tokenfold-select-v3 / VALIDATION.json
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{
"status": "LOCAL_FUNCTIONAL_RUNTIME_SMOKE_PASS_NOT_BENCHMARK_OR_SEMANTIC_QUALIFICATION",
"hardware": "NVIDIA GeForce RTX 5080",
"precision": "FP32 parameters,CUDA BF16 autocast,cacheoff/TF32off,one Torch thread",
"Select_v3": {
"local_packaged_weight_load": "PASS",
"finite_aligned_group_scores": "PASS",
"groups": 2,
"encoded_tokens": 498,
"windows": 1,
"offline_guard_violations": 0
},
"controls": {
"kompress-native-bf16": {
"status": "NATIVE_EAGER_BATCH32_RUNTIME_FUNCTIONAL_HEALTH_PASS_NOT_SEMANTIC_QUALIFICATION",
"original_worker_and_guardian_waited": true
},
"v1-bf16": {
"status": "FUNCTIONAL_FINITE_ALIGNED_SCORE_PASS",
"original_worker_and_guardian_waited": true
},
"v2-bf16": {
"status": "FUNCTIONAL_FINITE_ALIGNED_SCORE_PASS",
"original_worker_and_guardian_waited": true
}
},
"Kompress_native_batch32_shape_probe": "PASS;nativeEAGER not batch8export",
"Kompress_budget_probes": [
{
"ratio": 0.25,
"input_tokens": 336,
"target_tokens": 84,
"output_tokens": 336,
"valid_budget": false,
"no_op": true,
"refusal_not_win": true
},
{
"ratio": 0.5,
"input_tokens": 336,
"target_tokens": 168,
"output_tokens": 336,
"valid_budget": false,
"no_op": true,
"refusal_not_win": true
}
],
"new_training_compilation_capture_or_model_downloads": 0,
"comparative_latency_quality_superiority_or90percent_claim": false,
"independent_semantic_health_not_certified": true,
"fresh_machine_install_not_certified": true,
"original_failures_retained_in_local_evidence": true,
"vendored_loader_source_byte_identical_to_tested_SDK": true,
"historical_DEV_benchmark": {
"status": "REUSED_HISTORICAL_DEV_OBSERVATIONS_NOT_QUALIFICATION",
"new_benchmark_runs": 0,
"model_revision": "fd8231d3cdc1efc46f7a6d7d83ca88b336a953591d63ea431407c8b13b990309",
"hardware": "NVIDIA GeForce RTX 5080",
"kompress_scope_sha256": "8c13f887177adcf31fdfba03c6b5894598bfd6b33b74f086b757ec2eddb66332",
"v3_scope_sha256": "711c176b58492358dc0d4c7de4d79f7b1b20112d468ed8a5501d3f34d35ec3b3",
"v3_export_manifest_sha256": "19b10e408935e046946125af5f06994e0d034efc53ba5fb0dfdbe0b40f7053e1",
"kompress_export_manifest_sha256": "2774d37b3832201e59990182bc264fe15ca6383f3577264d94f9699e7816ddac",
"headroom_source_version": "source-1cf496612e781ef8d67ff87ee4f78037492f0bc7",
"parameter_counts": {
"v3": 149606401,
"kompress": 149999875
},
"precision": {
"live_parameter_dtype": "float32",
"CUDA_autocast": "bfloat16",
"cache_enabled": false,
"TF32": false,
"torch_threads": 1,
"GPU": 0,
"v3_attention": "admitted-SDPA",
"kompress_attention": "native-EAGER"
},
"software": {
"huggingface_hub": "1.33.0",
"numpy": "2.5.3",
"peft": "0.21.2",
"safetensors": "0.8.0",
"tokenizers": "0.23.2",
"torch": "2.11.0+cu128",
"transformers": "5.19.0"
},
"clock": "WARM only: start before fresh source JSON/span grouping, exact o200k count and .25/.5 target derivation; include request serialization/IPC, actual model tokenization/forward, API budget adaptation OR native allocation/recount, native child/relay/guardian wait, delivery and caller output recount. Fixed process/tokenizer/model startup+one case0 warmup disclosed separately, NOT cold cost. No result/source/score cache.",
"data": "One exposed DEV source per workload at two budgets; JSON/logs share source population; no independent complete-support truth or representative qualification set.",
"runtime": "Historical serialized research runners, not latency certification for the included raw-checkpoint quickstart. Kompress native-EAGER export was limited to batch1..8 and sequence5..512; native API guards on, CCR off; not CPU/INT8.",
"eligible_cells": 4,
"six_refusals_counted_as_wins": false,
"more_than_ten_percent_lower_recorded_times": 3,
"earlier_screens": {
"8c13f887": "0/4",
"a8948ec8": "0/4",
"ca18f5cd": "1/4",
"711c176b": "3/4"
},
"not_contemporaneous_paired_causal_or_statistical": true,
"independent_semantic_health_established": false,
"quality_p50_p95_cold_or90percent_claim": false,
"qualified_superiority": false,
"source_receipts": [
{
"path": "tmp/select-v3-native-guardian-cost-audit-v1/result.json",
"sha256": "3ee330fa203951ff2e9be59e05230d9c033bde253da11c8c80284d5acf147a7c"
},
{
"path": "tmp/select-v3-native-guardian-cost-v1/result.json",
"sha256": "402dec4660ce4c756c76af1af5b09f65700c8f193957a82c605ea60ab8a55e95"
},
{
"path": "tmp/select-v3-native-guardian-cost-v1/scope.json",
"sha256": "711c176b58492358dc0d4c7de4d79f7b1b20112d468ed8a5501d3f34d35ec3b3"
},
{
"path": "tmp/select-v3-native-guardian-cost-v1/cases.json",
"sha256": "abc70207fdf4774c2a9d0f8ad6d9090c3dad5a51ab7896ca827f6081aa53ba37"
},
{
"path": "tmp/select-v3-kompress-resident-cost-audit-v1/result.json",
"sha256": "dd279335902db0e1cf57af20781b95d71b19f0ca84864cbd71dda6411aec45d4"
},
{
"path": "tmp/select-v3-kompress-resident-cost-v1/result.json",
"sha256": "ffbec64a9fb7afc057e5bf97667ff376845c2c9c1f542e14385937c670d47745"
},
{
"path": "tmp/select-v3-kompress-resident-cost-v1/scope.json",
"sha256": "8c13f887177adcf31fdfba03c6b5894598bfd6b33b74f086b757ec2eddb66332"
},
{
"path": "tmp/select-v3-kompress-resident-cost-v1/cases.json",
"sha256": "abc70207fdf4774c2a9d0f8ad6d9090c3dad5a51ab7896ca827f6081aa53ba37"
},
{
"path": "tmp/select-v3-kompress-budget-review-v1/result.json",
"sha256": "5ff4b373715ed3891f6cfdd7905ebee67f1b9d137ac84b5311dc5c4b93aa17fb"
}
],
"rows": [
{
"case_index": 0,
"workload": "code",
"retention_budget": "0.25",
"input_tokens": 4411,
"target_tokens": 1102,
"v3_output_tokens": 1079,
"v3_tokens_removed": 3332,
"v3_request_seconds": "0.1589187",
"kompress_recorded_seconds": "0.2036338",
"kompress_budget_eligible": false,
"kompress_recorded_seconds_are_refusal_cost": true,
"kompress_returned_tokens": 4411,
"kompress_native_attempt_tokens": [
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],
"v3_vs_kompress_time_change_percent": null,
"comparison": "Inconclusive",
"semantic_health_or_quality_established": false,
"v3_tokens_saved_percent": 75.53842666062117
},
{
"case_index": 1,
"workload": "code",
"retention_budget": "0.5",
"input_tokens": 4411,
"target_tokens": 2205,
"v3_output_tokens": 2205,
"v3_tokens_removed": 2206,
"v3_request_seconds": "0.1460882",
"kompress_recorded_seconds": "0.2003043",
"kompress_budget_eligible": true,
"kompress_recorded_seconds_are_refusal_cost": false,
"kompress_returned_tokens": 2149,
"kompress_native_attempt_tokens": [
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2215,
2149
],
"v3_vs_kompress_time_change_percent": "-27.06686776070209176737593751",
"comparison": "27.1% lower time",
"semantic_health_or_quality_established": false,
"v3_tokens_saved_percent": 50.01133529811834
},
{
"case_index": 2,
"workload": "json",
"retention_budget": "0.25",
"input_tokens": 1303,
"target_tokens": 325,
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"v3_tokens_removed": 995,
"v3_request_seconds": "0.0628606",
"kompress_recorded_seconds": "0.0804463",
"kompress_budget_eligible": false,
"kompress_recorded_seconds_are_refusal_cost": true,
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"kompress_native_attempt_tokens": [
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],
"v3_vs_kompress_time_change_percent": null,
"comparison": "Inconclusive",
"semantic_health_or_quality_established": false,
"v3_tokens_saved_percent": 76.36224098234842
},
{
"case_index": 3,
"workload": "json",
"retention_budget": "0.5",
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"target_tokens": 651,
"v3_output_tokens": 651,
"v3_tokens_removed": 652,
"v3_request_seconds": "0.0658957",
"kompress_recorded_seconds": "0.0787157",
"kompress_budget_eligible": false,
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],
"v3_vs_kompress_time_change_percent": null,
"comparison": "Inconclusive",
"semantic_health_or_quality_established": false,
"v3_tokens_saved_percent": 50.03837298541826
},
{
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"workload": "logs",
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],
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"comparison": "Inconclusive",
"semantic_health_or_quality_established": false,
"v3_tokens_saved_percent": 75.06799637352674
},
{
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"workload": "logs",
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"v3_tokens_removed": 600,
"v3_request_seconds": "0.0579552",
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"kompress_budget_eligible": false,
"kompress_recorded_seconds_are_refusal_cost": true,
"kompress_returned_tokens": 1103,
"kompress_native_attempt_tokens": [
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],
"v3_vs_kompress_time_change_percent": null,
"comparison": "Inconclusive",
"semantic_health_or_quality_established": false,
"v3_tokens_saved_percent": 54.39709882139619
},
{
"case_index": 6,
"workload": "multi-turn",
"retention_budget": "0.25",
"input_tokens": 587,
"target_tokens": 146,
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"v3_tokens_removed": 548,
"v3_request_seconds": "0.069653",
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"kompress_returned_tokens": 144,
"kompress_native_attempt_tokens": [
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],
"v3_vs_kompress_time_change_percent": "-23.15923831083369462932134824",
"comparison": "23.2% lower time",
"semantic_health_or_quality_established": false,
"v3_tokens_saved_percent": 93.35604770017036
},
{
"case_index": 7,
"workload": "multi-turn",
"retention_budget": "0.5",
"input_tokens": 587,
"target_tokens": 293,
"v3_output_tokens": 235,
"v3_tokens_removed": 352,
"v3_request_seconds": "0.0693616",
"kompress_recorded_seconds": "0.0644106",
"kompress_budget_eligible": true,
"kompress_recorded_seconds_are_refusal_cost": false,
"kompress_returned_tokens": 284,
"kompress_native_attempt_tokens": [
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284
],
"v3_vs_kompress_time_change_percent": "7.686623009256240432475400000",
"comparison": "7.7% higher time",
"semantic_health_or_quality_established": false,
"v3_tokens_saved_percent": 59.96592844974446
},
{
"case_index": 8,
"workload": "retrieval",
"retention_budget": "0.25",
"input_tokens": 4498,
"target_tokens": 1124,
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"v3_tokens_removed": 3383,
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],
"v3_vs_kompress_time_change_percent": null,
"comparison": "Inconclusive",
"semantic_health_or_quality_established": false,
"v3_tokens_saved_percent": 75.21120497999111
},
{
"case_index": 9,
"workload": "retrieval",
"retention_budget": "0.5",
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"target_tokens": 2249,
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"v3_tokens_removed": 2281,
"v3_request_seconds": "0.139291",
"kompress_recorded_seconds": "0.201564",
"kompress_budget_eligible": true,
"kompress_recorded_seconds_are_refusal_cost": false,
"kompress_returned_tokens": 2219,
"kompress_native_attempt_tokens": [
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2219
],
"v3_vs_kompress_time_change_percent": "-30.89490186739695580560020639",
"comparison": "30.9% lower time",
"semantic_health_or_quality_established": false,
"v3_tokens_saved_percent": 50.711427301022674
}
]
},
"Ollama_DEV_answer_quality": {
"status": "INCOMPLETE_TERMINAL_NO_RETRY",
"report": "QUALITY-EVAL.json",
"report_sha256": "b5a8946e3edc0a7c91ef8d1985d5e97bcab10972eb06ec37186b6bd1be187854",
"think": false,
"planned_requests": 12,
"answered_requests": 6,
"failed_requests": 1,
"unexecuted_requests": 5,
"overall_suite_precision_recall_f1": null,
"complete_code_subgroup": {
"questions": 3,
"source_files": 1,
"raw": {
"precision": 1.0,
"recall": 1.0,
"f1": 1.0,
"em": 1.0
},
"compressed": {
"precision": 1.0,
"recall": 1.0,
"f1": 1.0,
"em": 1.0
}
},
"not_a_Headroom_comparable_score": true,
"qualification": false
},
"Kompress_v2_comparison": {
"report": "COMPARISON.json",
"report_sha256": "2e224621f836a76f2f31c450dd0233c35322fe774bd718ee171d157c30300902",
"status": "HISTORICAL_DESCRIPTIVE_COMPARISON_AND_INCOMPLETE_NEW_PILOT",
"published_token_metrics": {
"threshold": 0.5,
"token_precision": 0.94,
"token_recall": 0.901,
"token_f1": 0.92,
"must_keep_recall": 0.989,
"keep_rate": 0.866,
"test_rows": 12697,
"scored_subwords": 16827490,
"dataset_name": "dataset_v2_v2.1-f00",
"hardware": "H100",
"compute": "PyTorch BF16",
"source": "https://huggingface.co/chopratejas/kompress-v2-base/blob/e00cc5e60ff73b01674ef8fa6da6c5acf6d54181/README.md",
"third_party_reported_not_reproduced": true
},
"shared_pilot_status": "PARTIAL_V3_COMPLETE_COMPARATOR_SETUP_FAILED_NO_QA",
"general_superiority_established": false,
"shared_pilot_V3_valid_compression_cases": 5,
"shared_pilot_requested_literal_substrings_present": "12/12 across5 fixed cases; substring-only,not answer accuracy",
"shared_pilot_Kompress_setup_failure": "AttributeError on nonexistent KompressConfig.batch_size; our stale harness; no comparator inference",
"shared_pilot_answerer_requests": 0
},
"fresh_multi_turn_repeat": {
"status": "FIXED_FIVE_REPEAT_BENCHMARK_COMPLETE_DESCRIPTIVE_ONLY",
"scope_sha256": "5da79d5c782971553e6988849dc04c19b129b6a24e3004e0adac7f4c467be45e",
"planned_timed_samples": 10,
"measured_timed_samples": 10,
"sample_median_seconds": {
"kompress": 0.0777508,
"v3": 0.0665719
},
"v3_time_change_percent": -14.377858491488183,
"all_scheduled_samples_included": true,
"GPU_busy_gate_waived_by_user": true,
"controlled_idle": false,
"quality_or_statistical_superiority_established": false,
"historical_row_retained": true
}
}