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core-img-cls-csgo-skin/meta.json

@@ -0,0 +1,37 @@
+{
+  "dataset": "MUL_IMAGE_CSGO_SKIN_PRICE",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 956,
+  "n_inputs": 956,
+  "n_columns": 5,
+  "features": [
+    "Skin Name"
+  ],
+  "load_seconds": 15.28156844199998,
+  "encode_seconds": {
+    "Skin Name": 1.9725666880000006
+  },
+  "total_seconds": 17.25413512999998,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 22:19:56",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649139404297,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-img-cls-flower-bouquets/meta.json

@@ -0,0 +1,37 @@
+{
+  "dataset": "MUL_IMAGE_FLOWER_BOUQUETS",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 600,
+  "n_inputs": 581,
+  "n_columns": 5,
+  "features": [
+    "description"
+  ],
+  "load_seconds": 15.284381257999996,
+  "encode_seconds": {
+    "description": 2.114929941000014
+  },
+  "total_seconds": 17.39931119900001,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 22:19:56",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.0364875793457,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-img-cls-hubmap-hpa/meta.json

@@ -0,0 +1,37 @@
+{
+  "dataset": "MUL_IMAGE_HUBMAP_HPA",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 12581,
+  "n_inputs": 4872,
+  "n_columns": 7,
+  "features": [
+    "rle"
+  ],
+  "load_seconds": 15.155904052000011,
+  "encode_seconds": {
+    "rle": 40.861176271999994
+  },
+  "total_seconds": 56.017080324000005,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 22:20:35",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.0364875793457,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-img-cls-petfinder/meta.json

@@ -0,0 +1,43 @@
+{
+  "dataset": "MUL_IMAGE_PETFINDER",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 14652,
+  "n_inputs": 22937,
+  "n_columns": 22,
+  "features": [
+    "Breed1",
+    "Breed2",
+    "Description",
+    "Name"
+  ],
+  "load_seconds": 15.25278343700002,
+  "encode_seconds": {
+    "Breed1": 1.6309009820000142,
+    "Breed2": 0.12287838500000703,
+    "Description": 79.732069333,
+    "Name": 4.32855510600001
+  },
+  "total_seconds": 101.06718724300005,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 22:21:20",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.0364875793457,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-img-reg-amazon-packages/meta.json

@@ -0,0 +1,37 @@
+{
+  "dataset": "REG_IMAGE_AMAZON_PACKAGES",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 46398,
+  "n_inputs": 45411,
+  "n_columns": 3,
+  "features": [
+    "product descriptions"
+  ],
+  "load_seconds": 14.114045096000012,
+  "encode_seconds": {
+    "product descriptions": 130.44521988000002
+  },
+  "total_seconds": 144.55926497600004,
+  "git": "f7e4797",
+  "timestamp": "2026-10-25 06:58:41",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649520874023,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-img-reg-hnm-fashion/meta.json

@@ -0,0 +1,43 @@
+{
+  "dataset": "REG_IMAGE_HNM_FASHION",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 104072,
+  "n_inputs": 88632,
+  "n_columns": 14,
+  "features": [
+    "department_name",
+    "detail_desc",
+    "prod_name",
+    "product_type_name"
+  ],
+  "load_seconds": 13.996058697999999,
+  "encode_seconds": {
+    "department_name": 1.4264750750000132,
+    "detail_desc": 67.778684091,
+    "prod_name": 23.30975130799999,
+    "product_type_name": 0.07311157099999832
+  },
+  "total_seconds": 106.584080743,
+  "git": "f7e4797",
+  "timestamp": "2026-10-25 06:58:03",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649139404297,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-img-reg-khaadi-clothes/meta.json

@@ -0,0 +1,37 @@
+{
+  "dataset": "REG_IMAGE_KHAADI_CLOTHES",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 400,
+  "n_inputs": 128,
+  "n_columns": 4,
+  "features": [
+    "Product Description"
+  ],
+  "load_seconds": 10.837719210999921,
+  "encode_seconds": {
+    "Product Description": 1.364844760999972
+  },
+  "total_seconds": 12.202563971999894,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 22:34:18",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649520874023,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-img-reg-letterboxd-movies/meta.json

@@ -0,0 +1,41 @@
+{
+  "dataset": "REG_IMAGE_LETTERBOXD_MOVIES",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 12564,
+  "n_inputs": 18554,
+  "n_columns": 27,
+  "features": [
+    "name",
+    "tagline",
+    "themes"
+  ],
+  "load_seconds": 9.338579183000007,
+  "encode_seconds": {
+    "name": 7.750989865999998,
+    "tagline": 2.9634732970000073,
+    "themes": 1.9094493430000057
+  },
+  "total_seconds": 21.962491689000018,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 22:34:55",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.0364875793457,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-img-reg-painting-price/meta.json

@@ -0,0 +1,39 @@
+{
+  "dataset": "REG_IMAGE_PAINTING_PRICE",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 12369,
+  "n_inputs": 4126,
+  "n_columns": 248,
+  "features": [
+    "material",
+    "styles"
+  ],
+  "load_seconds": 7.775837773999996,
+  "encode_seconds": {
+    "material": 1.251670720000007,
+    "styles": 2.3424427879999996
+  },
+  "total_seconds": 11.369951282000002,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 22:41:17",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.0364875793457,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-text-cls-data-scientist-salary/meta.json

@@ -0,0 +1,45 @@
+{
+  "dataset": "MUL_TEXT_DATA_SCIENTIST_SALARY",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 15841,
+  "n_inputs": 30596,
+  "n_columns": 6,
+  "features": [
+    "experience",
+    "job_description",
+    "job_desig",
+    "key_skills",
+    "location"
+  ],
+  "load_seconds": 7.3395898320000015,
+  "encode_seconds": {
+    "experience": 1.0876587699999902,
+    "job_description": 6.705169388000002,
+    "job_desig": 6.405452747999988,
+    "key_skills": 9.091421249999996,
+    "location": 1.104628704000021
+  },
+  "total_seconds": 31.733920691999998,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 22:42:47",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.0364875793457,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-text-cls-fake-job-posting/meta.json

@@ -0,0 +1,41 @@
+{
+  "dataset": "BIN_TEXT_FAKE_JOB_POSTING",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 12725,
+  "n_inputs": 21961,
+  "n_columns": 5,
+  "features": [
+    "description",
+    "salary_range",
+    "title"
+  ],
+  "load_seconds": 8.942602181000012,
+  "encode_seconds": {
+    "description": 94.857774382,
+    "salary_range": 0.3460870570000054,
+    "title": 5.282444169999991
+  },
+  "total_seconds": 109.42890779000001,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 22:43:38",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649520874023,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-text-cls-jigsaw-toxicity/meta.json

@@ -0,0 +1,37 @@
+{
+  "dataset": "BIN_TEXT_JIGSAW_TOXICITY",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 100000,
+  "n_inputs": 99662,
+  "n_columns": 31,
+  "features": [
+    "comment_text"
+  ],
+  "load_seconds": 7.306463394000005,
+  "encode_seconds": {
+    "comment_text": 364.22361679200003
+  },
+  "total_seconds": 371.530080186,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 22:48:27",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03648376464844,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-text-cls-product-sentiment/meta.json

@@ -0,0 +1,37 @@
+{
+  "dataset": "MUL_TEXT_PRODUCT_SENTIMENT",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 5091,
+  "n_inputs": 5084,
+  "n_columns": 2,
+  "features": [
+    "Product_Description"
+  ],
+  "load_seconds": 9.957607457999998,
+  "encode_seconds": {
+    "Product_Description": 6.362213029000003
+  },
+  "total_seconds": 16.319820487,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 22:37:52",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03647994995117,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-text-cls-spotify-genres/meta.json

@@ -0,0 +1,41 @@
+{
+  "dataset": "MUL_TEXT_SPOTIFY_GENRES",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 114000,
+  "n_inputs": 151637,
+  "n_columns": 18,
+  "features": [
+    "album_name",
+    "artists",
+    "track_name"
+  ],
+  "load_seconds": 7.9566732960000195,
+  "encode_seconds": {
+    "album_name": 29.86549883400002,
+    "artists": 20.409682126000007,
+    "track_name": 44.897092017000006
+  },
+  "total_seconds": 103.12894627300005,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 22:44:37",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.0364990234375,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-text-cls-us-accidents/meta.json

@@ -0,0 +1,47 @@
+{
+  "dataset": "MUL_TEXT_US_ACCIDENTS",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 100001,
+  "n_inputs": 170394,
+  "n_columns": 44,
+  "features": [
+    "Airport_Code",
+    "City",
+    "County",
+    "Description",
+    "Street",
+    "Zipcode"
+  ],
+  "load_seconds": 12.278521734999998,
+  "encode_seconds": {
+    "Airport_Code": 2.261444114999989,
+    "City": 2.478921576999994,
+    "County": 0.5059789420000129,
+    "Description": 92.410109216,
+    "Street": 13.603386767000018,
+    "Zipcode": 15.733161193
+  },
+  "total_seconds": 139.271523545,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 22:47:15",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649139404297,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-text-cls-wine-review/meta.json

@@ -0,0 +1,39 @@
+{
+  "dataset": "MUL_TEXT_WINE_REVIEW",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 84123,
+  "n_inputs": 79357,
+  "n_columns": 5,
+  "features": [
+    "description",
+    "province"
+  ],
+  "load_seconds": 9.188729045999992,
+  "encode_seconds": {
+    "description": 144.99186469600002,
+    "province": 0.2177506440000343
+  },
+  "total_seconds": 154.39834438600005,
+  "git": "f7e4797",
+  "timestamp": "2026-10-25 01:22:09",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03648376464844,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-text-reg-babies-prices/meta.json

@@ -0,0 +1,43 @@
+{
+  "dataset": "REG_TEXT_BABIES_PRICES",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 5085,
+  "n_inputs": 5519,
+  "n_columns": 12,
+  "features": [
+    "colors",
+    "company_free",
+    "company_struct",
+    "title"
+  ],
+  "load_seconds": 12.758345343999963,
+  "encode_seconds": {
+    "colors": 1.5189367190000667,
+    "company_free": 0.0931362659999877,
+    "company_struct": 0.18897644100002253,
+    "title": 3.0771332949999533
+  },
+  "total_seconds": 17.636528064999993,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 22:54:35",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.0364875793457,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-text-reg-book-price/meta.json

@@ -0,0 +1,45 @@
+{
+  "dataset": "REG_TEXT_BOOK_PRICE",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 4989,
+  "n_inputs": 15486,
+  "n_columns": 8,
+  "features": [
+    "Author",
+    "Edition",
+    "Genre",
+    "Synopsis",
+    "Title"
+  ],
+  "load_seconds": 7.538636377999978,
+  "encode_seconds": {
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+    "Edition": 1.3021982100000287,
+    "Genre": 0.16030030100000658,
+    "Synopsis": 33.72731159999995,
+    "Title": 3.25105113799998
+  },
+  "total_seconds": 48.786321413999985,
+  "git": "f7e4797",
+  "timestamp": "2026-10-25 01:16:09",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649139404297,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-text-reg-book-readability/meta.json

@@ -0,0 +1,47 @@
+{
+  "dataset": "REG_TEXT_BOOK_READABILITY",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 4724,
+  "n_inputs": 16020,
+  "n_columns": 30,
+  "features": [
+    "Anthology",
+    "Author",
+    "British Words",
+    "Excerpt",
+    "Title",
+    "URL"
+  ],
+  "load_seconds": 9.606594019,
+  "encode_seconds": {
+    "Anthology": 1.4639987390000044,
+    "Author": 1.601235846999998,
+    "British Words": 0.13453114399999322,
+    "Excerpt": 22.610534976999986,
+    "Title": 2.610009326000011,
+    "URL": 3.2821797720000063
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+  "total_seconds": 41.309083824,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 22:41:45",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649520874023,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-text-reg-montgomery-salaries/meta.json

@@ -0,0 +1,41 @@
+{
+  "dataset": "REG_TEXT_MONTGOMERY_SALARIES",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 9228,
+  "n_inputs": 10301,
+  "n_columns": 11,
+  "features": [
+    "division",
+    "employee_position_title",
+    "full_name"
+  ],
+  "load_seconds": 9.538716829999998,
+  "encode_seconds": {
+    "division": 1.5000631949999956,
+    "employee_position_title": 0.25645599899996796,
+    "full_name": 4.727664451999999
+  },
+  "total_seconds": 16.02290047599996,
+  "git": "f7e4797",
+  "timestamp": "2026-10-25 01:15:34",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.0364875793457,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-text-reg-rotten-tomatoes/meta.json

@@ -0,0 +1,61 @@
+{
+  "dataset": "REG_TEXT_ROTTEN_TOMATOES",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 7158,
+  "n_inputs": 58307,
+  "n_columns": 15,
+  "features": [
+    "Actors",
+    "Cast",
+    "Country",
+    "Creator",
+    "Description",
+    "Director",
+    "Filming Locations",
+    "Genre",
+    "Language",
+    "Name",
+    "RatingCount",
+    "Release Date",
+    "ReviewCount"
+  ],
+  "load_seconds": 8.488763393,
+  "encode_seconds": {
+    "Actors": 5.394001456000012,
+    "Cast": 11.036718021999974,
+    "Country": 0.31566875199999345,
+    "Creator": 3.099287027999992,
+    "Description": 7.968743048999983,
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+    "Filming Locations": 2.0824910359999933,
+    "Genre": 0.2718334229999755,
+    "Language": 0.2970981320000021,
+    "Name": 3.317417500000005,
+    "RatingCount": 2.517454659000009,
+    "Release Date": 2.0396489270000018,
+    "ReviewCount": 2.4145805940000002
+  },
+  "total_seconds": 50.92213426199996,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 22:57:50",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649139404297,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-text-reg-scimagojr-impact/meta.json

@@ -0,0 +1,55 @@
+{
+  "dataset": "REG_TEXT_SCIMAGOJR_IMPACT",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 31136,
+  "n_inputs": 108151,
+  "n_columns": 22,
+  "features": [
+    "Areas",
+    "Categories",
+    "Citations / Doc  (2years)",
+    "Country",
+    "Coverage",
+    "Issn",
+    "Publisher",
+    "Ref  / Doc ",
+    "SJR",
+    "Title"
+  ],
+  "load_seconds": 10.10115904600002,
+  "encode_seconds": {
+    "Areas": 2.357736251999995,
+    "Categories": 20.907125398000062,
+    "Citations / Doc  (2years)": 0.6463742909999155,
+    "Country": 0.05111435899993921,
+    "Coverage": 4.652106397000011,
+    "Issn": 16.85396688000003,
+    "Publisher": 5.278887905999909,
+    "Ref  / Doc ": 3.5736559530000704,
+    "SJR": 1.265595122000036,
+    "Title": 18.50849249600003
+  },
+  "total_seconds": 84.19621410000002,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:04:23",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03648376464844,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-text-reg-vancouver-salaries/meta.json

@@ -0,0 +1,39 @@
+{
+  "dataset": "REG_TEXT_VANCOUVER_SALARIES",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 44574,
+  "n_inputs": 11426,
+  "n_columns": 5,
+  "features": [
+    "name",
+    "title"
+  ],
+  "load_seconds": 8.712354665999996,
+  "encode_seconds": {
+    "name": 4.606238499,
+    "title": 1.4725492999999972
+  },
+  "total_seconds": 14.791142464999993,
+  "git": "f7e4797",
+  "timestamp": "2026-10-25 01:20:42",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03650283813477,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-text-reg-video-games-sales/meta.json

@@ -0,0 +1,39 @@
+{
+  "dataset": "REG_TEXT_VIDEO_GAMES_SALES",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 16598,
+  "n_inputs": 12072,
+  "n_columns": 5,
+  "features": [
+    "Name",
+    "Publisher"
+  ],
+  "load_seconds": 9.381234022000001,
+  "encode_seconds": {
+    "Name": 8.063825789000006,
+    "Publisher": 0.29431531900000607
+  },
+  "total_seconds": 17.739375130000013,
+  "git": "f7e4797",
+  "timestamp": "2026-10-25 01:20:44",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03648376464844,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

core-text-reg-zomato-restaurants/meta.json

@@ -0,0 +1,49 @@
+{
+  "dataset": "REG_TEXT_ZOMATO_RESTAURANTS",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 41665,
+  "n_inputs": 64855,
+  "n_columns": 15,
+  "features": [
+    "address",
+    "cuisines",
+    "dish_liked",
+    "menu_item",
+    "name",
+    "phone",
+    "reviews_list"
+  ],
+  "load_seconds": 9.725172025999996,
+  "encode_seconds": {
+    "address": 8.812577008999995,
+    "cuisines": 1.437131417000046,
+    "dish_liked": 4.675500951000004,
+    "menu_item": 66.05581686700003,
+    "name": 3.2553784930000234,
+    "phone": 7.225347344999989,
+    "reviews_list": 225.54709539799995
+  },
+  "total_seconds": 326.73401950600004,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:21:29",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.0364875793457,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-img-cls-hearthstone-class/meta.json

@@ -0,0 +1,43 @@
+{
+  "dataset": "MUL_IMAGE_HEARTHSTONE_CLASS",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 4281,
+  "n_inputs": 7674,
+  "n_columns": 16,
+  "features": [
+    "artist",
+    "mechanics",
+    "name",
+    "text"
+  ],
+  "load_seconds": 10.620957142999998,
+  "encode_seconds": {
+    "artist": 1.371365618000027,
+    "mechanics": 0.2136783459999947,
+    "name": 1.62943494000001,
+    "text": 3.5762972789999594
+  },
+  "total_seconds": 17.41173332599999,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:40:01",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649520874023,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-img-cls-pokemon-height/meta.json

@@ -0,0 +1,43 @@
+{
+  "dataset": "MUL_IMAGE_POKEMON_HEIGHT",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 1077,
+  "n_inputs": 2629,
+  "n_columns": 32,
+  "features": [
+    "Abilities",
+    "Pokemon",
+    "Species",
+    "Type"
+  ],
+  "load_seconds": 10.897914362999984,
+  "encode_seconds": {
+    "Abilities": 1.6925361810000368,
+    "Pokemon": 0.4500045929999601,
+    "Species": 0.2789187739999761,
+    "Type": 0.08019283099997665
+  },
+  "total_seconds": 13.399566741999934,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:39:56",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649520874023,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-img-reg-airbnb-nyc/meta.json

@@ -0,0 +1,41 @@
+{
+  "dataset": "REG_IMAGE_AIRBNB_NYC",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 16780,
+  "n_inputs": 1835,
+  "n_columns": 50,
+  "features": [
+    "host_location",
+    "host_neighbourhood",
+    "neighbourhood_cleansed"
+  ],
+  "load_seconds": 7.649987526999993,
+  "encode_seconds": {
+    "host_location": 1.8535227560000038,
+    "host_neighbourhood": 0.18937443099997608,
+    "neighbourhood_cleansed": 0.14516353000001914
+  },
+  "total_seconds": 9.838048243999992,
+  "git": "f7e4797",
+  "timestamp": "2026-10-25 01:36:19",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.0364875793457,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-img-reg-flipkart-ratio/meta.json

@@ -0,0 +1,39 @@
+{
+  "dataset": "REG_IMAGE_FLIPKART_RATIO",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 60900,
+  "n_inputs": 22719,
+  "n_columns": 4,
+  "features": [
+    "brand",
+    "title"
+  ],
+  "load_seconds": 9.553942312000004,
+  "encode_seconds": {
+    "brand": 4.315735399000005,
+    "title": 9.508787986000016
+  },
+  "total_seconds": 23.378465697000024,
+  "git": "f7e4797",
+  "timestamp": "2026-10-25 01:35:08",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03648376464844,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-img-reg-goias-houses/meta.json

@@ -0,0 +1,37 @@
+{
+  "dataset": "REG_IMAGE_GOIAS_HOUSES",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 9830,
+  "n_inputs": 185,
+  "n_columns": 75,
+  "features": [
+    "neighbourhood"
+  ],
+  "load_seconds": 7.875640710000013,
+  "encode_seconds": {
+    "neighbourhood": 1.2820136169999898
+  },
+  "total_seconds": 9.157654327000003,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:42:31",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03648376464844,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-img-reg-kamernet-size/meta.json

@@ -0,0 +1,43 @@
+{
+  "dataset": "REG_IMAGE_KAMERNET_SIZE",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 1638,
+  "n_inputs": 834,
+  "n_columns": 25,
+  "features": [
+    "additionals",
+    "age_range",
+    "city",
+    "to_date"
+  ],
+  "load_seconds": 8.347363647999998,
+  "encode_seconds": {
+    "additionals": 1.6098255630000011,
+    "age_range": 0.10865076999999701,
+    "city": 0.0805072410000065,
+    "to_date": 0.08744546499998762
+  },
+  "total_seconds": 10.23379268699999,
+  "git": "f7e4797",
+  "timestamp": "2026-10-25 01:35:50",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.0364875793457,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-img-reg-sao-paulo-houses/meta.json

@@ -0,0 +1,37 @@
+{
+  "dataset": "REG_IMAGE_SAO_PAULO_HOUSES",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 23432,
+  "n_inputs": 912,
+  "n_columns": 30,
+  "features": [
+    "neighbourhood"
+  ],
+  "load_seconds": 7.690007352999999,
+  "encode_seconds": {
+    "neighbourhood": 1.561252923000012
+  },
+  "total_seconds": 9.25126027600001,
+  "git": "f7e4797",
+  "timestamp": "2026-10-25 01:35:17",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649139404297,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-img-reg-socal-houses/meta.json

@@ -0,0 +1,39 @@
+{
+  "dataset": "REG_IMAGE_SOCAL_HOUSES",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 15474,
+  "n_inputs": 12816,
+  "n_columns": 7,
+  "features": [
+    "citi",
+    "street"
+  ],
+  "load_seconds": 10.559468375999984,
+  "encode_seconds": {
+    "citi": 1.3674265650000166,
+    "street": 5.367257139000003
+  },
+  "total_seconds": 17.294152080000003,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:40:01",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649139404297,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-img-reg-tokopedia-weight/meta.json

@@ -0,0 +1,39 @@
+{
+  "dataset": "REG_IMAGE_TOKOPEDIA_WEIGHT",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 1197,
+  "n_inputs": 1132,
+  "n_columns": 16,
+  "features": [
+    "category_name",
+    "shop_name"
+  ],
+  "load_seconds": 6.94706936099999,
+  "encode_seconds": {
+    "category_name": 1.2856790619999856,
+    "shop_name": 0.348648183000023
+  },
+  "total_seconds": 8.581396605999998,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:43:06",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.0364875793457,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-img-reg-watch-tier/meta.json

@@ -0,0 +1,37 @@
+{
+  "dataset": "REG_IMAGE_WATCH_TIER",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 1260,
+  "n_inputs": 1252,
+  "n_columns": 3,
+  "features": [
+    "name"
+  ],
+  "load_seconds": 9.082024230000002,
+  "encode_seconds": {
+    "name": 1.9108029639999984
+  },
+  "total_seconds": 10.992827194,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:41:59",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649139404297,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-img-reg-zepto-price/meta.json

@@ -0,0 +1,39 @@
+{
+  "dataset": "REG_IMAGE_ZEPTO_PRICE",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 13345,
+  "n_inputs": 1651,
+  "n_columns": 8,
+  "features": [
+    "Quantity",
+    "Sub-Category"
+  ],
+  "load_seconds": 6.952849506999996,
+  "encode_seconds": {
+    "Quantity": 1.6818418240000028,
+    "Sub-Category": 0.0975299079999985
+  },
+  "total_seconds": 8.732221238999998,
+  "git": "f7e4797",
+  "timestamp": "2026-10-25 01:36:14",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649520874023,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-text-cls-american-eagle-prices/meta.json

@@ -0,0 +1,45 @@
+{
+  "dataset": "MUL_TEXT_AMERICAN_EAGLE_PRICES",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 22662,
+  "n_inputs": 3569,
+  "n_columns": 13,
+  "features": [
+    "available_size",
+    "description",
+    "pdp_url",
+    "product_name",
+    "style_attributes"
+  ],
+  "load_seconds": 14.099414975000002,
+  "encode_seconds": {
+    "available_size": 2.3303154750000203,
+    "description": 2.1512954160000106,
+    "pdp_url": 2.8995709329999784,
+    "product_name": 0.0783242980000125,
+    "style_attributes": 0.6205367119999892
+  },
+  "total_seconds": 22.179457809000013,
+  "git": "f7e4797",
+  "timestamp": "2026-10-25 06:56:38",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649520874023,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-text-cls-books-goodreads/meta.json

@@ -0,0 +1,53 @@
+{
+  "dataset": "MUL_TEXT_BOOKS_GOODREADS",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 3967,
+  "n_inputs": 18308,
+  "n_columns": 14,
+  "features": [
+    "Description",
+    "FirstAuthor",
+    "ISBN",
+    "ISBN13",
+    "NumberofReviews",
+    "Publisher",
+    "SecondAuthor",
+    "ThirdAuthor",
+    "Title"
+  ],
+  "load_seconds": 10.682646798999997,
+  "encode_seconds": {
+    "Description": 20.828101422000017,
+    "FirstAuthor": 1.5513461170000085,
+    "ISBN": 1.3675148829999841,
+    "ISBN13": 1.3357006360000128,
+    "NumberofReviews": 0.08284678100000065,
+    "Publisher": 0.7650505050000049,
+    "SecondAuthor": 0.3897135819999846,
+    "ThirdAuthor": 0.0931613539999887,
+    "Title": 2.230676011000014
+  },
+  "total_seconds": 39.32675809000001,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:19:08",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649520874023,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-text-cls-box-office/meta.json

@@ -0,0 +1,53 @@
+{
+  "dataset": "MUL_TEXT_BOX_OFFICE",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 7408,
+  "n_inputs": 36049,
+  "n_columns": 19,
+  "features": [
+    "collection",
+    "genres",
+    "original_title",
+    "overview",
+    "production_companies",
+    "production_countries",
+    "spoken_languages",
+    "tagline",
+    "title"
+  ],
+  "load_seconds": 9.884657008000005,
+  "encode_seconds": {
+    "collection": 1.694210548000001,
+    "genres": 0.4161251269999866,
+    "original_title": 3.9319311619999837,
+    "overview": 22.061365325999986,
+    "production_companies": 6.603826308999999,
+    "production_countries": 0.3283606729999917,
+    "spoken_languages": 0.48429733000000397,
+    "tagline": 4.489278523999985,
+    "title": 3.391966574999998
+  },
+  "total_seconds": 53.28601858199994,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:06:58",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03648376464844,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-text-cls-korean-drama/meta.json

@@ -0,0 +1,47 @@
+{
+  "dataset": "MUL_TEXT_KOREAN_DRAMA",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 1647,
+  "n_inputs": 7502,
+  "n_columns": 9,
+  "features": [
+    "Genre",
+    "Main Cast",
+    "Name",
+    "Network",
+    "Sinopsis",
+    "Tags"
+  ],
+  "load_seconds": 11.74201082799999,
+  "encode_seconds": {
+    "Genre": 1.8082113410000034,
+    "Main Cast": 1.4076838540000267,
+    "Name": 0.7461270619999709,
+    "Network": 0.2431753669999921,
+    "Sinopsis": 12.479112326000006,
+    "Tags": 1.6646482930000275
+  },
+  "total_seconds": 30.090969071000018,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:16:29",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.0364875793457,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-text-cls-melbourne-airbnb/meta.json

@@ -0,0 +1,75 @@
+{
+  "dataset": "MUL_TEXT_MELBOURNE_AIRBNB",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 18316,
+  "n_inputs": 152522,
+  "n_columns": 88,
+  "features": [
+    "access",
+    "amenities",
+    "description",
+    "host_about",
+    "host_location",
+    "host_name",
+    "host_neighborhood",
+    "host_verifications",
+    "house_rules",
+    "interaction",
+    "name",
+    "neighborhood_overview",
+    "notes",
+    "smart_location",
+    "space",
+    "street",
+    "suburb",
+    "summary",
+    "transit",
+    "zipcode"
+  ],
+  "load_seconds": 8.120880229999997,
+  "encode_seconds": {
+    "access": 34.84451251499999,
+    "amenities": 84.487875476,
+    "description": 85.60905074099998,
+    "host_about": 32.16499298000002,
+    "host_location": 0.6108247460000484,
+    "host_name": 2.2816897380000114,
+    "host_neighborhood": 0.06370037599998568,
+    "host_verifications": 0.46274627899998677,
+    "house_rules": 34.438558193000006,
+    "interaction": 24.83613543299998,
+    "name": 11.344558231999997,
+    "neighborhood_overview": 36.84181823900002,
+    "notes": 29.04363629200003,
+    "smart_location": 0.278518814999984,
+    "space": 50.77022980600003,
+    "street": 0.31844808799996827,
+    "suburb": 0.22694692499999292,
+    "summary": 48.77767023699994,
+    "transit": 37.101984813999934,
+    "zipcode": 0.10858222599995315
+  },
+  "total_seconds": 522.7333603809999,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:40:10",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649139404297,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-text-cls-osha-injury/meta.json

@@ -0,0 +1,41 @@
+{
+  "dataset": "BIN_TEXT_OSHA_INJURY",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 4847,
+  "n_inputs": 13576,
+  "n_columns": 16,
+  "features": [
+    "Abstract Text",
+    "Event Description",
+    "Event Keywords"
+  ],
+  "load_seconds": 11.337988407000012,
+  "encode_seconds": {
+    "Abstract Text": 24.052489718000004,
+    "Event Description": 2.4937845869999933,
+    "Event Keywords": 3.4519024429999945
+  },
+  "total_seconds": 41.336165155,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:16:41",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649520874023,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-text-reg-airbnb-seattle/meta.json

@@ -0,0 +1,63 @@
+{
+  "dataset": "REG_TEXT_AIRBNB_SEATTLE",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 3818,
+  "n_inputs": 29760,
+  "n_columns": 65,
+  "features": [
+    "amenities",
+    "description",
+    "host_about",
+    "host_location",
+    "host_name",
+    "host_neighbourhood",
+    "host_verifications",
+    "name",
+    "neighborhood_overview",
+    "notes",
+    "space",
+    "street",
+    "summary",
+    "transit"
+  ],
+  "load_seconds": 6.983968020999953,
+  "encode_seconds": {
+    "amenities": 7.314530077999962,
+    "description": 14.58706485800002,
+    "host_about": 11.282713658000034,
+    "host_location": 0.08347385600001189,
+    "host_name": 0.6171624930000235,
+    "host_neighbourhood": 0.13300734099999545,
+    "host_verifications": 0.10817532199996549,
+    "name": 1.9915929400000323,
+    "neighborhood_overview": 9.514348936000033,
+    "notes": 7.109138449999989,
+    "space": 11.880853408000007,
+    "street": 0.8579371679999781,
+    "summary": 6.0929607550000355,
+    "transit": 9.31294538100002
+  },
+  "total_seconds": 87.86987266500006,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:29:44",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.0364875793457,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-text-reg-anime-planet/meta.json

@@ -0,0 +1,49 @@
+{
+  "dataset": "REG_TEXT_ANIME_PLANET",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 14391,
+  "n_inputs": 40321,
+  "n_columns": 14,
+  "features": [
+    "Alternative Name",
+    "Content Warning",
+    "Name",
+    "Season",
+    "Studios",
+    "Synopsis",
+    "Tags"
+  ],
+  "load_seconds": 7.727662855999995,
+  "encode_seconds": {
+    "Alternative Name": 5.847568848000009,
+    "Content Warning": 0.13688462699998638,
+    "Name": 9.018123915000004,
+    "Season": 0.09125654900000768,
+    "Studios": 0.5554764809999995,
+    "Synopsis": 28.288659385000017,
+    "Tags": 8.935297227999996
+  },
+  "total_seconds": 60.600929889000014,
+  "git": "f7e4797",
+  "timestamp": "2026-10-25 01:21:30",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649139404297,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-text-reg-chocolate-bar-ratings/meta.json

@@ -0,0 +1,41 @@
+{
+  "dataset": "REG_TEXT_CHOCOLATE_BAR_RATINGS",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 1795,
+  "n_inputs": 1556,
+  "n_columns": 8,
+  "features": [
+    "Broad Bean Origin",
+    "Company  (Maker if known)",
+    "Specific Bean Origin or Bar Name"
+  ],
+  "load_seconds": 11.749191901000017,
+  "encode_seconds": {
+    "Broad Bean Origin": 1.617215141000031,
+    "Company  (Maker if known)": 0.2445872309999686,
+    "Specific Bean Origin or Bar Name": 0.630231216000027
+  },
+  "total_seconds": 14.241225489000044,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:16:14",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.0364875793457,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-text-reg-fifa22-wages/meta.json

@@ -0,0 +1,37 @@
+{
+  "dataset": "REG_TEXT_FIFA22_WAGES",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 19178,
+  "n_inputs": 163,
+  "n_columns": 28,
+  "features": [
+    "nationality_name"
+  ],
+  "load_seconds": 7.957792565999995,
+  "encode_seconds": {
+    "nationality_name": 1.2106379959999884
+  },
+  "total_seconds": 9.168430561999983,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:32:31",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649139404297,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-text-reg-ramen-ratings/meta.json

@@ -0,0 +1,39 @@
+{
+  "dataset": "REG_TEXT_RAMEN_RATINGS",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 4105,
+  "n_inputs": 4428,
+  "n_columns": 4,
+  "features": [
+    "Brand",
+    "Variety"
+  ],
+  "load_seconds": 6.903530439999997,
+  "encode_seconds": {
+    "Brand": 1.3678977160000159,
+    "Variety": 2.1264141249999966
+  },
+  "total_seconds": 10.39784228100001,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:28:27",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03648376464844,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-text-reg-used-car-saudi/meta.json

@@ -0,0 +1,37 @@
+{
+  "dataset": "REG_TEXT_USED_CAR_SAUDI",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 8035,
+  "n_inputs": 381,
+  "n_columns": 12,
+  "features": [
+    "Type"
+  ],
+  "load_seconds": 7.445548632000012,
+  "encode_seconds": {
+    "Type": 1.2597948509999952
+  },
+  "total_seconds": 8.705343483000007,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:32:26",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.0364875793457,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-text-reg-wine-polish-market/meta.json

@@ -0,0 +1,45 @@
+{
+  "dataset": "REG_TEXT_WINE_POLISH_MARKET",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 2247,
+  "n_inputs": 3648,
+  "n_columns": 18,
+  "features": [
+    "appellation",
+    "grapes",
+    "name",
+    "region",
+    "vineyard"
+  ],
+  "load_seconds": 6.892611748000036,
+  "encode_seconds": {
+    "appellation": 1.201048189000005,
+    "grapes": 0.46484883299996227,
+    "name": 1.3746415970000498,
+    "region": 0.1053061079999793,
+    "vineyard": 0.13230974399999695
+  },
+  "total_seconds": 10.17076621900003,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:28:24",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649520874023,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}

extended-text-reg-wine-vivino-spain/meta.json

@@ -0,0 +1,39 @@
+{
+  "dataset": "REG_TEXT_WINE_VIVINO_SPAIN",
+  "encoder": "e5-large",
+  "model": "intfloat/e5-large-v2",
+  "n_rows": 8650,
+  "n_inputs": 2510,
+  "n_columns": 7,
+  "features": [
+    "Wine",
+    "Winery"
+  ],
+  "load_seconds": 8.971692972,
+  "encode_seconds": {
+    "Wine": 2.1553263750000156,
+    "Winery": 0.408199752999991
+  },
+  "total_seconds": 11.535219100000006,
+  "git": "f7e4797",
+  "timestamp": "2026-10-24 23:30:59",
+  "gpu_type": "NVIDIA H100 80GB HBM3",
+  "gpu_total_memory_gb": 79.1787109375,
+  "use_gpu": true,
+  "cpu_cores": 8,
+  "system_ram_gb": 230.03649520874023,
+  "cpu_name": "Intel(R) Xeon(R) Platinum 8481C CPU @ 2.70GHz",
+  "visible_cpus": 8,
+  "ram_limit_gb": 64.0,
+  "expected_hardware": {
+    "gpu_prefix": "NVIDIA A100",
+    "cpu_prefix": null,
+    "cpus": 6,
+    "ram_gb": 32
+  },
+  "official_hardware_mismatches": [
+    "GPU is NVIDIA H100 80GB HBM3, not NVIDIA A100",
+    "8 CPUs are available, not 6",
+    "RAM is limited to 64.0 GB, not 32 GB"
+  ]
+}