Add CodeLeWM v0.8 short checkpoint seed 42
Browse files- checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/checkpoints/checkpoint_step_00004000.pt +3 -0
- checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/checkpoints/checkpoint_step_00004000.pt.manifest.json +14 -0
- checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/checkpoints/checkpoint_step_00008000.pt +3 -0
- checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/checkpoints/checkpoint_step_00008000.pt.manifest.json +14 -0
- checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/checkpoints/checkpoint_step_00012000.pt +3 -0
- checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/checkpoints/checkpoint_step_00012000.pt.manifest.json +14 -0
- checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/checkpoints/last.pt +3 -0
- checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/checkpoints/last.pt.manifest.json +14 -0
- checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/config.json +114 -0
- checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/manifest.json +188 -0
- checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/metrics.jsonl +0 -0
- checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/reports/collapse_diagnostics.jsonl +12 -0
- checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/reports/execution_train_run_report.json +157 -0
- checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/reports/job_progress.jsonl +0 -0
- checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/reports/tensorboard_export.json +56 -0
- checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/tensorboard/events.out.tfevents.1780691187.j-abdelstark-6a2278d2e6aa50b87b9eba56-ceykk02k-1ee16-vkxpt.77.0 +3 -0
- checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/training_manifest.json +133 -0
checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/checkpoints/checkpoint_step_00004000.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:39ea4005c6847c1443036db34c33d60b498fa1694cfa0df5e0246e806864424e
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size 443421998
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checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-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": "39ea4005c6847c1443036db34c33d60b498fa1694cfa0df5e0246e806864424e",
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"metadata": {
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"action_view": "text",
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"config_hash": "67dfca002fa850b02f56722a0a49075d977db5606d3ea21039174683f22ac492",
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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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checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/checkpoints/checkpoint_step_00008000.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:526e03c29cba8046bbc56086dabeb8bf39f7f137c9779a465dccec454e4fea78
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size 443421998
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checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-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": "526e03c29cba8046bbc56086dabeb8bf39f7f137c9779a465dccec454e4fea78",
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"metadata": {
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"action_view": "text",
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"config_hash": "67dfca002fa850b02f56722a0a49075d977db5606d3ea21039174683f22ac492",
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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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checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/checkpoints/checkpoint_step_00012000.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:03707bc09d1e60d74bdd94d649f4179632ea57fc06b6f0640d05083664aa7136
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size 443421998
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checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-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": "03707bc09d1e60d74bdd94d649f4179632ea57fc06b6f0640d05083664aa7136",
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"metadata": {
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"action_view": "text",
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"config_hash": "67dfca002fa850b02f56722a0a49075d977db5606d3ea21039174683f22ac492",
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"latent_dim": 256,
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| 8 |
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"model_class": "TorchCodeTransitionModel",
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| 9 |
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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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checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/checkpoints/last.pt
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:03707bc09d1e60d74bdd94d649f4179632ea57fc06b6f0640d05083664aa7136
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size 443421998
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checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-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": "03707bc09d1e60d74bdd94d649f4179632ea57fc06b6f0640d05083664aa7136",
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| 4 |
+
"metadata": {
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| 5 |
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"action_view": "text",
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+
"config_hash": "67dfca002fa850b02f56722a0a49075d977db5606d3ea21039174683f22ac492",
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| 7 |
+
"latent_dim": 256,
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| 8 |
+
"model_class": "TorchCodeTransitionModel",
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| 9 |
+
"record_schema_version": "codelewm.execution_pack_record.v2",
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| 10 |
+
"schema_version": "codelewm.checkpoint.v1"
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| 11 |
+
},
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| 12 |
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"migration_hook": null,
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| 13 |
+
"schema_version": "codelewm.checkpoint.v1"
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}
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checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/config.json
ADDED
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@@ -0,0 +1,114 @@
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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": {
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| 5 |
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"name": "execution_substrate.v1",
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| 6 |
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"scope": "v0_8_correctness_co_training_short"
|
| 7 |
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},
|
| 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 |
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"downstream_rerank_pass_at_1_lift_min": 3.0,
|
| 13 |
+
"required_seeds": 2,
|
| 14 |
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"retrieval_min_mrr_lift_over_no_action": 0.05,
|
| 15 |
+
"retrieval_min_recall_at_1_lift_over_no_action": 0.05,
|
| 16 |
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"surprise_mutation_auc_min": 0.65,
|
| 17 |
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"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 |
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"data": {
|
| 21 |
+
"claim_boundary_filename": "claim_boundary.md",
|
| 22 |
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"held_out_for_eval": [
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| 23 |
+
"humaneval_wsd_test_split",
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| 24 |
+
"humaneval",
|
| 25 |
+
"mbpp_plus"
|
| 26 |
+
],
|
| 27 |
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"ingestion_sources": [
|
| 28 |
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"humaneval"
|
| 29 |
+
],
|
| 30 |
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"manifest_filename": "manifest.json",
|
| 31 |
+
"pack_jsonl": "pack.jsonl",
|
| 32 |
+
"pack_repo_id": "abdelstark/codelewm-execution-pack",
|
| 33 |
+
"pack_revision": "v0.8.0-rc1"
|
| 34 |
+
},
|
| 35 |
+
"hf_jobs": {
|
| 36 |
+
"artifact_repo_id": "abdelstark/codelewm-runs",
|
| 37 |
+
"checkpoint_repo_id": "abdelstark/codelewm-transition-model",
|
| 38 |
+
"checkpoint_revision_template": "v0.8.0-short-seed-{seed}",
|
| 39 |
+
"flavor": "a10g-small",
|
| 40 |
+
"region": "us-east-1",
|
| 41 |
+
"run_name_template": "codelewm-v0-8-short-execution-{date}-{sha}-seed-{seed}",
|
| 42 |
+
"runtime_image": "ghcr.io/abdelstark/codelewm-runtime:v0.8",
|
| 43 |
+
"timeout_hours": 24
|
| 44 |
+
},
|
| 45 |
+
"implementing_issue": 370,
|
| 46 |
+
"loader": {
|
| 47 |
+
"action_sequence_length": 256,
|
| 48 |
+
"batch_size": 64,
|
| 49 |
+
"code_sequence_length": 1024,
|
| 50 |
+
"effective_batch_size": 256,
|
| 51 |
+
"gradient_accumulation_steps": 4,
|
| 52 |
+
"output_sequence_length": 256,
|
| 53 |
+
"shuffle": true
|
| 54 |
+
},
|
| 55 |
+
"name": "codelewm_execution_v0_8_short_a10g",
|
| 56 |
+
"objective": {
|
| 57 |
+
"action_swap_contrastive_weight": 0.1,
|
| 58 |
+
"inverse_action_reconstruction_weight": 0.05,
|
| 59 |
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"output_value_ce_weight": 0.2,
|
| 60 |
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"p_pass_bce_pos_weight": 0.9145473041709054,
|
| 61 |
+
"p_pass_bce_weight": 0.5,
|
| 62 |
+
"prediction_mse_weight": 1.0,
|
| 63 |
+
"retrieval_weight": 0.05,
|
| 64 |
+
"sigreg_weight": 0.09
|
| 65 |
+
},
|
| 66 |
+
"optimizer": {
|
| 67 |
+
"betas": [
|
| 68 |
+
0.9,
|
| 69 |
+
0.95
|
| 70 |
+
],
|
| 71 |
+
"lr": 0.0003,
|
| 72 |
+
"name": "adamw",
|
| 73 |
+
"weight_decay": 0.1
|
| 74 |
+
},
|
| 75 |
+
"parent_issue": 364,
|
| 76 |
+
"schema_version": "codelewm.execution_train_config.v1",
|
| 77 |
+
"seeds": [
|
| 78 |
+
42,
|
| 79 |
+
1729
|
| 80 |
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],
|
| 81 |
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"substrate": "execution_trace_v1",
|
| 82 |
+
"target_substrate_run": "v0.8.0",
|
| 83 |
+
"trainer": {
|
| 84 |
+
"accelerator": "gpu",
|
| 85 |
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"checkpoint_every_n_steps": 4000,
|
| 86 |
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"collapse_diagnostics_every_n_steps": 1000,
|
| 87 |
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"cosine_decay_to": 0.0,
|
| 88 |
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"devices": 1,
|
| 89 |
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"gradient_clip_val": 1.0,
|
| 90 |
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"keep_best_by_metric": "val_mse",
|
| 91 |
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"keep_last_n_checkpoints": 3,
|
| 92 |
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"max_steps": 12000,
|
| 93 |
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"precision": "bf16-mixed",
|
| 94 |
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"progress_log_every_n_steps": 10,
|
| 95 |
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"tensorboard_enabled": true,
|
| 96 |
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"warmup_steps": 500
|
| 97 |
+
},
|
| 98 |
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"wm": {
|
| 99 |
+
"ema_target_decay": 0.99,
|
| 100 |
+
"embed_dim": 256,
|
| 101 |
+
"enable_ema_target_encoder": true,
|
| 102 |
+
"history_size": 1,
|
| 103 |
+
"num_preds": 1,
|
| 104 |
+
"state_encoder_heads": 8,
|
| 105 |
+
"state_encoder_layers": 4,
|
| 106 |
+
"state_encoder_type": "transformer"
|
| 107 |
+
}
|
| 108 |
+
},
|
| 109 |
+
"pack_batch_schema_version": "codelewm.execution_pack_batch.v2",
|
| 110 |
+
"pack_jsonl_path": "/workspace/pack/pack.jsonl",
|
| 111 |
+
"pack_manifest_schema_version": "codelewm.execution_pack_manifest.v1",
|
| 112 |
+
"pack_record_count": 1882,
|
| 113 |
+
"seed": 42
|
| 114 |
+
}
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checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/manifest.json
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checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/metrics.jsonl
ADDED
|
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|
|
checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-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": 1882, "z_pred_effective_rank": 70.10661579617864, "z_pred_effective_rank_ratio": 0.27385396795382283, "z_pred_mean_norm": 13.509247779846191, "z_pred_mean_pairwise_cosine": 0.0016156574711203575, "z_target_effective_rank": 62.1457398461993, "z_target_effective_rank_ratio": 0.242756796274216, "z_target_mean_norm": 14.71682357788086}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 1000}
|
| 2 |
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{"diagnostics": {"latent_dim": 256, "sample_count": 1882, "z_pred_effective_rank": 72.82603680877733, "z_pred_effective_rank_ratio": 0.28447670628428645, "z_pred_mean_norm": 14.26983642578125, "z_pred_mean_pairwise_cosine": 0.0016286582686007023, "z_target_effective_rank": 65.13727607974995, "z_target_effective_rank_ratio": 0.25444248468652325, "z_target_mean_norm": 14.785311698913574}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 2000}
|
| 3 |
+
{"diagnostics": {"latent_dim": 256, "sample_count": 1882, "z_pred_effective_rank": 73.12226144029945, "z_pred_effective_rank_ratio": 0.28563383375116974, "z_pred_mean_norm": 14.54785442352295, "z_pred_mean_pairwise_cosine": 0.0021536860149353743, "z_target_effective_rank": 67.61185004163357, "z_target_effective_rank_ratio": 0.26410878922513115, "z_target_mean_norm": 14.864985466003418}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 3000}
|
| 4 |
+
{"diagnostics": {"latent_dim": 256, "sample_count": 1882, "z_pred_effective_rank": 74.54850628396616, "z_pred_effective_rank_ratio": 0.2912051026717428, "z_pred_mean_norm": 14.804821014404297, "z_pred_mean_pairwise_cosine": 0.0017958185635507107, "z_target_effective_rank": 70.71245276323113, "z_target_effective_rank_ratio": 0.2762205186063716, "z_target_mean_norm": 14.998796463012695}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 4000}
|
| 5 |
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{"diagnostics": {"latent_dim": 256, "sample_count": 1882, "z_pred_effective_rank": 76.86825564840873, "z_pred_effective_rank_ratio": 0.3002666236265966, "z_pred_mean_norm": 15.011581420898438, "z_pred_mean_pairwise_cosine": 0.0018273957539349794, "z_target_effective_rank": 77.18276242594123, "z_target_effective_rank_ratio": 0.30149516572633295, "z_target_mean_norm": 15.210676193237305}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 5000}
|
| 6 |
+
{"diagnostics": {"latent_dim": 256, "sample_count": 1882, "z_pred_effective_rank": 81.38479960439118, "z_pred_effective_rank_ratio": 0.31790937345465303, "z_pred_mean_norm": 15.052703857421875, "z_pred_mean_pairwise_cosine": 0.0020847031846642494, "z_target_effective_rank": 82.85450555087422, "z_target_effective_rank_ratio": 0.32365041230810243, "z_target_mean_norm": 15.233540534973145}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 6000}
|
| 7 |
+
{"diagnostics": {"latent_dim": 256, "sample_count": 1882, "z_pred_effective_rank": 87.56005039257956, "z_pred_effective_rank_ratio": 0.3420314468460139, "z_pred_mean_norm": 15.222610473632812, "z_pred_mean_pairwise_cosine": 0.0023983728606253862, "z_target_effective_rank": 89.34263839028718, "z_target_effective_rank_ratio": 0.3489946812120593, "z_target_mean_norm": 15.252463340759277}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 7000}
|
| 8 |
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{"diagnostics": {"latent_dim": 256, "sample_count": 1882, "z_pred_effective_rank": 92.57277663056128, "z_pred_effective_rank_ratio": 0.36161240871313, "z_pred_mean_norm": 15.163707733154297, "z_pred_mean_pairwise_cosine": 0.002587557304650545, "z_target_effective_rank": 94.21540704747197, "z_target_effective_rank_ratio": 0.3680289337791874, "z_target_mean_norm": 15.298080444335938}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 8000}
|
| 9 |
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{"diagnostics": {"latent_dim": 256, "sample_count": 1882, "z_pred_effective_rank": 95.807294879031, "z_pred_effective_rank_ratio": 0.37424724562121486, "z_pred_mean_norm": 15.246770858764648, "z_pred_mean_pairwise_cosine": 0.0025328306946903467, "z_target_effective_rank": 97.3564200109714, "z_target_effective_rank_ratio": 0.38029851566785705, "z_target_mean_norm": 15.305309295654297}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 9000}
|
| 10 |
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checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/reports/execution_train_run_report.json
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checkpoints/codelewm-v0-8-short-execution-20260605-1b737e4-seed-42/reports/tensorboard_export.json
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