Datasets:
catalog_sha256 string | data_slice string | id string | messages list | prompt_sha256 string | provenance dict | route string | v74_replay dict | params unknown | generator string | generator_seed int64 | tool string | archetype string | boundary_group string | lexical_variant int64 | pair_id string | pair_member string | paired_invalid_id string | training_role string | recovery_validation_eligible bool | scenario string | scenario_group string | v1_failure_ids list | v74_pack_index int64 | v74_partition string | confusion_group string | target_ordinal int64 | target_phase string | category string | contrast_variant string | evidence_kind string | paired_deferral_id string | project string | prompt_archetype int64 | serialized_numeric_precision string | template_sha256 string | variant int64 | workflow_variant int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v7_concept | v7_concept-a4eb1ce0d780bad2 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | {
"migration": "v7.2-recovery-v1",
"source": "data/curated/dataset_v1.jsonl",
"source_slice": "concept"
} | explain | {
"source_id": "v7_concept-a4eb1ce0d780bad2",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v7_legacy_tool_loop | v7_legacy_tool_loop-b83247d6320f2449 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | {
"migration": "v7.2-recovery-v1",
"source": "data/curated/dataset_v1.jsonl",
"source_slice": "legacy_tool_loop"
} | calculate | {
"source_id": "v7_legacy_tool_loop-b83247d6320f2449",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v7_legacy_tool_loop | v7_legacy_tool_loop-f5c3f8137cd56a9d | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | {
"migration": "v7.2-recovery-v1",
"source": "data/curated/dataset_v1.jsonl",
"source_slice": "legacy_tool_loop"
} | calculate | {
"source_id": "v7_legacy_tool_loop-f5c3f8137cd56a9d",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v7_full_loop | v7-loop-bridged_power-004 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | null | calculate | {
"source_id": "v7-loop-bridged_power-004",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | {
"single_channel_power_w": 260.797845151
} | v7-coverage-v2 | 73,001 | bridged_power | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v72_behavior_recovery | v72-recovery-calculate-db_power_ratio-03 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | null | calculate | {
"source_id": "v72-recovery-calculate-db_power_ratio-03",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | {
"p1": 1.0109452302,
"p2": 10.1094523022
} | v7.2-behavior-recovery-v1 | 74,221 | db_power_ratio | matched_first_pass_calculation | v72-matched-db_power_ratio-03 | 3 | v72-matched-db_power_ratio-03 | calculable | v72-recovery-abstain-matched-db_power_ratio-03 | v7.2_behavior_recovery | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v7_legacy_tool_loop | v7_legacy_tool_loop-4758789a5788aa1e | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | {
"migration": "v7.2-recovery-v1",
"source": "data/curated/dataset_v1.jsonl",
"source_slice": "legacy_tool_loop"
} | calculate | {
"source_id": "v7_legacy_tool_loop-4758789a5788aa1e",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v74_natural_recovery | v74-pack-081-abstain-3 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | null | abstain | null | null | v7.4-natural-boundary-v1 | 74,401 | null | missing_qtc_inputs | null | null | v74-pack-081 | abstain | null | v7.4_recovery | false | missing_qtc_inputs | v74-pack-081 | [
"missing-param"
] | 81 | train | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v7_legacy_tool_loop | v7_legacy_tool_loop-3cc52a939b488fd8 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | {
"migration": "v7.2-recovery-v1",
"source": "data/curated/dataset_v1.jsonl",
"source_slice": "legacy_tool_loop"
} | calculate | {
"source_id": "v7_legacy_tool_loop-3cc52a939b488fd8",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v7_legacy_tool_loop | v7_legacy_tool_loop-9d720126b40bc5bb | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | {
"migration": "v7.2-recovery-v1",
"source": "data/curated/dataset_v1.jsonl",
"source_slice": "legacy_tool_loop"
} | calculate | {
"source_id": "v7_legacy_tool_loop-9d720126b40bc5bb",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v7_legacy_tool_loop | v7_legacy_tool_loop-83eb5f2ce1fe996f | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | {
"migration": "v7.2-recovery-v1",
"source": "data/curated/dataset_v1.jsonl",
"source_slice": "legacy_tool_loop"
} | calculate | {
"source_id": "v7_legacy_tool_loop-83eb5f2ce1fe996f",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v74_natural_recovery | v74-pack-085-defer_measurement-1 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | null | defer_measurement | null | null | v7.4-natural-boundary-v1 | 74,401 | null | lobing_from_specs | null | null | v74-pack-085 | defer_measurement | null | v7.4_recovery | false | lobing_from_specs | v74-pack-085 | [
"mb-predict-lobing"
] | 85 | train | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v7_routing | v7-routing-reference_efficiency-000 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | null | calculate | {
"source_id": "v7-routing-reference_efficiency-000",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | {
"fs": 29.588903368,
"qes": 0.4012054694,
"vas_m3": 0.1907732007
} | v7-coverage-v2 | 73,001 | reference_efficiency | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v74_natural_recovery | v74-pack-079-abstain-1 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | null | abstain | null | null | v7.4-natural-boundary-v1 | 74,401 | null | missing_port_geometry | null | null | v74-pack-079 | abstain | null | v7.4_recovery | false | missing_port_geometry | v74-pack-079 | [
"ported-no-port-area"
] | 79 | train | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v74_natural_recovery | v74-pack-028-defer_measurement-3 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | null | defer_measurement | null | null | v7.4-natural-boundary-v1 | 74,401 | null | thd_from_response_plot | null | null | v74-pack-028 | defer_measurement | null | v7.4_recovery | false | thd_from_response_plot | v74-pack-028 | [
"thd-from-fr"
] | 28 | train | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v74_natural_recovery | v74-pack-030-defer_measurement-1 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | null | defer_measurement | null | null | v7.4-natural-boundary-v1 | 74,401 | null | final_crossover_from_specs | null | null | v74-pack-030 | defer_measurement | null | v7.4_recovery | false | final_crossover_from_specs | v74-pack-030 | [
"mb-final-crossover-from-specs"
] | 30 | train | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v7_full_loop | v7-loop-impedance_parallel-003 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | null | calculate | {
"source_id": "v7-loop-impedance_parallel-003",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | {
"zs": [
2.0817281752,
2.0817281752,
2.0817281752
]
} | v7-coverage-v2 | 73,001 | impedance_parallel | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v7_routing | v7-routing-sealed_vb-003 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | null | calculate | {
"source_id": "v7-routing-sealed_vb-003",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | {
"qtc": 0.71502234,
"qts": 0.3843118659,
"vas": 76.6601037743
} | v7-coverage-v2 | 73,001 | sealed_vb | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v7_routing | v7-routing-sealed_qtc-007 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | null | calculate | {
"source_id": "v7-routing-sealed_qtc-007",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | {
"qts": 0.44924993820000003,
"vas": 62.1802755437,
"vb": 23.7898262753
} | v7-coverage-v2 | 73,001 | sealed_qtc | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v7_routing | v7-routing-wire_resistance-001 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | null | calculate | {
"source_id": "v7-routing-wire_resistance-001",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | {
"area_m2": 0.0000010066,
"length_m": 5.6367187696
} | v7-coverage-v2 | 73,001 | wire_resistance | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v7_routing | v7-routing-l_pad_shunt-009 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | null | calculate | {
"source_id": "v7-routing-l_pad_shunt-009",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | {
"atten_db": 3.0779473204,
"z_ohm": 4.1039297606
} | v7-coverage-v2 | 73,001 | l_pad_shunt | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v74_natural_recovery | v74-pack-001-calculate-0 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | null | calculate | null | {
"thd_db": -90.3448080907
} | v7.4-natural-boundary-v1 | 74,401 | thd_db_to_percent | natural_calculation_thd_db_to_percent | null | null | v74-pack-001 | calculate | null | v7.4_recovery | false | natural_calculation_thd_db_to_percent | v74-pack-001 | [] | 1 | train | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v7_legacy_tool_loop | v7_legacy_tool_loop-d2b981de8fe44530 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | {
"migration": "v7.2-recovery-v1",
"source": "data/curated/dataset_v1.jsonl",
"source_slice": "legacy_tool_loop"
} | calculate | {
"source_id": "v7_legacy_tool_loop-d2b981de8fe44530",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v7_full_loop | v7-loop-first_order_inductor-001 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | null | calculate | {
"source_id": "v7-loop-first_order_inductor-001",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | {
"fc": 2589.05038581,
"r_ohm": 8.2849612346
} | v7-coverage-v2 | 73,001 | first_order_inductor | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v7_routing | v7-routing-linkwitz_riley2_inductor-003 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | null | calculate | {
"source_id": "v7-routing-linkwitz_riley2_inductor-003",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | {
"fc": 3540.10298081,
"r_ohm": 4.0458319781
} | v7-coverage-v2 | 73,001 | linkwitz_riley2_inductor | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v7_legacy_tool_loop | v7_legacy_tool_loop-c1b036c9a9606b5f | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | {
"migration": "v7.2-recovery-v1",
"source": "data/curated/dataset_v1.jsonl",
"source_slice": "legacy_tool_loop"
} | calculate | {
"source_id": "v7_legacy_tool_loop-c1b036c9a9606b5f",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f | v7_legacy_tool_loop | v7_legacy_tool_loop-bf0cc6f8e980d224 | [
{
"content": "You are Blazing Audio, a rigorous physical-audio-systems engineering tutor.\nDecide before answering. On the first assistant decision after each new user request, the first\nline must be exactly one route marker (continue a later tool-result explanation under that chosen\nroute without repeating t... | a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 | {
"migration": "v7.2-recovery-v1",
"source": "data/curated/dataset_v1.jsonl",
"source_slice": "legacy_tool_loop"
} | calculate | {
"source_id": "v7_legacy_tool_loop-bf0cc6f8e980d224",
"source_partition": "train_v7",
"source_prompt_sha256": "5013f95f2e3ef1550959cc74cba61aa976dbd1339ee292c76d1bbbba4584269d",
"transformation": "system_prompt_and_prompt_hash_only"
} | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
End of preview. Expand in Data Studio
Blazing Audio SLM V7.4 development dataset
This is the exact joint-replay optimizer dataset used for the V7.4 development checkpoint. It is not a claim that the resulting model passed release: V7.4 failed the minimum-family, general-adversarial, and strict measurement-deferral V1 gates. Manifest V2 remains sealed and is not included.
Splits and composition
| Split | Rows | Calculate | Explain | Abstain | Defer measurement |
|---|---|---|---|---|---|
| Train | 3,923 | 2,621 | 582 | 360 | 360 |
| Validation | 300 | 146 | 74 | 40 | 40 |
The training split replays 2,531 verified numeric rows and 492 concept/forum rows from the prior V7.2 optimizer corpus, then adds 900 V7.4 recovery rows. Validation contains 200 deterministic retention rows and 100 held-out V7.4 recovery rows. The splits have zero normalized-prompt, tool/argument-key, or V7.4 pack overlap.
The optional artifacts/v74_recovery_slice.jsonl is the labeled 1,000-row source recovery slice
(400 abstain, 400 defer-measurement, 100 calculate, and 100 explain). It is not the complete
optimizer dataset and duplicates rows already assigned across train and validation; consumers
should not concatenate it with the default splits.
Format
Each line is a JSON object containing a ChatML-style messages array plus routing and provenance
metadata. Numeric examples emit canonical Formula Core tool calls. Measurement-dependent requests
must defer without a tool call; missing or impossible inputs abstain; non-numeric teaching uses the
explain route.
Reproducibility identity
- Train SHA-256:
05212e20dd7f935d105d5eb0bb37bd3a9a21df89a6b98a743487d6a2116f940a - Validation SHA-256:
46e1369a7e6c4d64b1de9f61b7f56f8371652eff1c9bc09726bf6b63d5102788 - Optional recovery-slice SHA-256:
b2af51aed96acd4d62c0493899f284e00d85fc2feb2044538d1f9ec556ab0bd2 - Deployment-prompt SHA-256:
a9e36d5c7bca98c986fea8909c9e53ff366d4c46810e220fab2910490a822970 - Formula Core catalog SHA-256:
545e6a7696e40d7567aa82ad8a62b6d5c34272456e6df8ea5f46c6ef4170353f - Split seed: 74,007
Leakage controls
- The 319-row Manifest V1 development set and sealed Manifest V2 are excluded from publication.
- Training and validation have no prompt, tool/argument-key, or atomic-pack overlap.
- Evaluation row dumps, logs, model outputs, adapters, and credentials are not dataset artifacts.
Limitations
- The V7.4 recovery slice has low linguistic diversity and overuses synthetic workshop framing.
- Concept/forum records predate the provenance-sidecar mechanism, so full per-example source IDs are not recoverable. The corpus is not audit-grade at the claim level.
- Citation validity checks establish that cited chunks existed during generation; they do not prove every generated claim is faithful.
- The resulting V7.4 model failed substantive behavioral and per-family gates.
License
The V7.4 development dataset is published under CC BY 4.0. Users must provide attribution and indicate changes. This license applies to the synthesized dataset records, not to third-party references linked by the project, and it does not remove the provenance and model-quality limitations above.
- Downloads last month
- 23