-9-short-execution-20260606-69f798a-seed-42/checkpoints/checkpoint_step_00012000.pt +3 -0
- codelewm-v0-9-short-execution-20260606-69f798a-seed-42/checkpoints/checkpoint_step_00012000.pt.manifest.json +14 -0
- codelewm-v0-9-short-execution-20260606-69f798a-seed-42/checkpoints/last.pt +3 -0
- codelewm-v0-9-short-execution-20260606-69f798a-seed-42/checkpoints/last.pt.manifest.json +14 -0
- codelewm-v0-9-short-execution-20260606-69f798a-seed-42/config.json +116 -0
- codelewm-v0-9-short-execution-20260606-69f798a-seed-42/manifest.json +188 -0
- codelewm-v0-9-short-execution-20260606-69f798a-seed-42/metrics.jsonl +0 -0
- codelewm-v0-9-short-execution-20260606-69f798a-seed-42/reports/collapse_diagnostics.jsonl +12 -0
- codelewm-v0-9-short-execution-20260606-69f798a-seed-42/reports/execution_train_run_report.json +157 -0
- codelewm-v0-9-short-execution-20260606-69f798a-seed-42/reports/job_progress.jsonl +0 -0
- codelewm-v0-9-short-execution-20260606-69f798a-seed-42/reports/tensorboard_export.json +56 -0
- codelewm-v0-9-short-execution-20260606-69f798a-seed-42/tensorboard/events.out.tfevents.1780797982.j-abdelstark-6a241a07ece949d7b3dca989-6sdr3jgd-2df9b-4hskt.89.0 +3 -0
- codelewm-v0-9-short-execution-20260606-69f798a-seed-42/training_manifest.json +133 -0
codelewm-v0-9-short-execution-20260606-69f798a-seed-42/checkpoints/checkpoint_step_00004000.pt
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size 443421998
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codelewm-v0-9-short-execution-20260606-69f798a-seed-42/checkpoints/checkpoint_step_00004000.pt.manifest.json
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{
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"checkpoint_path": "checkpoint_step_00004000.pt",
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"checkpoint_sha256": "8b795b2dd43d381971ab623e059f5d280334d5e845ad4cb38d1bd2e8bfbb312f",
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"metadata": {
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"latent_dim": 256,
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"model_class": "TorchCodeTransitionModel",
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"record_schema_version": "codelewm.execution_pack_record.v2",
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"schema_version": "codelewm.checkpoint.v1"
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"migration_hook": null,
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"schema_version": "codelewm.checkpoint.v1"
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}
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codelewm-v0-9-short-execution-20260606-69f798a-seed-42/checkpoints/checkpoint_step_00008000.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4c8bad1b9610166e4ea2aea8c483ffc8b04c75fcae7ad2f776dcbe10676212a5
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size 443421998
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codelewm-v0-9-short-execution-20260606-69f798a-seed-42/checkpoints/checkpoint_step_00008000.pt.manifest.json
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{
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"checkpoint_path": "checkpoint_step_00008000.pt",
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"checkpoint_sha256": "4c8bad1b9610166e4ea2aea8c483ffc8b04c75fcae7ad2f776dcbe10676212a5",
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"metadata": {
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"action_view": "text",
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"config_hash": "e046d01aeeddc49518d07791e3a59d16bbb9d54c83400d17b4fdc51650e7197b",
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"latent_dim": 256,
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"model_class": "TorchCodeTransitionModel",
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"record_schema_version": "codelewm.execution_pack_record.v2",
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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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codelewm-v0-9-short-execution-20260606-69f798a-seed-42/checkpoints/checkpoint_step_00012000.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c783fa0dbe5da6bd072ff0b2f2753bdbac9fe684b49bf82e70ab6a2f69d513da
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size 443421998
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codelewm-v0-9-short-execution-20260606-69f798a-seed-42/checkpoints/checkpoint_step_00012000.pt.manifest.json
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{
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"checkpoint_path": "checkpoint_step_00012000.pt",
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"checkpoint_sha256": "c783fa0dbe5da6bd072ff0b2f2753bdbac9fe684b49bf82e70ab6a2f69d513da",
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"metadata": {
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"action_view": "text",
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"config_hash": "e046d01aeeddc49518d07791e3a59d16bbb9d54c83400d17b4fdc51650e7197b",
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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.execution_pack_record.v2",
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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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codelewm-v0-9-short-execution-20260606-69f798a-seed-42/checkpoints/last.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c783fa0dbe5da6bd072ff0b2f2753bdbac9fe684b49bf82e70ab6a2f69d513da
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size 443421998
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codelewm-v0-9-short-execution-20260606-69f798a-seed-42/checkpoints/last.pt.manifest.json
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{
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"checkpoint_path": "last.pt",
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"checkpoint_sha256": "c783fa0dbe5da6bd072ff0b2f2753bdbac9fe684b49bf82e70ab6a2f69d513da",
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"metadata": {
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"action_view": "text",
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"config_hash": "e046d01aeeddc49518d07791e3a59d16bbb9d54c83400d17b4fdc51650e7197b",
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"latent_dim": 256,
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| 8 |
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"model_class": "TorchCodeTransitionModel",
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| 9 |
+
"record_schema_version": "codelewm.execution_pack_record.v2",
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| 10 |
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"schema_version": "codelewm.checkpoint.v1"
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},
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| 12 |
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"migration_hook": null,
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| 13 |
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"schema_version": "codelewm.checkpoint.v1"
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}
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codelewm-v0-9-short-execution-20260606-69f798a-seed-42/config.json
ADDED
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{
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"device": "cuda",
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| 3 |
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"execution_train_config": {
|
| 4 |
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"claim_boundary": {
|
| 5 |
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"name": "execution_substrate.v1",
|
| 6 |
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"scope": "v0_9_cross_benchmark_correctness_co_training_short"
|
| 7 |
+
},
|
| 8 |
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"claim_gates": {
|
| 9 |
+
"collapse_effective_rank_ratio_min": 0.2,
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| 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 |
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"retrieval_min_recall_at_1_lift_over_no_action": 0.05,
|
| 16 |
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"surprise_mutation_auc_min": 0.65,
|
| 17 |
+
"surprise_same_code_different_input_auc_min": 0.7,
|
| 18 |
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"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 |
+
"humaneval_wsd_test_split",
|
| 24 |
+
"mbpp_plus_wsd_test_split",
|
| 25 |
+
"humaneval",
|
| 26 |
+
"mbpp_plus"
|
| 27 |
+
],
|
| 28 |
+
"ingestion_sources": [
|
| 29 |
+
"humaneval",
|
| 30 |
+
"mbpp_plus"
|
| 31 |
+
],
|
| 32 |
+
"manifest_filename": "manifest.json",
|
| 33 |
+
"pack_jsonl": "pack.jsonl",
|
| 34 |
+
"pack_repo_id": "abdelstark/codelewm-execution-pack",
|
| 35 |
+
"pack_revision": "v0.9.0-rc1"
|
| 36 |
+
},
|
| 37 |
+
"hf_jobs": {
|
| 38 |
+
"artifact_repo_id": "abdelstark/codelewm-runs",
|
| 39 |
+
"checkpoint_repo_id": "abdelstark/codelewm-transition-model",
|
| 40 |
+
"checkpoint_revision_template": "v0.9.0-short-seed-{seed}",
|
| 41 |
+
"flavor": "a10g-small",
|
| 42 |
+
"region": "us-east-1",
|
| 43 |
+
"run_name_template": "codelewm-v0-9-short-execution-{date}-{sha}-seed-{seed}",
|
| 44 |
+
"runtime_image": "ghcr.io/abdelstark/codelewm-runtime:v0.9",
|
| 45 |
+
"timeout_hours": 24
|
| 46 |
+
},
|
| 47 |
+
"implementing_issue": 391,
|
| 48 |
+
"loader": {
|
| 49 |
+
"action_sequence_length": 256,
|
| 50 |
+
"batch_size": 64,
|
| 51 |
+
"code_sequence_length": 1024,
|
| 52 |
+
"effective_batch_size": 256,
|
| 53 |
+
"gradient_accumulation_steps": 4,
|
| 54 |
+
"output_sequence_length": 256,
|
| 55 |
+
"shuffle": true
|
| 56 |
+
},
|
| 57 |
+
"name": "codelewm_execution_v0_9_short_a10g",
|
| 58 |
+
"objective": {
|
| 59 |
+
"action_swap_contrastive_weight": 0.1,
|
| 60 |
+
"inverse_action_reconstruction_weight": 0.05,
|
| 61 |
+
"output_value_ce_weight": 0.2,
|
| 62 |
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"p_pass_bce_pos_weight": 1.0240518038852915,
|
| 63 |
+
"p_pass_bce_weight": 0.5,
|
| 64 |
+
"prediction_mse_weight": 1.0,
|
| 65 |
+
"retrieval_weight": 0.05,
|
| 66 |
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"sigreg_weight": 0.09
|
| 67 |
+
},
|
| 68 |
+
"optimizer": {
|
| 69 |
+
"betas": [
|
| 70 |
+
0.9,
|
| 71 |
+
0.95
|
| 72 |
+
],
|
| 73 |
+
"lr": 0.0003,
|
| 74 |
+
"name": "adamw",
|
| 75 |
+
"weight_decay": 0.1
|
| 76 |
+
},
|
| 77 |
+
"parent_issue": 385,
|
| 78 |
+
"schema_version": "codelewm.execution_train_config.v1",
|
| 79 |
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"seeds": [
|
| 80 |
+
42,
|
| 81 |
+
1729
|
| 82 |
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],
|
| 83 |
+
"substrate": "execution_trace_v1",
|
| 84 |
+
"target_substrate_run": "v0.9.0",
|
| 85 |
+
"trainer": {
|
| 86 |
+
"accelerator": "gpu",
|
| 87 |
+
"checkpoint_every_n_steps": 4000,
|
| 88 |
+
"collapse_diagnostics_every_n_steps": 1000,
|
| 89 |
+
"cosine_decay_to": 0.0,
|
| 90 |
+
"devices": 1,
|
| 91 |
+
"gradient_clip_val": 1.0,
|
| 92 |
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"keep_best_by_metric": "val_mse",
|
| 93 |
+
"keep_last_n_checkpoints": 3,
|
| 94 |
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"max_steps": 12000,
|
| 95 |
+
"precision": "bf16-mixed",
|
| 96 |
+
"progress_log_every_n_steps": 10,
|
| 97 |
+
"tensorboard_enabled": true,
|
| 98 |
+
"warmup_steps": 500
|
| 99 |
+
},
|
| 100 |
+
"wm": {
|
| 101 |
+
"ema_target_decay": 0.99,
|
| 102 |
+
"embed_dim": 256,
|
| 103 |
+
"enable_ema_target_encoder": true,
|
| 104 |
+
"history_size": 1,
|
| 105 |
+
"num_preds": 1,
|
| 106 |
+
"state_encoder_heads": 8,
|
| 107 |
+
"state_encoder_layers": 4,
|
| 108 |
+
"state_encoder_type": "transformer"
|
| 109 |
+
}
|
| 110 |
+
},
|
| 111 |
+
"pack_batch_schema_version": "codelewm.execution_pack_batch.v2",
|
| 112 |
+
"pack_jsonl_path": "/workspace/pack/pack.jsonl",
|
| 113 |
+
"pack_manifest_schema_version": "codelewm.execution_pack_manifest.v1",
|
| 114 |
+
"pack_record_count": 2188,
|
| 115 |
+
"seed": 42
|
| 116 |
+
}
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codelewm-v0-9-short-execution-20260606-69f798a-seed-42/manifest.json
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codelewm-v0-9-short-execution-20260606-69f798a-seed-42/metrics.jsonl
ADDED
|
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|
|
codelewm-v0-9-short-execution-20260606-69f798a-seed-42/reports/collapse_diagnostics.jsonl
ADDED
|
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|
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|
| 1 |
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{"diagnostics": {"latent_dim": 256, "sample_count": 2188, "z_pred_effective_rank": 72.13447087732516, "z_pred_effective_rank_ratio": 0.2817752768645514, "z_pred_mean_norm": 13.432175636291504, "z_pred_mean_pairwise_cosine": 0.001187544665299356, "z_target_effective_rank": 70.25751129761431, "z_target_effective_rank_ratio": 0.2744434035063059, "z_target_mean_norm": 14.550199508666992}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 1000}
|
| 2 |
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{"diagnostics": {"latent_dim": 256, "sample_count": 2188, "z_pred_effective_rank": 75.66703394518504, "z_pred_effective_rank_ratio": 0.29557435134837906, "z_pred_mean_norm": 14.099496841430664, "z_pred_mean_pairwise_cosine": 0.0018061584560200572, "z_target_effective_rank": 71.62029740843953, "z_target_effective_rank_ratio": 0.2797667867517169, "z_target_mean_norm": 14.78684139251709}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 2000}
|
| 3 |
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{"diagnostics": {"latent_dim": 256, "sample_count": 2188, "z_pred_effective_rank": 76.05336033184744, "z_pred_effective_rank_ratio": 0.2970834387962791, "z_pred_mean_norm": 14.501553535461426, "z_pred_mean_pairwise_cosine": 0.0022931010462343693, "z_target_effective_rank": 73.21213507798403, "z_target_effective_rank_ratio": 0.2859849026483751, "z_target_mean_norm": 14.840349197387695}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 3000}
|
| 4 |
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{"diagnostics": {"latent_dim": 256, "sample_count": 2188, "z_pred_effective_rank": 76.24817150258377, "z_pred_effective_rank_ratio": 0.29784441993196786, "z_pred_mean_norm": 14.649992942810059, "z_pred_mean_pairwise_cosine": 0.0028349070344120264, "z_target_effective_rank": 74.44832970778448, "z_target_effective_rank_ratio": 0.29081378792103313, "z_target_mean_norm": 14.964954376220703}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 4000}
|
| 5 |
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{"diagnostics": {"latent_dim": 256, "sample_count": 2188, "z_pred_effective_rank": 78.3298700443273, "z_pred_effective_rank_ratio": 0.3059760548606535, "z_pred_mean_norm": 14.919479370117188, "z_pred_mean_pairwise_cosine": 0.0021316620986908674, "z_target_effective_rank": 80.06235946023885, "z_target_effective_rank_ratio": 0.312743591641558, "z_target_mean_norm": 14.995393753051758}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 5000}
|
| 6 |
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{"diagnostics": {"latent_dim": 256, "sample_count": 2188, "z_pred_effective_rank": 83.88439028034965, "z_pred_effective_rank_ratio": 0.3276733995326158, "z_pred_mean_norm": 15.142319679260254, "z_pred_mean_pairwise_cosine": 0.002276504645124078, "z_target_effective_rank": 86.78379530869846, "z_target_effective_rank_ratio": 0.33899920042460335, "z_target_mean_norm": 15.216852188110352}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 6000}
|
| 7 |
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{"diagnostics": {"latent_dim": 256, "sample_count": 2188, "z_pred_effective_rank": 89.65507184905627, "z_pred_effective_rank_ratio": 0.35021512441037606, "z_pred_mean_norm": 15.064888954162598, "z_pred_mean_pairwise_cosine": 0.002451762557029724, "z_target_effective_rank": 92.57502790706174, "z_target_effective_rank_ratio": 0.3616212027619599, "z_target_mean_norm": 15.217697143554688}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 7000}
|
| 8 |
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{"diagnostics": {"latent_dim": 256, "sample_count": 2188, "z_pred_effective_rank": 93.48836859505431, "z_pred_effective_rank_ratio": 0.3651889398244309, "z_pred_mean_norm": 15.136013984680176, "z_pred_mean_pairwise_cosine": 0.002421039855107665, "z_target_effective_rank": 96.41627750983234, "z_target_effective_rank_ratio": 0.3766260840227826, "z_target_mean_norm": 15.24014663696289}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 8000}
|
| 9 |
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|
| 10 |
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codelewm-v0-9-short-execution-20260606-69f798a-seed-42/reports/execution_train_run_report.json
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codelewm-v0-9-short-execution-20260606-69f798a-seed-42/reports/job_progress.jsonl
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The diff for this file is too large to render.
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|
codelewm-v0-9-short-execution-20260606-69f798a-seed-42/reports/tensorboard_export.json
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