Download benchmarks/CHARTS_MANIFEST.json from NorviTech/armiger-dht-db-sync: direct link, hf CLI and curl.
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- Download file 47.9 kB
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https://huggingface.co/NorviTech/armiger-dht-db-sync/resolve/main/benchmarks/CHARTS_MANIFEST.json
- Command line
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hf download hf://NorviTech/armiger-dht-db-sync/benchmarks/CHARTS_MANIFEST.json
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curl -L -o CHARTS_MANIFEST.json https://huggingface.co/NorviTech/armiger-dht-db-sync/resolve/main/benchmarks/CHARTS_MANIFEST.json
47.9 kB
| { | |
| "schema_version": "1.0.0", | |
| "bootstrap_seed": 20261018, | |
| "bootstrap_resamples": 10000, | |
| "invariants_verified": { | |
| "identical_denominator_lock": true, | |
| "anti_circularity_lock": true, | |
| "paired_uncertainty_and_significance": true, | |
| "png_metadata_stripped_ihdr_idat_iend_only": true | |
| }, | |
| "anti_circularity_audit": [ | |
| { | |
| "model_name": "OpenAI GPT (Fast Tier)", | |
| "is_teacher": true, | |
| "eval_mode": "leave_one_teacher_out", | |
| "self_vote_weight": 0.0, | |
| "non_circular_pct": 95.12, | |
| "circular_self_vote_pct": 96.59, | |
| "circularity_inflation_pp": 1.46 | |
| }, | |
| { | |
| "model_name": "Google Gemini Flash", | |
| "is_teacher": true, | |
| "eval_mode": "leave_one_teacher_out", | |
| "self_vote_weight": 0.0, | |
| "non_circular_pct": 93.8, | |
| "circular_self_vote_pct": 95.61, | |
| "circularity_inflation_pp": 1.8 | |
| }, | |
| { | |
| "model_name": "Anthropic Claude Haiku 4.5", | |
| "is_teacher": true, | |
| "eval_mode": "independent_ground_truth", | |
| "self_vote_weight": 0.0 | |
| } | |
| ], | |
| "provenance_sha256": { | |
| "canonical_eval_vectors.json": "058473f4ba21bc07db2c2b6981d5e62f3c584311fc134d92cb523de7f261243a", | |
| "generate_canonical_charts.py": "1f35073d35e7e7e82d6c3274ef2c29238424fa5885e36c2e68a86148e38edb78", | |
| "assets/armiger_vs_llms_overall_and_6dims.png": "0a0bc3a260b3c3b1188a92fb9cc015c6bdb786e9033924d9daa7a36be332fc62", | |
| "assets/armiger_vs_llms_cost_comparison.png": "7344ba71b9041ac737296c98079c30bcae33c237c5b6549509596d6eb5c3ec52", | |
| "assets/armiger_vs_torrent_classifiers_6dims.png": "51e1f2293aada2d42fc8d0feaef976c2b59eb5f648a27e5c32df041c1c7f3edc", | |
| "assets/armiger_categorical_breakdown.png": "1a77a64340f7e05af318105d83270b29396450d01f22f71cffdf808b45e10d98", | |
| "validated_zero_cue_catalog.json": "a43193a7d9982f1b83e9e6968c47dbbe8d058b113af5020d6d5ea45ed2af7fcd", | |
| "armiger_ultra.fp32.onnx": "24c65e1af1be68c923bfdf774afb862c54b66a30f40c4b65cf5961929f149d48", | |
| "armiger.int8.onnx": "c750e034aace4ff28c0eb1e1112b28f744a5770abd78618127258f283e54e4da" | |
| }, | |
| "charts": { | |
| "armiger_vs_llms_overall_and_6dims.png": { | |
| "sha256": "0a0bc3a260b3c3b1188a92fb9cc015c6bdb786e9033924d9daa7a36be332fc62", | |
| "composite_6dim_mean": { | |
| "Armiger Ultra (Fair Hybrid)": { | |
| "point_pct": 96.86, | |
| "ci95_lo": 96.35, | |
| "ci95_hi": 97.38, | |
| "point_with_corpus_swarm_pct": 97.6 | |
| }, | |
| "Armiger (8.3 MB INT8 + Plugins)": { | |
| "point_pct": 96.85, | |
| "ci95_lo": 96.33, | |
| "ci95_hi": 97.36 | |
| }, | |
| "Google Gemini Flash": { | |
| "point_pct": 94.56, | |
| "ci95_lo": 93.88, | |
| "ci95_hi": 95.23 | |
| }, | |
| "Anthropic Claude Haiku 4.5": { | |
| "point_pct": 92.88, | |
| "ci95_lo": 92.04, | |
| "ci95_hi": 93.72 | |
| }, | |
| "OpenAI GPT (Fast Tier)": { | |
| "point_pct": 86.24, | |
| "ci95_lo": 85.56, | |
| "ci95_hi": 86.91 | |
| }, | |
| "Local 8B Instruct LLM (FP16)": { | |
| "point_pct": 84.79, | |
| "ci95_lo": 83.65, | |
| "ci95_hi": 85.94 | |
| } | |
| }, | |
| "panel_2a_category_11class": { | |
| "panel_name": "chart1_2a_beyond_cat11", | |
| "n": 1025, | |
| "metric_type": "mean", | |
| "reference_model": "Armiger Ultra (Fair Hybrid)", | |
| "models": { | |
| "Armiger Ultra (Fair Hybrid)": { | |
| "n": 1025, | |
| "point_pct": 95.12, | |
| "ci95_lo": 93.76, | |
| "ci95_hi": 96.39, | |
| "delta_vs_ref_pct": 0.0, | |
| "delta_ci95_lo": 0.0, | |
| "delta_ci95_hi": 0.0, | |
| "p_value_vs_ref": 1.0 | |
| }, | |
| "Armiger (8.3 MB INT8 + Plugins)": { | |
| "n": 1025, | |
| "point_pct": 95.12, | |
| "ci95_lo": 93.76, | |
| "ci95_hi": 96.39, | |
| "delta_vs_ref_pct": 0.0, | |
| "delta_ci95_lo": 0.0, | |
| "delta_ci95_hi": 0.0, | |
| "p_value_vs_ref": 1.0 | |
| }, | |
| "Google Gemini Flash": { | |
| "n": 1025, | |
| "point_pct": 93.8, | |
| "ci95_lo": 92.39, | |
| "ci95_hi": 95.12, | |
| "delta_vs_ref_pct": 1.32, | |
| "delta_ci95_lo": -0.29, | |
| "delta_ci95_hi": 2.93, | |
| "p_value_vs_ref": 0.1073516 | |
| }, | |
| "Anthropic Claude Haiku 4.5": { | |
| "n": 1025, | |
| "point_pct": 93.76, | |
| "ci95_lo": 92.2, | |
| "ci95_hi": 95.22, | |
| "delta_vs_ref_pct": 1.37, | |
| "delta_ci95_lo": 0.68, | |
| "delta_ci95_hi": 2.15, | |
| "p_value_vs_ref": 0.0001220703 | |
| }, | |
| "OpenAI GPT (Fast Tier)": { | |
| "n": 1025, | |
| "point_pct": 95.12, | |
| "ci95_lo": 93.85, | |
| "ci95_hi": 96.29, | |
| "delta_vs_ref_pct": 0.0, | |
| "delta_ci95_lo": -1.46, | |
| "delta_ci95_hi": 1.41, | |
| "p_value_vs_ref": 0.5715867 | |
| }, | |
| "Local 8B Instruct LLM (FP16)": { | |
| "n": 1025, | |
| "point_pct": 80.78, | |
| "ci95_lo": 78.34, | |
| "ci95_hi": 83.22, | |
| "delta_vs_ref_pct": 14.34, | |
| "delta_ci95_lo": 12.2, | |
| "delta_ci95_hi": 16.49, | |
| "p_value_vs_ref": 1.121039e-44 | |
| } | |
| } | |
| }, | |
| "panel_2b_catalog_matching": { | |
| "panel_name": "chart1_2b_beyond_matching", | |
| "n": 1025, | |
| "metric_type": "mean", | |
| "reference_model": "Armiger Ultra (Fair Hybrid)", | |
| "models": { | |
| "Armiger Ultra (Fair Hybrid)": { | |
| "n": 1025, | |
| "point_pct": 96.39, | |
| "ci95_lo": 95.22, | |
| "ci95_hi": 97.46, | |
| "delta_vs_ref_pct": 0.0, | |
| "delta_ci95_lo": 0.0, | |
| "delta_ci95_hi": 0.0, | |
| "p_value_vs_ref": 1.0 | |
| }, | |
| "Armiger (8.3 MB INT8 + Plugins)": { | |
| "n": 1025, | |
| "point_pct": 96.29, | |
| "ci95_lo": 95.02, | |
| "ci95_hi": 97.37, | |
| "delta_vs_ref_pct": 0.1, | |
| "delta_ci95_lo": -0.69, | |
| "delta_ci95_hi": 0.98, | |
| "p_value_vs_ref": 1.0 | |
| }, | |
| "Google Gemini Flash": { | |
| "n": 1025, | |
| "point_pct": 90.88, | |
| "ci95_lo": 89.17, | |
| "ci95_hi": 92.49, | |
| "delta_vs_ref_pct": 5.51, | |
| "delta_ci95_lo": 3.71, | |
| "delta_ci95_hi": 7.32, | |
| "p_value_vs_ref": 3.767158e-09 | |
| }, | |
| "Anthropic Claude Haiku 4.5": { | |
| "n": 1025, | |
| "point_pct": 86.15, | |
| "ci95_lo": 84.0, | |
| "ci95_hi": 88.2, | |
| "delta_vs_ref_pct": 10.24, | |
| "delta_ci95_lo": 8.39, | |
| "delta_ci95_hi": 12.1, | |
| "p_value_vs_ref": 4.930381e-32 | |
| }, | |
| "OpenAI GPT (Fast Tier)": { | |
| "n": 1025, | |
| "point_pct": 89.07, | |
| "ci95_lo": 87.17, | |
| "ci95_hi": 90.88, | |
| "delta_vs_ref_pct": 7.32, | |
| "delta_ci95_lo": 5.37, | |
| "delta_ci95_hi": 9.32, | |
| "p_value_vs_ref": 2.797646e-13 | |
| }, | |
| "Local 8B Instruct LLM (FP16)": { | |
| "n": 1025, | |
| "point_pct": 77.85, | |
| "ci95_lo": 75.32, | |
| "ci95_hi": 80.29, | |
| "delta_vs_ref_pct": 18.54, | |
| "delta_ci95_lo": 16.29, | |
| "delta_ci95_hi": 20.98, | |
| "p_value_vs_ref": 1.274474e-57 | |
| } | |
| } | |
| }, | |
| "panel_2c_audio_strict_229": { | |
| "panel_name": "chart1_2c_beyond_audio_strict", | |
| "n": 229, | |
| "metric_type": "mean", | |
| "reference_model": "Armiger Ultra (Fair Hybrid)", | |
| "models": { | |
| "Armiger Ultra (Fair Hybrid)": { | |
| "n": 229, | |
| "point_pct": 99.13, | |
| "ci95_lo": 97.82, | |
| "ci95_hi": 100.0, | |
| "delta_vs_ref_pct": 0.0, | |
| "delta_ci95_lo": 0.0, | |
| "delta_ci95_hi": 0.0, | |
| "p_value_vs_ref": 1.0 | |
| }, | |
| "Armiger (8.3 MB INT8 + Plugins)": { | |
| "n": 229, | |
| "point_pct": 99.13, | |
| "ci95_lo": 97.82, | |
| "ci95_hi": 100.0, | |
| "delta_vs_ref_pct": 0.0, | |
| "delta_ci95_lo": 0.0, | |
| "delta_ci95_hi": 0.0, | |
| "p_value_vs_ref": 1.0 | |
| }, | |
| "Google Gemini Flash": { | |
| "n": 229, | |
| "point_pct": 98.69, | |
| "ci95_lo": 96.94, | |
| "ci95_hi": 100.0, | |
| "delta_vs_ref_pct": 0.44, | |
| "delta_ci95_lo": -1.31, | |
| "delta_ci95_hi": 2.18, | |
| "p_value_vs_ref": 1.0 | |
| }, | |
| "Anthropic Claude Haiku 4.5": { | |
| "n": 229, | |
| "point_pct": 95.63, | |
| "ci95_lo": 92.58, | |
| "ci95_hi": 98.25, | |
| "delta_vs_ref_pct": 3.49, | |
| "delta_ci95_lo": 1.31, | |
| "delta_ci95_hi": 6.11, | |
| "p_value_vs_ref": 0.0078125 | |
| }, | |
| "OpenAI GPT (Fast Tier)": { | |
| "n": 229, | |
| "point_pct": 97.82, | |
| "ci95_lo": 95.63, | |
| "ci95_hi": 99.56, | |
| "delta_vs_ref_pct": 1.31, | |
| "delta_ci95_lo": 0.0, | |
| "delta_ci95_hi": 3.06, | |
| "p_value_vs_ref": 0.25 | |
| }, | |
| "Local 8B Instruct LLM (FP16)": { | |
| "n": 229, | |
| "point_pct": 93.45, | |
| "ci95_lo": 89.96, | |
| "ci95_hi": 96.51, | |
| "delta_vs_ref_pct": 5.68, | |
| "delta_ci95_lo": 3.06, | |
| "delta_ci95_hi": 8.73, | |
| "p_value_vs_ref": 0.0002441406 | |
| } | |
| } | |
| }, | |
| "panel_2d_anime_valid_636": { | |
| "panel_name": "chart1_2d_beyond_anime_valid636", | |
| "n": 636, | |
| "metric_type": "mean", | |
| "reference_model": "Armiger Ultra (Fair Hybrid)", | |
| "models": { | |
| "Armiger Ultra (Fair Hybrid)": { | |
| "n": 636, | |
| "point_pct": 98.9, | |
| "ci95_lo": 97.96, | |
| "ci95_hi": 99.69, | |
| "delta_vs_ref_pct": 0.0, | |
| "delta_ci95_lo": 0.0, | |
| "delta_ci95_hi": 0.0, | |
| "p_value_vs_ref": 1.0 | |
| }, | |
| "Armiger (8.3 MB INT8 + Plugins)": { | |
| "n": 636, | |
| "point_pct": 98.9, | |
| "ci95_lo": 97.96, | |
| "ci95_hi": 99.69, | |
| "delta_vs_ref_pct": 0.0, | |
| "delta_ci95_lo": 0.0, | |
| "delta_ci95_hi": 0.0, | |
| "p_value_vs_ref": 1.0 | |
| }, | |
| "Google Gemini Flash": { | |
| "n": 636, | |
| "point_pct": 95.6, | |
| "ci95_lo": 93.87, | |
| "ci95_hi": 97.17, | |
| "delta_vs_ref_pct": 3.3, | |
| "delta_ci95_lo": 1.73, | |
| "delta_ci95_hi": 5.03, | |
| "p_value_vs_ref": 4.923344e-05 | |
| }, | |
| "Anthropic Claude Haiku 4.5": { | |
| "n": 636, | |
| "point_pct": 98.9, | |
| "ci95_lo": 97.96, | |
| "ci95_hi": 99.69, | |
| "delta_vs_ref_pct": 0.0, | |
| "delta_ci95_lo": 0.0, | |
| "delta_ci95_hi": 0.0, | |
| "p_value_vs_ref": 1.0 | |
| }, | |
| "OpenAI GPT (Fast Tier)": { | |
| "n": 636, | |
| "point_pct": 95.6, | |
| "ci95_lo": 93.87, | |
| "ci95_hi": 97.17, | |
| "delta_vs_ref_pct": 3.3, | |
| "delta_ci95_lo": 1.73, | |
| "delta_ci95_hi": 5.03, | |
| "p_value_vs_ref": 4.923344e-05 | |
| }, | |
| "Local 8B Instruct LLM (FP16)": { | |
| "n": 636, | |
| "point_pct": 92.45, | |
| "ci95_lo": 90.25, | |
| "ci95_hi": 94.5, | |
| "delta_vs_ref_pct": 6.45, | |
| "delta_ci95_lo": 4.56, | |
| "delta_ci95_hi": 8.33, | |
| "p_value_vs_ref": 9.094947e-13 | |
| } | |
| } | |
| }, | |
| "panel_2e_junk_balanced_977": { | |
| "panel_name": "chart1_2e_beyond_junk977_balanced", | |
| "n": 977, | |
| "metric_type": "balanced", | |
| "reference_model": "Armiger Ultra (Fair Hybrid)", | |
| "models": { | |
| "Armiger Ultra (Fair Hybrid)": { | |
| "n": 977, | |
| "point_pct": 99.23, | |
| "ci95_lo": 97.69, | |
| "ci95_hi": 100.0, | |
| "delta_vs_ref_pct": 0.0, | |
| "delta_ci95_lo": 0.0, | |
| "delta_ci95_hi": 0.0, | |
| "p_value_vs_ref": 1.0 | |
| }, | |
| "Armiger (8.3 MB INT8 + Plugins)": { | |
| "n": 977, | |
| "point_pct": 99.23, | |
| "ci95_lo": 97.69, | |
| "ci95_hi": 100.0, | |
| "delta_vs_ref_pct": 0.0, | |
| "delta_ci95_lo": 0.0, | |
| "delta_ci95_hi": 0.0, | |
| "p_value_vs_ref": 1.0 | |
| }, | |
| "Google Gemini Flash": { | |
| "n": 977, | |
| "point_pct": 99.18, | |
| "ci95_lo": 97.53, | |
| "ci95_hi": 100.0, | |
| "delta_vs_ref_pct": 0.05, | |
| "delta_ci95_lo": -2.25, | |
| "delta_ci95_hi": 2.36, | |
| "p_value_vs_ref": 1.0 | |
| }, | |
| "Anthropic Claude Haiku 4.5": { | |
| "n": 977, | |
| "point_pct": 93.09, | |
| "ci95_lo": 90.56, | |
| "ci95_hi": 95.12, | |
| "delta_vs_ref_pct": 6.14, | |
| "delta_ci95_lo": 3.39, | |
| "delta_ci95_hi": 9.0, | |
| "p_value_vs_ref": 8.046381e-29 | |
| }, | |
| "OpenAI GPT (Fast Tier)": { | |
| "n": 977, | |
| "point_pct": 50.0, | |
| "ci95_lo": 50.0, | |
| "ci95_hi": 50.0, | |
| "delta_vs_ref_pct": 49.23, | |
| "delta_ci95_lo": 47.69, | |
| "delta_ci95_hi": 50.0, | |
| "p_value_vs_ref": 1.084202e-19 | |
| }, | |
| "Local 8B Instruct LLM (FP16)": { | |
| "n": 977, | |
| "point_pct": 97.91, | |
| "ci95_lo": 95.5, | |
| "ci95_hi": 99.62, | |
| "delta_vs_ref_pct": 1.32, | |
| "delta_ci95_lo": -1.15, | |
| "delta_ci95_hi": 4.01, | |
| "p_value_vs_ref": 0.003417969 | |
| } | |
| } | |
| }, | |
| "panel_2f_swarm_public_757": { | |
| "panel_name": "chart1_2f_swarm_public_757", | |
| "n": 757, | |
| "metric_type": "auroc", | |
| "reference_model": "Armiger Ultra (Fair Hybrid)", | |
| "models": { | |
| "Armiger Ultra (Fair Hybrid)": { | |
| "n": 757, | |
| "point_pct": 92.42, | |
| "ci95_lo": 90.55, | |
| "ci95_hi": 94.13, | |
| "delta_vs_ref_pct": 0.0, | |
| "delta_ci95_lo": 0.0, | |
| "delta_ci95_hi": 0.0, | |
| "p_value_vs_ref": 1.0 | |
| }, | |
| "Armiger (8.3 MB INT8 + Plugins)": { | |
| "n": 757, | |
| "point_pct": 92.42, | |
| "ci95_lo": 90.55, | |
| "ci95_hi": 94.13, | |
| "delta_vs_ref_pct": 0.0, | |
| "delta_ci95_lo": 0.0, | |
| "delta_ci95_hi": 0.0, | |
| "p_value_vs_ref": 1.0 | |
| }, | |
| "Google Gemini Flash": { | |
| "n": 757, | |
| "point_pct": 89.2, | |
| "ci95_lo": 86.89, | |
| "ci95_hi": 91.42, | |
| "delta_vs_ref_pct": 3.22, | |
| "delta_ci95_lo": 0.32, | |
| "delta_ci95_hi": 6.1, | |
| "p_value_vs_ref": 2.227484e-06 | |
| }, | |
| "Anthropic Claude Haiku 4.5": { | |
| "n": 757, | |
| "point_pct": 89.76, | |
| "ci95_lo": 87.53, | |
| "ci95_hi": 91.94, | |
| "delta_vs_ref_pct": 2.66, | |
| "delta_ci95_lo": -0.16, | |
| "delta_ci95_hi": 5.47, | |
| "p_value_vs_ref": 4.115658e-10 | |
| }, | |
| "OpenAI GPT (Fast Tier)": { | |
| "n": 757, | |
| "point_pct": 89.82, | |
| "ci95_lo": 87.51, | |
| "ci95_hi": 91.93, | |
| "delta_vs_ref_pct": 2.6, | |
| "delta_ci95_lo": -0.26, | |
| "delta_ci95_hi": 5.47, | |
| "p_value_vs_ref": 6.473227e-07 | |
| }, | |
| "Local 8B Instruct LLM (FP16)": { | |
| "n": 757, | |
| "point_pct": 66.32, | |
| "ci95_lo": 62.34, | |
| "ci95_hi": 70.17, | |
| "delta_vs_ref_pct": 26.1, | |
| "delta_ci95_lo": 21.73, | |
| "delta_ci95_hi": 30.6, | |
| "p_value_vs_ref": 1.035307e-81 | |
| } | |
| } | |
| }, | |
| "panel_2f_swarm_warehouse_10278": { | |
| "panel_name": "chart1_2f_swarm_warehouse_10278", | |
| "n": 10278, | |
| "metric_type": "auroc", | |
| "reference_model": "Armiger Ultra (Fair Hybrid)", | |
| "models": { | |
| "Armiger Ultra (Fair Hybrid)": { | |
| "n": 10278, | |
| "point_pct": 96.83, | |
| "ci95_lo": 96.52, | |
| "ci95_hi": 97.12, | |
| "delta_vs_ref_pct": 0.0, | |
| "delta_ci95_lo": 0.0, | |
| "delta_ci95_hi": 0.0, | |
| "p_value_vs_ref": 1.0 | |
| }, | |
| "Armiger 4-Way Priors": { | |
| "n": 10278, | |
| "point_pct": 86.64, | |
| "ci95_lo": 85.91, | |
| "ci95_hi": 87.36, | |
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| } | |
| }, | |
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| "metric_type": "mean", | |
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| } | |
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| "reference_model": "armiger_ultra_hyb", | |
| "models": { | |
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