{ "arms": { "none": { "arm": "none", "context": null, "kind": "tcs_direction_value_dataset", "max_observed_tokens": 24811, "max_prompt_tokens": 25088, "provenance": { "bytes": 12686, "sha256": "28def409cc107074b5f384b5feb9505e9c10f9172fbe2347ffd6c6d7031dc2a6" }, "splits": { "train": { "bytes": 59839014, "rows": 32004, "sha256": "3a711ad1e80a244c9d22d00d36c5950dc2b788f6282c3628c69dcd3f4fe6b5e6" }, "validation": { "bytes": 8591551, "rows": 4608, "sha256": "20e1f65b35da30d33d13052ac8b17c10cfc7474734bd74117575f130814f8fbc" } } }, "solution": { "arm": "solution", "context": { "cross_problem_identity_violations": 0, "cross_problem_map": { "train": { "count": 0, "sha256": "4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945" }, "val": { "count": 0, "sha256": "4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945" } }, "cross_split_violations": 0, "endpoint_context": "none/sentinel_no_context", "endpoint_rows_with_context": 0, "labels": false, "partial_rows_with_context": 32544, "per_split": { "train": { "context_chars": { "count": 28448, "max": 60022, "mean": 14031.573959505062, "min": 6337, "p50": 13461, "p95": 21410 }, "context_payloads_sha256": "2462fa9f1577ea6aa84911d2589bc4c4efbaf1fc40d06f3f99205a8d78b29d52", "cross_problem_identity_violations": 0, "cross_split_violations": 0, "endpoint_rows": 3556, "endpoint_rows_with_context": 0, "partial_rows": 28448, "partial_rows_with_context": 28448, "reference_edge_count": 85344, "reference_edges_sha256": "d595db7fae111af74cd1b2d784f2284f94ed81e9ee2197486ccc4506f3523676", "self_reference_violations": 0, "source_endpoint_count": 3556, "source_endpoint_keys_sha256": "48517639a39acce15f8c7ea5695db5a11cea7c135f760ecedca7cff72eb9be90", "source_problem_count": 889, "source_problem_ids_sha256": "0d49c9af9029fa349cc87b29c09001271efb7909442f35dd4721a9418e7e5fbc", "target_mc_terminal_reference_rows": 0 }, "val": { "context_chars": { "count": 4096, "max": 36860, "mean": 13621.85546875, "min": 5623, "p50": 13246, "p95": 19216 }, "context_payloads_sha256": "60d040a074b1d4d61751cfef6ab6c260bd5516c7f05991d1fb564b22e0254dad", "cross_problem_identity_violations": 0, "cross_split_violations": 0, "endpoint_rows": 512, "endpoint_rows_with_context": 0, "partial_rows": 4096, "partial_rows_with_context": 4096, "reference_edge_count": 12288, "reference_edges_sha256": "cd0f81f8dfe51f9aae18cbc65e63404fb6c41e0f6f40337dab5a3aa76e006c70", "self_reference_violations": 0, "source_endpoint_count": 512, "source_endpoint_keys_sha256": "a8c47c81ed9982b6be36a6f1a51751ebbfd70fde5d3e40eecf309a8f675884b8", "source_problem_count": 128, "source_problem_ids_sha256": "c4470c4c254ef365a7cabab0b35b24231e62d10dd34c069c27dc21ad6335e819", "target_mc_terminal_reference_rows": 0 } }, "reference_edge_count": 97632, "reference_edges_sha256": "165e02e422d734122a38255bc9343f53c6c2f6e655e6d198dd7c8360fcdf8556", "reference_order": "ascending_base_sample_index/v1", "reference_source": "pinned_base_endpoint_visible_final_answer_and_reward/v1", "references_per_partial_row": 3, "scope": "same_problem", "seed": 0, "selection_algorithm": "same_problem_exclude_query_sample/v1", "self_reference_violations": 0, "target_mc_terminal_reference_rows": 0 }, "kind": "tcs_direction_context_value_dataset", "max_observed_tokens": 29597, "max_prompt_tokens": 49152, "provenance": { "bytes": 14298, "sha256": "26202bad2f411732eccd27ac182f60ce032ed81845f2b04245a46db63d7b8ccf" }, "splits": { "train": { "bytes": 65821276, "rows": 32004, "sha256": "b20087c25e8f566b27173329abb327e33670a8fe3758659d3a750930c6312ba7" }, "validation": { "bytes": 9400478, "rows": 4608, "sha256": "bc8c8fca35ce4da2a8cf8b44923daab69e4c2820a97fd5712c586547dbb92339" } } }, "solution_label": { "arm": "solution_label", "context": { "cross_problem_identity_violations": 0, "cross_problem_map": { "train": { "count": 0, "sha256": "4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945" }, "val": { "count": 0, "sha256": "4f53cda18c2baa0c0354bb5f9a3ecbe5ed12ab4d8e11ba873c2f11161202b945" } }, "cross_split_violations": 0, "endpoint_context": "none/sentinel_no_context", "endpoint_rows_with_context": 0, "labels": true, "partial_rows_with_context": 32544, "per_split": { "train": { "context_chars": { "count": 28448, "max": 60138, "mean": 14138.726940382452, "min": 6453, "p50": 13576, "p95": 21513 }, "context_payloads_sha256": "9ea8bd1aeda20cfd392d893347f1ef673ce63357b1646926bac764614656ea4a", "cross_problem_identity_violations": 0, "cross_split_violations": 0, "endpoint_rows": 3556, "endpoint_rows_with_context": 0, "partial_rows": 28448, "partial_rows_with_context": 28448, "reference_edge_count": 85344, "reference_edges_sha256": "d595db7fae111af74cd1b2d784f2284f94ed81e9ee2197486ccc4506f3523676", "self_reference_violations": 0, "source_endpoint_count": 3556, "source_endpoint_keys_sha256": "48517639a39acce15f8c7ea5695db5a11cea7c135f760ecedca7cff72eb9be90", "source_problem_count": 889, "source_problem_ids_sha256": "0d49c9af9029fa349cc87b29c09001271efb7909442f35dd4721a9418e7e5fbc", "target_mc_terminal_reference_rows": 0 }, "val": { "context_chars": { "count": 4096, "max": 36950, "mean": 13728.9296875, "min": 5726, "p50": 13349, "p95": 19345 }, "context_payloads_sha256": "3cc1678b357987f2c04785eb8ebb95ee8b9f5c52b641037c3cfc1ed45aae4672", "cross_problem_identity_violations": 0, "cross_split_violations": 0, "endpoint_rows": 512, "endpoint_rows_with_context": 0, "partial_rows": 4096, "partial_rows_with_context": 4096, "reference_edge_count": 12288, "reference_edges_sha256": "cd0f81f8dfe51f9aae18cbc65e63404fb6c41e0f6f40337dab5a3aa76e006c70", "self_reference_violations": 0, "source_endpoint_count": 512, "source_endpoint_keys_sha256": "a8c47c81ed9982b6be36a6f1a51751ebbfd70fde5d3e40eecf309a8f675884b8", "source_problem_count": 128, "source_problem_ids_sha256": "c4470c4c254ef365a7cabab0b35b24231e62d10dd34c069c27dc21ad6335e819", "target_mc_terminal_reference_rows": 0 } }, "reference_edge_count": 97632, "reference_edges_sha256": "165e02e422d734122a38255bc9343f53c6c2f6e655e6d198dd7c8360fcdf8556", "reference_order": "ascending_base_sample_index/v1", "reference_source": "pinned_base_endpoint_visible_final_answer_and_reward/v1", "references_per_partial_row": 3, "scope": "same_problem", "seed": 0, "selection_algorithm": "same_problem_exclude_query_sample/v1", "self_reference_violations": 0, "target_mc_terminal_reference_rows": 0 }, "kind": "tcs_direction_context_value_dataset", "max_observed_tokens": 29650, "max_prompt_tokens": 49152, "provenance": { "bytes": 14302, "sha256": "4e63a5de4c61c8691e805e2df39d84bc8335753d0aab69728d3f246d78d81823" }, "splits": { "train": { "bytes": 65906540, "rows": 32004, "sha256": "8f3d221bdebbbb861990705b6afaf855912a087d7e39ebae74ba34f59a6660a0" }, "validation": { "bytes": 9403527, "rows": 4608, "sha256": "ad28e83723245a3ead1f4cb87aeb4a86efec4c689f39effaea8324b170f690ee" } } }, "solution_label_xprob": { "arm": "solution_label_xprob", "context": { "cross_problem_identity_violations": 0, "cross_problem_map": { "train": { "count": 889, "sha256": "fb70c28f099f777c0244337277eb972b812996824b9b76dcd7c51bb1f73bb8dc" }, "val": { "count": 128, "sha256": "4c915b1581251d82f11bf7b81301e8bf12eb2852295efb875ea10a6840b8f3c8" } }, "cross_split_violations": 0, "endpoint_context": "none/sentinel_no_context", "endpoint_rows_with_context": 0, "labels": true, "partial_rows_with_context": 32544, "per_split": { "train": { "context_chars": { "count": 28448, "max": 62668, "mean": 18892.635545556805, "min": 9521, "p50": 18355, "p95": 27946 }, "context_payloads_sha256": "e8723c94ca89d0f34b1b501b3513f7073dc49b4064454c875f0e74c6d48f1382", "cross_problem_identity_violations": 0, "cross_split_violations": 0, "endpoint_rows": 3556, "endpoint_rows_with_context": 0, "partial_rows": 28448, "partial_rows_with_context": 28448, "reference_edge_count": 113792, "reference_edges_sha256": "98033b3e8e025c84d7cc4c512712b591fbbea4f2dd04e939e4b1074036eb8ff6", "self_reference_violations": 0, "source_endpoint_count": 2196, "source_endpoint_keys_sha256": "412dc045a78a6c670a27fa399de19a697a472700fcacbafcc030d54e9e288cab", "source_problem_count": 549, "source_problem_ids_sha256": "dd429d16fd1a5c84ef07ff67ab581d41715b6565a9c997c19e80d7094a393263", "target_mc_terminal_reference_rows": 0 }, "val": { "context_chars": { "count": 4096, "max": 31892, "mean": 18313.0703125, "min": 8626, "p50": 18012, "p95": 24387 }, "context_payloads_sha256": "da614cbb398486213c5d6ec7e8f82434e522e1733d000fb4026934326a397e21", "cross_problem_identity_violations": 0, "cross_split_violations": 0, "endpoint_rows": 512, "endpoint_rows_with_context": 0, "partial_rows": 4096, "partial_rows_with_context": 4096, "reference_edge_count": 16384, "reference_edges_sha256": "1fe930224685495c62ba44484b3c7a5716d9233cfd904acb6c9e7a92cc361af0", "self_reference_violations": 0, "source_endpoint_count": 328, "source_endpoint_keys_sha256": "4e3a1044a598c9c60e76caf3eb9e95941259c809d0ac1ebeb4a1f30b2ca0071f", "source_problem_count": 82, "source_problem_ids_sha256": "02bb59cb2daa0ff47758f09557c4ba05e8fc3362326979711c29f3287fa31b2c", "target_mc_terminal_reference_rows": 0 } }, "reference_edge_count": 130176, "reference_edges_sha256": "2d109cee4656401a7322c0c8b8cb5719934838d04f0aee7067b2c889b59beb23", "reference_order": "ascending_base_sample_index/v1", "reference_source": "pinned_base_endpoint_visible_final_answer_and_reward/v1", "references_per_partial_row": 4, "scope": "cross_problem", "seed": 0, "selection_algorithm": "sha256_seeded_split_local_different_problem/v1", "self_reference_violations": 0, "target_mc_terminal_reference_rows": 0 }, "kind": "tcs_direction_context_value_dataset", "max_observed_tokens": 39584, "max_prompt_tokens": 49152, "provenance": { "bytes": 14326, "sha256": "80802391616be0ec19e33971ba0b08115d9265f05a8dba3a0c511e76622f6507" }, "splits": { "train": { "bytes": 70424499, "rows": 32004, "sha256": "46dbd4a06f0e8b8455ecd96ff37dd79bd96394da896113700c2571f13a7e9aea" }, "validation": { "bytes": 10017007, "rows": 4608, "sha256": "2e079b634df7803307f5b1a68c9eef7eb76bead99d15f0c672910b03361b336f" } } }, "solution_xprob": { "arm": "solution_xprob", "context": { "cross_problem_identity_violations": 0, "cross_problem_map": { "train": { "count": 889, "sha256": "fb70c28f099f777c0244337277eb972b812996824b9b76dcd7c51bb1f73bb8dc" }, "val": { "count": 128, "sha256": "4c915b1581251d82f11bf7b81301e8bf12eb2852295efb875ea10a6840b8f3c8" } }, "cross_split_violations": 0, "endpoint_context": "none/sentinel_no_context", "endpoint_rows_with_context": 0, "labels": false, "partial_rows_with_context": 32544, "per_split": { "train": { "context_chars": { "count": 28448, "max": 62522, "mean": 18749.0607424072, "min": 9401, "p50": 18209, "p95": 27774 }, "context_payloads_sha256": "99aa2da968630b5a7b2c9ea6260443dc9fc4c572c3212c8f0e91be4c2ec8a360", "cross_problem_identity_violations": 0, "cross_split_violations": 0, "endpoint_rows": 3556, "endpoint_rows_with_context": 0, "partial_rows": 28448, "partial_rows_with_context": 28448, "reference_edge_count": 113792, "reference_edges_sha256": "98033b3e8e025c84d7cc4c512712b591fbbea4f2dd04e939e4b1074036eb8ff6", "self_reference_violations": 0, "source_endpoint_count": 2196, "source_endpoint_keys_sha256": "412dc045a78a6c670a27fa399de19a697a472700fcacbafcc030d54e9e288cab", "source_problem_count": 549, "source_problem_ids_sha256": "dd429d16fd1a5c84ef07ff67ab581d41715b6565a9c997c19e80d7094a393263", "target_mc_terminal_reference_rows": 0 }, "val": { "context_chars": { "count": 4096, "max": 31746, "mean": 18170.7109375, "min": 8493, "p50": 17866, "p95": 24215 }, "context_payloads_sha256": "23d9167c3375b5cd97ddfb1873f7cde8f6c6ddbd5b7fcdaaf34809e44c43bb4b", "cross_problem_identity_violations": 0, "cross_split_violations": 0, "endpoint_rows": 512, "endpoint_rows_with_context": 0, "partial_rows": 4096, "partial_rows_with_context": 4096, "reference_edge_count": 16384, "reference_edges_sha256": "1fe930224685495c62ba44484b3c7a5716d9233cfd904acb6c9e7a92cc361af0", "self_reference_violations": 0, "source_endpoint_count": 328, "source_endpoint_keys_sha256": "4e3a1044a598c9c60e76caf3eb9e95941259c809d0ac1ebeb4a1f30b2ca0071f", "source_problem_count": 82, "source_problem_ids_sha256": "02bb59cb2daa0ff47758f09557c4ba05e8fc3362326979711c29f3287fa31b2c", "target_mc_terminal_reference_rows": 0 } }, "reference_edge_count": 130176, "reference_edges_sha256": "2d109cee4656401a7322c0c8b8cb5719934838d04f0aee7067b2c889b59beb23", "reference_order": "ascending_base_sample_index/v1", "reference_source": "pinned_base_endpoint_visible_final_answer_and_reward/v1", "references_per_partial_row": 4, "scope": "cross_problem", "seed": 0, "selection_algorithm": "sha256_seeded_split_local_different_problem/v1", "self_reference_violations": 0, "target_mc_terminal_reference_rows": 0 }, "kind": "tcs_direction_context_value_dataset", "max_observed_tokens": 39522, "max_prompt_tokens": 49152, "provenance": { "bytes": 14321, "sha256": "eba69edb3e5d912814a86e581b017e44047fc9863a60595037332a6af42e546b" }, "splits": { "train": { "bytes": 70519652, "rows": 32004, "sha256": "2b53090486bf6c17cdca47de21bb244e8a50154fbccd89acf880d1ef178d46ae" }, "validation": { "bytes": 10041872, "rows": 4608, "sha256": "ddb3c6d7a1d980997ad678f90965631aa4b2a83cd71f7434d7b11b3bf47b1731" } } } }, "auxiliary": { "base_builder": { "bytes": 70951, "sha256": "7ab8a8e4bf520dc460093ae3f2491c8d5138fc732b1f2efb0dcb8e7aba7e8ec0" }, "base_prompt": { "bytes": 1316, "sha256": "cf9118844b488caf39146a639adb8097a95770b86c07f020b57f3904f2047299" }, "context_builder": { "bytes": 53504, "sha256": "0da18bc65b477ea1f5f1573d373bb925461f837d0bd1d9547f5cf792a7f6bcb5" }, "context_prompt": { "bytes": 1622, "sha256": "2e5f21dd986977c9fcdc1f49487c328950c5109ac42f5e2aa8173f26b9f66465" }, "context_verification": { "bytes": 6772, "sha256": "62953ab8891ae0324b4922425b15351c0939d87b0ec0edde68cc295ded412029" } }, "cross_arm": { "columns": [ "enable_thinking", "id", "source", "sample_index", "step_idx", "num_steps", "label", "correct", "loss_weight", "reward" ], "ordered_non_message_rows_equal": true }, "kind": "tcs_direction_value_huggingface_verification", "orchestration": { "config_sha256": "8ebeacbdb14ea41a1492920b06542d5fcdfbebe69359804e03e93d55dc51c09e", "contract_version": "tcs_direction_value_huggingface/v1", "license": "apache-2.0", "namespace": "asingh15", "private": false, "publisher_sha256": "2d12b1fa815c8d9f509d40f3ead19978daf2e1517cebebb1e6fee4672241361c", "repo_prefix": "tcs-qwen36-27b-direction-value-partial-1017-mc8-v1", "run_id": "tcs_qwen36_27b_direction_beam_full1801_mc8_20260815", "source_repo": "asingh15/tcs-qwen36-27b-direction-rollouts-partial-1017-mc8", "source_revision": "685b614552d9ba5e2f27d6aeee1ff9d6e83c9635" }, "run_id": "tcs_qwen36_27b_direction_beam_full1801_mc8_20260815", "shape": { "endpoint_rows": 4068, "partial_rows": 32544, "problems": 1017, "rounds": 8, "total_rows": 36612, "trajectories": 4068, "trajectories_per_problem": 4 }, "source": { "counts": { "candidates": 2440800, "chunks": 32544, "grades": 260352, "problems": 1017, "summaries": 469167, "terminals": 260352, "trajectories": 4068, "values": 32544 }, "manifests": { "dataset_manifest.json": "d1eda890f2801e6b8f778b07ff3c44d43c0f4caa84c4426bda2489f1981f1329", "source_manifest.json": "6e0f05452d2412717e9c33c38122cd69381707b47e0d0d39f80c84572bc098c8" }, "repo_id": "asingh15/tcs-qwen36-27b-direction-rollouts-partial-1017-mc8", "revision": "685b614552d9ba5e2f27d6aeee1ff9d6e83c9635", "selection_sha256": "70ef48e044a38871bb19aafc4bca01336619805cdb37fde23fd8af8f1ec67b5f" }, "split": { "seed": 0, "train_rows": 32004, "validation_problems": 128, "validation_rows": 4608 }, "verification_contract_sha256": "329c0fc6e175e3baf139214bee239fe956ef4158a598ee50d21bbcdb21c77279", "verification_version": "tcs_direction_value_huggingface_verification/v1" }