codelewm v0.7 run codelewm-v0-7-short-execution-20260603-bcc581d-seed-42

codelewm-v0-7-short-execution-20260603-bcc581d-seed-42/checkpoints/checkpoint_step_00005000.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc69a65d20da77793aa11a7a3df748ab80430561f2713ae9e8dba19afe8645d0
+size 391843610

codelewm-v0-7-short-execution-20260603-bcc581d-seed-42/checkpoints/checkpoint_step_00005000.pt.manifest.json

@@ -0,0 +1,14 @@
+{
+  "checkpoint_path": "checkpoint_step_00005000.pt",
+  "checkpoint_sha256": "dc69a65d20da77793aa11a7a3df748ab80430561f2713ae9e8dba19afe8645d0",
+  "metadata": {
+    "action_view": "text",
+    "config_hash": "1d7ab2566e720dc9adfe7b2436c8bd04f764e70748731b06eefb7b4994a2fc56",
+    "latent_dim": 256,
+    "model_class": "TorchCodeTransitionModel",
+    "record_schema_version": "codelewm.execution_pack_record.v1",
+    "schema_version": "codelewm.checkpoint.v1"
+  },
+  "migration_hook": null,
+  "schema_version": "codelewm.checkpoint.v1"
+}

codelewm-v0-7-short-execution-20260603-bcc581d-seed-42/checkpoints/checkpoint_step_00010000.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f167b0e4e04bbff2ced8ad1a87e27574d13bf4818399f1a50a30a79d279fd4ee
+size 391843610

codelewm-v0-7-short-execution-20260603-bcc581d-seed-42/checkpoints/checkpoint_step_00010000.pt.manifest.json

@@ -0,0 +1,14 @@
+{
+  "checkpoint_path": "checkpoint_step_00010000.pt",
+  "checkpoint_sha256": "f167b0e4e04bbff2ced8ad1a87e27574d13bf4818399f1a50a30a79d279fd4ee",
+  "metadata": {
+    "action_view": "text",
+    "config_hash": "1d7ab2566e720dc9adfe7b2436c8bd04f764e70748731b06eefb7b4994a2fc56",
+    "latent_dim": 256,
+    "model_class": "TorchCodeTransitionModel",
+    "record_schema_version": "codelewm.execution_pack_record.v1",
+    "schema_version": "codelewm.checkpoint.v1"
+  },
+  "migration_hook": null,
+  "schema_version": "codelewm.checkpoint.v1"
+}

codelewm-v0-7-short-execution-20260603-bcc581d-seed-42/checkpoints/checkpoint_step_00015000.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c5eb0a36181d466b910d8f691cb22ab6bd504452d94bc8d52922b98fd15e954
+size 391843610

codelewm-v0-7-short-execution-20260603-bcc581d-seed-42/checkpoints/checkpoint_step_00015000.pt.manifest.json

@@ -0,0 +1,14 @@
+{
+  "checkpoint_path": "checkpoint_step_00015000.pt",
+  "checkpoint_sha256": "5c5eb0a36181d466b910d8f691cb22ab6bd504452d94bc8d52922b98fd15e954",
+  "metadata": {
+    "action_view": "text",
+    "config_hash": "1d7ab2566e720dc9adfe7b2436c8bd04f764e70748731b06eefb7b4994a2fc56",
+    "latent_dim": 256,
+    "model_class": "TorchCodeTransitionModel",
+    "record_schema_version": "codelewm.execution_pack_record.v1",
+    "schema_version": "codelewm.checkpoint.v1"
+  },
+  "migration_hook": null,
+  "schema_version": "codelewm.checkpoint.v1"
+}

codelewm-v0-7-short-execution-20260603-bcc581d-seed-42/checkpoints/last.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5c5eb0a36181d466b910d8f691cb22ab6bd504452d94bc8d52922b98fd15e954
+size 391843610

codelewm-v0-7-short-execution-20260603-bcc581d-seed-42/checkpoints/last.pt.manifest.json

@@ -0,0 +1,14 @@
+{
+  "checkpoint_path": "last.pt",
+  "checkpoint_sha256": "5c5eb0a36181d466b910d8f691cb22ab6bd504452d94bc8d52922b98fd15e954",
+  "metadata": {
+    "action_view": "text",
+    "config_hash": "1d7ab2566e720dc9adfe7b2436c8bd04f764e70748731b06eefb7b4994a2fc56",
+    "latent_dim": 256,
+    "model_class": "TorchCodeTransitionModel",
+    "record_schema_version": "codelewm.execution_pack_record.v1",
+    "schema_version": "codelewm.checkpoint.v1"
+  },
+  "migration_hook": null,
+  "schema_version": "codelewm.checkpoint.v1"
+}

codelewm-v0-7-short-execution-20260603-bcc581d-seed-42/config.json

@@ -0,0 +1,107 @@
+{
+  "device": "cuda",
+  "execution_train_config": {
+    "claim_boundary": {
+      "name": "execution_substrate.v1",
+      "scope": "v0_7_full_run"
+    },
+    "claim_gates": {
+      "collapse_effective_rank_ratio_min": 0.2,
+      "collapse_nearest_neighbor_entropy_min": 0.1,
+      "collapse_per_dim_variance_median_min": 1e-08,
+      "downstream_rerank_pass_at_1_lift_min": 3.0,
+      "required_seeds": 2,
+      "retrieval_min_mrr_lift_over_no_action": 0.05,
+      "retrieval_min_recall_at_1_lift_over_no_action": 0.05,
+      "surprise_mutation_auc_min": 0.65,
+      "surprise_same_code_different_input_auc_min": 0.7,
+      "surprise_same_problem_different_submission_auc_min": 0.6
+    },
+    "data": {
+      "claim_boundary_filename": "claim_boundary.md",
+      "held_out_for_eval": [
+        "mbpp_plus",
+        "humaneval"
+      ],
+      "ingestion_sources": [
+        "mbpp"
+      ],
+      "manifest_filename": "manifest.json",
+      "pack_jsonl": "pack.jsonl",
+      "pack_repo_id": "abdelstark/codelewm-execution-pack",
+      "pack_revision": "v0.7.0-rc1"
+    },
+    "hf_jobs": {
+      "artifact_repo_id": "abdelstark/codelewm-runs",
+      "checkpoint_repo_id": "abdelstark/codelewm-transition-model",
+      "checkpoint_revision_template": "v0.7.0-short-seed-{seed}",
+      "flavor": "a10g-small",
+      "region": "us-east-1",
+      "run_name_template": "codelewm-v0-7-short-execution-{date}-{sha}-seed-{seed}",
+      "runtime_image": "ghcr.io/abdelstark/codelewm-runtime:v0.7-short",
+      "timeout_hours": 24
+    },
+    "implementing_issue": 339,
+    "loader": {
+      "action_sequence_length": 256,
+      "batch_size": 64,
+      "code_sequence_length": 1024,
+      "effective_batch_size": 256,
+      "gradient_accumulation_steps": 4,
+      "output_sequence_length": 256,
+      "shuffle": true
+    },
+    "name": "codelewm_execution_v0_7_short_a10g",
+    "objective": {
+      "action_swap_contrastive_weight": 0.1,
+      "inverse_action_reconstruction_weight": 0.05,
+      "prediction_mse_weight": 1.0,
+      "retrieval_weight": 0.05,
+      "sigreg_weight": 0.09
+    },
+    "optimizer": {
+      "betas": [
+        0.9,
+        0.95
+      ],
+      "lr": 0.0003,
+      "name": "adamw",
+      "weight_decay": 0.1
+    },
+    "parent_issue": 259,
+    "schema_version": "codelewm.execution_train_config.v1",
+    "seeds": [
+      42,
+      1729
+    ],
+    "substrate": "execution_trace_v1",
+    "target_substrate_run": "v0.7.0",
+    "trainer": {
+      "accelerator": "gpu",
+      "checkpoint_every_n_steps": 5000,
+      "collapse_diagnostics_every_n_steps": 1000,
+      "cosine_decay_to": 0.0,
+      "devices": 1,
+      "gradient_clip_val": 1.0,
+      "keep_best_by_metric": "val_mse",
+      "keep_last_n_checkpoints": 3,
+      "max_steps": 15000,
+      "precision": "bf16-mixed",
+      "tensorboard_enabled": true,
+      "warmup_steps": 500
+    },
+    "wm": {
+      "embed_dim": 256,
+      "history_size": 1,
+      "num_preds": 1,
+      "state_encoder_heads": 8,
+      "state_encoder_layers": 4,
+      "state_encoder_type": "transformer"
+    }
+  },
+  "pack_batch_schema_version": "codelewm.execution_pack_batch.v1",
+  "pack_jsonl_path": "/workspace/pack/pack.jsonl",
+  "pack_manifest_schema_version": "codelewm.execution_pack_manifest.v1",
+  "pack_record_count": 1859,
+  "seed": 42
+}

codelewm-v0-7-short-execution-20260603-bcc581d-seed-42/manifest.json

@@ -0,0 +1,165 @@
+{
+  "artifact_id": "training_run-d0764a9658fdbcfd",
+  "artifact_kind": "training_run",
+  "command": [
+    "codelewm",
+    "train",
+    "--config",
+    "config/train/scaled/codelewm_execution_v0_7_short_a10g.yaml",
+    "--executor",
+    "torch",
+    "--out",
+    "/tmp/runs/codelewm-v0-7-short-execution-20260603-bcc581d-seed-42",
+    "--seed",
+    "42",
+    "--json"
+  ],
+  "config_sha256": "ef9385204db217a9bc23542d6e2f915fb1dedee0dc56e752ed0ce23a41d745af",
+  "created_at": "2026-06-03T23:44:57Z",
+  "files": [
+    {
+      "bytes": 3287,
+      "path": "config.json",
+      "sha256": "544fdb526d4cdb835ce4a0b62f468d780b3e8161712e6da4950581feed559525"
+    },
+    {
+      "bytes": 5355535,
+      "path": "metrics.jsonl",
+      "sha256": "4ccc2c24026bb4515f550e10695c0af0f9f68499d33f57df13956fcc93535111"
+    },
+    {
+      "bytes": 3916,
+      "path": "reports/execution_train_run_report.json",
+      "sha256": "cb0fc2316557610b66d5d658b7ac5c3642722b9710e4a3707fbbf32f55017274"
+    },
+    {
+      "bytes": 7127,
+      "path": "reports/collapse_diagnostics.jsonl",
+      "sha256": "9849b17cf756bc8b8867fb9e024fe55343c7ab3a1fe4146dec6b5f7d26227483"
+    },
+    {
+      "bytes": 391843610,
+      "path": "checkpoints/checkpoint_step_00005000.pt",
+      "sha256": "dc69a65d20da77793aa11a7a3df748ab80430561f2713ae9e8dba19afe8645d0"
+    },
+    {
+      "bytes": 536,
+      "path": "checkpoints/checkpoint_step_00005000.pt.manifest.json",
+      "sha256": "9fe79830c5c5933dbcf5f4d12236a49b11ee9509b77474df24c40617067c60ea"
+    },
+    {
+      "bytes": 391843610,
+      "path": "checkpoints/checkpoint_step_00010000.pt",
+      "sha256": "f167b0e4e04bbff2ced8ad1a87e27574d13bf4818399f1a50a30a79d279fd4ee"
+    },
+    {
+      "bytes": 536,
+      "path": "checkpoints/checkpoint_step_00010000.pt.manifest.json",
+      "sha256": "9d5da0ec3074da4bfeb0fa569eb6db3cd910eb9cfa34b07b5a68bd3c7838f71c"
+    },
+    {
+      "bytes": 391843610,
+      "path": "checkpoints/checkpoint_step_00015000.pt",
+      "sha256": "5c5eb0a36181d466b910d8f691cb22ab6bd504452d94bc8d52922b98fd15e954"
+    },
+    {
+      "bytes": 536,
+      "path": "checkpoints/checkpoint_step_00015000.pt.manifest.json",
+      "sha256": "f65e5cd63a3d7f007379b03d9b31010e5812c685b3da03a734034217c6888af0"
+    },
+    {
+      "bytes": 391843610,
+      "path": "checkpoints/last.pt",
+      "sha256": "5c5eb0a36181d466b910d8f691cb22ab6bd504452d94bc8d52922b98fd15e954"
+    },
+    {
+      "bytes": 516,
+      "path": "checkpoints/last.pt.manifest.json",
+      "sha256": "255e4dcd52c0a4f0083b29aa852cf8841b824506e88cec54fdaa62595eb11c72"
+    },
+    {
+      "bytes": 1419,
+      "path": "reports/tensorboard_export.json",
+      "sha256": "e68f1532b5b367ea4db2a9a48a5ff09135fea263c6054868933ee893d2508ec0"
+    },
+    {
+      "bytes": 65006,
+      "path": "tensorboard/events.out.tfevents.1780530295.j-abdelstark-6a1ff663e6aa50b87b9e859f-qpzpvoo5-c310b-r9752.76.0",
+      "sha256": "e6ffc675bfd9486b04615a55f1c2fd72f954092b323e8246349477832d11d1f5"
+    }
+  ],
+  "metadata": {
+    "claim_boundary": {
+      "name": "execution_substrate.v1",
+      "scope": "v0_7_full_run"
+    },
+    "claim_gates": {
+      "required_seeds": 2,
+      "retrieval_min_mrr_lift_over_no_action": 0.05,
+      "retrieval_min_recall_at_1_lift_over_no_action": 0.05
+    },
+    "executor": {
+      "checkpoint_schema_version": "codelewm.checkpoint.v1",
+      "device": "cuda",
+      "executor": "execution_torch",
+      "pack_batch_schema_version": "codelewm.execution_pack_batch.v1",
+      "pack_manifest_schema_version": "codelewm.execution_pack_manifest.v1",
+      "precision": "bf16-mixed",
+      "torch": "2.6.0+cu124"
+    },
+    "final_metrics": {
+      "loss_action_swap_contrastive": 0.00020866789954015986,
+      "loss_prediction_mse": 0.0019937861694488673,
+      "loss_sigreg": 0.05109723130613565,
+      "loss_total": 0.028941397613535324,
+      "lr": 2.6239743470159196e-06,
+      "margin_no_action_minus_pred": 0.6206544577147967,
+      "no_action_mse": 0.6226482438842456
+    },
+    "pack_jsonl_path": "/workspace/pack/pack.jsonl",
+    "pack_record_count": 1859,
+    "pack_repo_id": "abdelstark/codelewm-execution-pack",
+    "pack_revision": "v0.7.0-rc1",
+    "run_id": "codelewm_execution_v0_7_short_a10g",
+    "schema_version": "codelewm.training_run.v1",
+    "seed": 42,
+    "step_count": 15000,
+    "tensorboard_export": {
+      "enabled": true,
+      "event_files": [
+        {
+          "bytes": 65006,
+          "path": "tensorboard/events.out.tfevents.1780530295.j-abdelstark-6a1ff663e6aa50b87b9e859f-qpzpvoo5-c310b-r9752.76.0",
+          "sha256": "e6ffc675bfd9486b04615a55f1c2fd72f954092b323e8246349477832d11d1f5"
+        }
+      ],
+      "histogram_tags": [
+        "parameters/encoder.position",
+        "parameters/encoder.token_embedding.weight",
+        "parameters/encoder.segment_embedding.weight",
+        "parameters/encoder.changed_embedding.weight",
+        "parameters/encoder.norm.weight",
+        "parameters/encoder.norm.bias",
+        "parameters/encoder.encoder.layers.0.self_attn.in_proj_weight",
+        "parameters/encoder.encoder.layers.0.self_attn.in_proj_bias"
+      ],
+      "report_path": "reports/tensorboard_export.json",
+      "scalar_tags": [
+        "loss_action_swap_contrastive",
+        "loss_prediction_mse",
+        "loss_sigreg",
+        "loss_total",
+        "lr",
+        "margin_no_action_minus_pred",
+        "no_action_mse"
+      ],
+      "schema_version": "codelewm.training.tensorboard_export.v1",
+      "summary_tags": []
+    }
+  },
+  "parent_artifacts": [
+    "codelewm-execution-pack-20260602T155511Z"
+  ],
+  "schema_version": "codelewm.artifact_manifest.v1",
+  "source_git_sha": "unknown"
+}

codelewm-v0-7-short-execution-20260603-bcc581d-seed-42/reports/collapse_diagnostics.jsonl

@@ -0,0 +1,15 @@
+{"diagnostics": {"latent_dim": 256, "sample_count": 1859, "z_pred_effective_rank": 31.16549347373307, "z_pred_effective_rank_ratio": 0.1217402088817698, "z_pred_mean_norm": 14.163924217224121, "z_pred_mean_pairwise_cosine": 0.0021202315110713243, "z_target_effective_rank": 31.570030875268447, "z_target_effective_rank_ratio": 0.12332043310651737, "z_target_mean_norm": 14.163061141967773}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 1000}
+{"diagnostics": {"latent_dim": 256, "sample_count": 1859, "z_pred_effective_rank": 39.68975984238723, "z_pred_effective_rank_ratio": 0.15503812438432513, "z_pred_mean_norm": 13.972989082336426, "z_pred_mean_pairwise_cosine": 0.0015228104311972857, "z_target_effective_rank": 38.86434826926807, "z_target_effective_rank_ratio": 0.1518138604268284, "z_target_mean_norm": 13.979779243469238}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 2000}
+{"diagnostics": {"latent_dim": 256, "sample_count": 1859, "z_pred_effective_rank": 46.870825300780666, "z_pred_effective_rank_ratio": 0.18308916133117448, "z_pred_mean_norm": 13.931720733642578, "z_pred_mean_pairwise_cosine": 0.00023346582020167261, "z_target_effective_rank": 46.779091235003, "z_target_effective_rank_ratio": 0.18273082513673047, "z_target_mean_norm": 13.980460166931152}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 3000}
+{"diagnostics": {"latent_dim": 256, "sample_count": 1859, "z_pred_effective_rank": 51.42038185028098, "z_pred_effective_rank_ratio": 0.2008608666026601, "z_pred_mean_norm": 14.005851745605469, "z_pred_mean_pairwise_cosine": -0.0002040516264969483, "z_target_effective_rank": 52.537607942717706, "z_target_effective_rank_ratio": 0.20522503102624104, "z_target_mean_norm": 14.040057182312012}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 4000}
+{"diagnostics": {"latent_dim": 256, "sample_count": 1859, "z_pred_effective_rank": 56.32276711300089, "z_pred_effective_rank_ratio": 0.22001080903515974, "z_pred_mean_norm": 14.075088500976562, "z_pred_mean_pairwise_cosine": 5.88152433920186e-05, "z_target_effective_rank": 58.06834693881805, "z_target_effective_rank_ratio": 0.22682948022975802, "z_target_mean_norm": 14.076440811157227}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 5000}
+{"diagnostics": {"latent_dim": 256, "sample_count": 1859, "z_pred_effective_rank": 61.08879914711577, "z_pred_effective_rank_ratio": 0.23862812166842098, "z_pred_mean_norm": 14.152639389038086, "z_pred_mean_pairwise_cosine": -0.00013936225150246173, "z_target_effective_rank": 62.75985422743837, "z_target_effective_rank_ratio": 0.24515568057593112, "z_target_mean_norm": 14.162016868591309}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 6000}
+{"diagnostics": {"latent_dim": 256, "sample_count": 1859, "z_pred_effective_rank": 66.10473053719286, "z_pred_effective_rank_ratio": 0.2582216036609096, "z_pred_mean_norm": 14.207457542419434, "z_pred_mean_pairwise_cosine": 5.659089219989255e-05, "z_target_effective_rank": 67.13721243413957, "z_target_effective_rank_ratio": 0.2622547360708577, "z_target_mean_norm": 14.251178741455078}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 7000}
+{"diagnostics": {"latent_dim": 256, "sample_count": 1859, "z_pred_effective_rank": 70.4975895119493, "z_pred_effective_rank_ratio": 0.27538120903105195, "z_pred_mean_norm": 14.283073425292969, "z_pred_mean_pairwise_cosine": -0.0002526682219468057, "z_target_effective_rank": 71.693452504473, "z_target_effective_rank_ratio": 0.28005254884559766, "z_target_mean_norm": 14.270947456359863}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 8000}
+{"diagnostics": {"latent_dim": 256, "sample_count": 1859, "z_pred_effective_rank": 74.37452687510553, "z_pred_effective_rank_ratio": 0.290525495605881, "z_pred_mean_norm": 14.318305969238281, "z_pred_mean_pairwise_cosine": 9.723919902171474e-06, "z_target_effective_rank": 75.380770108107, "z_target_effective_rank_ratio": 0.29445613323479297, "z_target_mean_norm": 14.334586143493652}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 9000}
+{"diagnostics": {"latent_dim": 256, "sample_count": 1859, "z_pred_effective_rank": 77.50923650638194, "z_pred_effective_rank_ratio": 0.30277045510305445, "z_pred_mean_norm": 14.365262031555176, "z_pred_mean_pairwise_cosine": -0.00015488825738430023, "z_target_effective_rank": 78.74075465429578, "z_target_effective_rank_ratio": 0.3075810728683429, "z_target_mean_norm": 14.368080139160156}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 10000}
+{"diagnostics": {"latent_dim": 256, "sample_count": 1859, "z_pred_effective_rank": 80.08595614238831, "z_pred_effective_rank_ratio": 0.31283576618120434, "z_pred_mean_norm": 14.39677619934082, "z_pred_mean_pairwise_cosine": -0.00014021643437445164, "z_target_effective_rank": 81.34774707329386, "z_target_effective_rank_ratio": 0.31776463700505414, "z_target_mean_norm": 14.397826194763184}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 11000}
+{"diagnostics": {"latent_dim": 256, "sample_count": 1859, "z_pred_effective_rank": 81.94191378249532, "z_pred_effective_rank_ratio": 0.32008560071287234, "z_pred_mean_norm": 14.419973373413086, "z_pred_mean_pairwise_cosine": -0.00016387576761189848, "z_target_effective_rank": 83.24278952160117, "z_target_effective_rank_ratio": 0.32516714656875456, "z_target_mean_norm": 14.42688274383545}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 12000}
+{"diagnostics": {"latent_dim": 256, "sample_count": 1859, "z_pred_effective_rank": 83.05632130412336, "z_pred_effective_rank_ratio": 0.32443875509423187, "z_pred_mean_norm": 14.431331634521484, "z_pred_mean_pairwise_cosine": -0.00012759632954839617, "z_target_effective_rank": 84.30547518192607, "z_target_effective_rank_ratio": 0.3293182624293987, "z_target_mean_norm": 14.43742561340332}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 13000}
+{"diagnostics": {"latent_dim": 256, "sample_count": 1859, "z_pred_effective_rank": 83.48300178559796, "z_pred_effective_rank_ratio": 0.32610547572499204, "z_pred_mean_norm": 14.439748764038086, "z_pred_mean_pairwise_cosine": -0.0001456965401303023, "z_target_effective_rank": 84.73190605978185, "z_target_effective_rank_ratio": 0.33098400804602285, "z_target_mean_norm": 14.443229675292969}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 14000}
+{"diagnostics": {"latent_dim": 256, "sample_count": 1859, "z_pred_effective_rank": 83.55030407738033, "z_pred_effective_rank_ratio": 0.3263683753022669, "z_pred_mean_norm": 14.439899444580078, "z_pred_mean_pairwise_cosine": -0.00014358761836774647, "z_target_effective_rank": 84.7989616892566, "z_target_effective_rank_ratio": 0.3312459440986586, "z_target_mean_norm": 14.444546699523926}, "schema_version": "codelewm.execution_train_collapse_diagnostics.v1", "step": 15000}

codelewm-v0-7-short-execution-20260603-bcc581d-seed-42/reports/execution_train_run_report.json

@@ -0,0 +1,110 @@
+{
+  "claim_boundary": {
+    "name": "execution_substrate.v1",
+    "scope": "v0_7_full_run"
+  },
+  "claim_gates": {
+    "collapse_effective_rank_ratio_min": 0.2,
+    "required_seeds": 2,
+    "retrieval_min_mrr_lift_over_no_action": 0.05,
+    "retrieval_min_recall_at_1_lift_over_no_action": 0.05
+  },
+  "deltas": {
+    "loss_action_swap_contrastive": -0.0497913328455179,
+    "loss_prediction_mse": -1.0083483349548188,
+    "loss_sigreg": -43.46083514174074,
+    "loss_total": -5.13279509072875,
+    "lr": 2.02397434701592e-06,
+    "margin_no_action_minus_pred": 1.4256677865054614,
+    "no_action_mse": 0.41731945155064265
+  },
+  "device": "cuda",
+  "final_metrics": {
+    "loss_action_swap_contrastive": 0.00020866789954015986,
+    "loss_prediction_mse": 0.0019937861694488673,
+    "loss_sigreg": 0.05109723130613565,
+    "loss_total": 0.028941397613535324,
+    "lr": 2.6239743470159196e-06,
+    "margin_no_action_minus_pred": 0.6206544577147967,
+    "no_action_mse": 0.6226482438842456
+  },
+  "initial_metrics": {
+    "loss_action_swap_contrastive": 0.05000000074505806,
+    "loss_prediction_mse": 1.0103421211242676,
+    "loss_sigreg": 43.511932373046875,
+    "loss_total": 5.161736488342285,
+    "lr": 6e-07,
+    "margin_no_action_minus_pred": -0.8050133287906647,
+    "no_action_mse": 0.2053287923336029
+  },
+  "last_collapse_report": {
+    "latent_dim": 256,
+    "sample_count": 1859,
+    "z_pred_effective_rank": 83.55030407738033,
+    "z_pred_effective_rank_ratio": 0.3263683753022669,
+    "z_pred_mean_norm": 14.439899444580078,
+    "z_pred_mean_pairwise_cosine": -0.00014358761836774647,
+    "z_target_effective_rank": 84.7989616892566,
+    "z_target_effective_rank_ratio": 0.3312459440986586,
+    "z_target_mean_norm": 14.444546699523926
+  },
+  "objective": {
+    "action_swap_contrastive_weight": 0.1,
+    "inverse_action_reconstruction_weight": 0.05,
+    "prediction_mse_weight": 1.0,
+    "sigreg_weight": 0.09
+  },
+  "pack_dir": "/workspace/pack",
+  "pack_jsonl_path": "/workspace/pack/pack.jsonl",
+  "pack_record_count": 1859,
+  "run_name": "codelewm_execution_v0_7_short_a10g",
+  "schema_version": "codelewm.execution_train_run_report.v1",
+  "seed": 42,
+  "step_count": 15000,
+  "step_schema_version": "codelewm.execution_train_step.v1",
+  "tensorboard_export": {
+    "enabled": true,
+    "event_files": [
+      {
+        "bytes": 65006,
+        "path": "tensorboard/events.out.tfevents.1780530295.j-abdelstark-6a1ff663e6aa50b87b9e859f-qpzpvoo5-c310b-r9752.76.0",
+        "sha256": "e6ffc675bfd9486b04615a55f1c2fd72f954092b323e8246349477832d11d1f5"
+      }
+    ],
+    "histogram_tags": [
+      "parameters/encoder.position",
+      "parameters/encoder.token_embedding.weight",
+      "parameters/encoder.segment_embedding.weight",
+      "parameters/encoder.changed_embedding.weight",
+      "parameters/encoder.norm.weight",
+      "parameters/encoder.norm.bias",
+      "parameters/encoder.encoder.layers.0.self_attn.in_proj_weight",
+      "parameters/encoder.encoder.layers.0.self_attn.in_proj_bias"
+    ],
+    "report_path": "reports/tensorboard_export.json",
+    "scalar_tags": [
+      "loss_action_swap_contrastive",
+      "loss_prediction_mse",
+      "loss_sigreg",
+      "loss_total",
+      "lr",
+      "margin_no_action_minus_pred",
+      "no_action_mse"
+    ],
+    "schema_version": "codelewm.training.tensorboard_export.v1",
+    "summary_tags": []
+  },
+  "training_report_schema_version": "codelewm.execution_train_report.v1",
+  "wall_time_seconds": 50519.879,
+  "z_diagnostics": {
+    "latent_dim": 256,
+    "sample_count": 1859,
+    "z_pred_effective_rank": 83.55030407738033,
+    "z_pred_effective_rank_ratio": 0.3263683753022669,
+    "z_pred_mean_norm": 14.439899444580078,
+    "z_pred_mean_pairwise_cosine": -0.00014358761836774647,
+    "z_target_effective_rank": 84.7989616892566,
+    "z_target_effective_rank_ratio": 0.3312459440986586,
+    "z_target_mean_norm": 14.444546699523926
+  }
+}

codelewm-v0-7-short-execution-20260603-bcc581d-seed-42/reports/tensorboard_export.json

@@ -0,0 +1,47 @@
+{
+  "checkpoint": {
+    "checkpoint_manifest_path": null,
+    "checkpoint_path": null
+  },
+  "event_files": [
+    {
+      "bytes": 65006,
+      "path": "tensorboard/events.out.tfevents.1780530295.j-abdelstark-6a1ff663e6aa50b87b9e859f-qpzpvoo5-c310b-r9752.76.0",
+      "sha256": "e6ffc675bfd9486b04615a55f1c2fd72f954092b323e8246349477832d11d1f5"
+    }
+  ],
+  "histogram_tags": [
+    "parameters/encoder.position",
+    "parameters/encoder.token_embedding.weight",
+    "parameters/encoder.segment_embedding.weight",
+    "parameters/encoder.changed_embedding.weight",
+    "parameters/encoder.norm.weight",
+    "parameters/encoder.norm.bias",
+    "parameters/encoder.encoder.layers.0.self_attn.in_proj_weight",
+    "parameters/encoder.encoder.layers.0.self_attn.in_proj_bias"
+  ],
+  "log_dir": "tensorboard",
+  "run_id": "codelewm_execution_v0_7_short_a10g",
+  "safety_limits": {
+    "candidate_code_serialized": false,
+    "max_histogram_tensors": 8,
+    "max_histogram_values": 4096,
+    "raw_checkpoint_serialized": false
+  },
+  "scalar_tags": [
+    "loss_action_swap_contrastive",
+    "loss_prediction_mse",
+    "loss_sigreg",
+    "loss_total",
+    "lr",
+    "margin_no_action_minus_pred",
+    "no_action_mse"
+  ],
+  "schema_version": "codelewm.training.tensorboard_export.v1",
+  "step_count": 15000,
+  "summary_tags": [],
+  "writer": {
+    "class": "SummaryWriter",
+    "module": "torch.utils.tensorboard.writer"
+  }
+}

codelewm-v0-7-short-execution-20260603-bcc581d-seed-42/tensorboard/events.out.tfevents.1780530295.j-abdelstark-6a1ff663e6aa50b87b9e859f-qpzpvoo5-c310b-r9752.76.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6ffc675bfd9486b04615a55f1c2fd72f954092b323e8246349477832d11d1f5
+size 65006

codelewm-v0-7-short-execution-20260603-bcc581d-seed-42/training_manifest.json

@@ -0,0 +1,110 @@
+{
+  "artifact_manifest_id": "training_run-d0764a9658fdbcfd",
+  "artifact_manifest_path": "manifest.json",
+  "checkpoint_files": [
+    {
+      "bytes": 391843610,
+      "path": "checkpoints/checkpoint_step_00005000.pt",
+      "sha256": "dc69a65d20da77793aa11a7a3df748ab80430561f2713ae9e8dba19afe8645d0"
+    },
+    {
+      "bytes": 391843610,
+      "path": "checkpoints/checkpoint_step_00010000.pt",
+      "sha256": "f167b0e4e04bbff2ced8ad1a87e27574d13bf4818399f1a50a30a79d279fd4ee"
+    },
+    {
+      "bytes": 391843610,
+      "path": "checkpoints/checkpoint_step_00015000.pt",
+      "sha256": "5c5eb0a36181d466b910d8f691cb22ab6bd504452d94bc8d52922b98fd15e954"
+    },
+    {
+      "bytes": 391843610,
+      "path": "checkpoints/last.pt",
+      "sha256": "5c5eb0a36181d466b910d8f691cb22ab6bd504452d94bc8d52922b98fd15e954"
+    }
+  ],
+  "config_path": "config.json",
+  "config_sha256": "ef9385204db217a9bc23542d6e2f915fb1dedee0dc56e752ed0ce23a41d745af",
+  "dataset_manifest_path": "/workspace/pack/pack.jsonl",
+  "final_metrics": {
+    "loss_action_swap_contrastive": 0.00020866789954015986,
+    "loss_prediction_mse": 0.0019937861694488673,
+    "loss_sigreg": 0.05109723130613565,
+    "loss_total": 0.028941397613535324,
+    "lr": 2.6239743470159196e-06,
+    "margin_no_action_minus_pred": 0.6206544577147967,
+    "no_action_mse": 0.6226482438842456
+  },
+  "metadata": {
+    "executor": {
+      "device": "cuda",
+      "executor": "execution_torch",
+      "precision": "bf16-mixed",
+      "torch": "2.6.0+cu124"
+    },
+    "pack": {
+      "jsonl_path": "/workspace/pack/pack.jsonl",
+      "record_count": 1859,
+      "repo_id": "abdelstark/codelewm-execution-pack",
+      "revision": "v0.7.0-rc1"
+    },
+    "tensorboard_export": {
+      "enabled": true,
+      "event_files": [
+        {
+          "bytes": 65006,
+          "path": "tensorboard/events.out.tfevents.1780530295.j-abdelstark-6a1ff663e6aa50b87b9e859f-qpzpvoo5-c310b-r9752.76.0",
+          "sha256": "e6ffc675bfd9486b04615a55f1c2fd72f954092b323e8246349477832d11d1f5"
+        }
+      ],
+      "histogram_tags": [
+        "parameters/encoder.position",
+        "parameters/encoder.token_embedding.weight",
+        "parameters/encoder.segment_embedding.weight",
+        "parameters/encoder.changed_embedding.weight",
+        "parameters/encoder.norm.weight",
+        "parameters/encoder.norm.bias",
+        "parameters/encoder.encoder.layers.0.self_attn.in_proj_weight",
+        "parameters/encoder.encoder.layers.0.self_attn.in_proj_bias"
+      ],
+      "report_path": "reports/tensorboard_export.json",
+      "scalar_tags": [
+        "loss_action_swap_contrastive",
+        "loss_prediction_mse",
+        "loss_sigreg",
+        "loss_total",
+        "lr",
+        "margin_no_action_minus_pred",
+        "no_action_mse"
+      ],
+      "schema_version": "codelewm.training.tensorboard_export.v1",
+      "summary_tags": []
+    }
+  },
+  "metrics_path": "metrics.jsonl",
+  "metrics_report_path": "reports/execution_train_run_report.json",
+  "parent_artifacts": [
+    "codelewm-execution-pack-20260602T155511Z"
+  ],
+  "report_files": [
+    {
+      "bytes": 3916,
+      "path": "reports/execution_train_run_report.json",
+      "sha256": "cb0fc2316557610b66d5d658b7ac5c3642722b9710e4a3707fbbf32f55017274"
+    },
+    {
+      "bytes": 1419,
+      "path": "reports/tensorboard_export.json",
+      "sha256": "e68f1532b5b367ea4db2a9a48a5ff09135fea263c6054868933ee893d2508ec0"
+    },
+    {
+      "bytes": 65006,
+      "path": "tensorboard/events.out.tfevents.1780530295.j-abdelstark-6a1ff663e6aa50b87b9e859f-qpzpvoo5-c310b-r9752.76.0",
+      "sha256": "e6ffc675bfd9486b04615a55f1c2fd72f954092b323e8246349477832d11d1f5"
+    }
+  ],
+  "run_id": "codelewm_execution_v0_7_short_a10g",
+  "schema_version": "codelewm.training_run.v1",
+  "seed": 42,
+  "step_count": 15000
+}