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frugal-ai-challenge
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public-leaderboard-text

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username stringclasses 3 values	space_url stringclasses 4 values	submission_timestamp stringclasses 6 values	model_description stringclasses 5 values	accuracy float64 0.12 0.91	energy_consumed_wh float64 0 1.86	emissions_gco2eq float64 0 0.69	emissions_data dict	api_route stringclasses 1 value	dataset_config dict
Oriaz	https://huggingface.co/spaces/Oriaz/submission-template-frugal-ai	2025-01-06T16:33:16.165519	Embedding + Logistic Regression	0.724364	1.857997	0.685851	{ "run_id": "ccbe2387-e097-4677-a6ed-39400a5a1485", "duration": 44.544224079, "emissions": 0.0006858505086018414, "emissions_rate": 0.000015397088437067526, "cpu_power": 105, "gpu_power": 39.415202015964574, "ram_power": 5.74672794342041, "cpu_energy": 0.0012991950741000006, "gpu_energy": 0.00048769677904600016, "ram_energy": 0.00007110498941534462, "energy_consumed": 0.0018579968425613453, "country_name": "United States", "country_iso_code": "USA", "region": "virginia", "cloud_provider": "", "cloud_region": "", "os": "Linux-5.10.230-223.885.amzn2.x86_64-x86_64-with-glibc2.36", "python_version": "3.9.21", "codecarbon_version": "2.8.2", "cpu_count": 4, "cpu_model": "Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz", "gpu_count": 1, "gpu_model": "1 x Tesla T4", "ram_total_size": 15.324607849121094, "tracking_mode": "machine", "on_cloud": "N", "pue": 1 }	/text	{ "dataset_name": "QuotaClimat/frugalaichallenge-text-train", "test_size": 0.2, "test_seed": 42 }
Oriaz	https://huggingface.co/spaces/Oriaz/submission-template-frugal-ai	2025-01-07T17:33:25.876777	Simple BERT classif	0.912223	0.68278	0.252038	{ "run_id": "3f3d2930-356e-4130-8023-ea5ad6b00227", "duration": 15.627143449999494, "emissions": 0.00025203752463818645, "emissions_rate": 0.000016128436716236266, "cpu_power": 105, "gpu_power": 46.551900633117505, "ram_power": 5.746725082397461, "cpu_energy": 0.0004557684610207844, "gpu_energy": 0.00020206793943200463, "ram_energy": 0.00002494347520752396, "energy_consumed": 0.000682779875660313, "country_name": "United States", "country_iso_code": "USA", "region": "virginia", "cloud_provider": "", "cloud_region": "", "os": "Linux-5.10.230-223.885.amzn2.x86_64-x86_64-with-glibc2.36", "python_version": "3.9.21", "codecarbon_version": "2.8.2", "cpu_count": 4, "cpu_model": "Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz", "gpu_count": 1, "gpu_model": "1 x Tesla T4", "ram_total_size": 15.324600219726562, "tracking_mode": "machine", "on_cloud": "N", "pue": 1 }	/text	{ "dataset_name": "QuotaClimat/frugalaichallenge-text-train", "test_size": 0.2, "test_seed": 42 }
TheoLvs	https://huggingface.co/spaces/TheoLvs/api-test	2025-01-06T03:47:05.960059	No description provided	0.125513	0.000291	0.000108	{ "run_id": "346f1734-0e48-4580-890d-26ca6381594e", "duration": 0.005468626000038057, "emissions": 1.075427759119887e-7, "emissions_rate": 0.00001934562180582405, "cpu_power": 150, "gpu_power": 0, "ram_power": 46.42727851867676, "cpu_energy": 2.2726087498388857e-7, "gpu_energy": 0, "ram_energy": 6.407686637332611e-8, "energy_consumed": 2.913377413572146e-7, "country_name": "United States", "country_iso_code": "USA", "region": "virginia", "cloud_provider": "", "cloud_region": "", "os": "Linux-5.10.230-223.885.amzn2.x86_64-x86_64-with-glibc2.36", "python_version": "3.9.21", "codecarbon_version": "2.8.2", "cpu_count": 16, "cpu_model": "Intel(R) Xeon(R) Platinum 8375C CPU @ 2.90GHz", "gpu_count": null, "gpu_model": null, "ram_total_size": 123.80607604980469, "tracking_mode": "machine", "on_cloud": "N", "pue": 1 }	null	{ "dataset_name": "QuotaClimat/frugalaichallenge-text-train", "test_size": 0.2, "test_seed": 42 }
TheoLvs	https://huggingface.co/spaces/TheoLvs/api-test	2025-01-06T05:23:55.671189	Random Baseline	0.11977	0.000601	0.000222	{ "run_id": "b9dffe34-eb0a-42b1-a1a2-62cd1a70cd99", "duration": 0.011197488000107114, "emissions": 2.2196880743239585e-7, "emissions_rate": 0.000019551923854500174, "cpu_power": 150, "gpu_power": 0, "ram_power": 46.42727851867676, "cpu_energy": 4.66463083284907e-7, "gpu_energy": 0, "ram_energy": 1.34859418024078e-7, "energy_consumed": 6.01322501308985e-7, "country_name": "United States", "country_iso_code": "USA", "region": "virginia", "cloud_provider": "", "cloud_region": "", "os": "Linux-5.10.230-223.885.amzn2.x86_64-x86_64-with-glibc2.36", "python_version": "3.9.21", "codecarbon_version": "2.8.2", "cpu_count": 16, "cpu_model": "Intel(R) Xeon(R) Platinum 8375C CPU @ 2.90GHz", "gpu_count": null, "gpu_model": null, "ram_total_size": 123.80607604980469, "tracking_mode": "machine", "on_cloud": "N", "pue": 1 }	/text	{ "dataset_name": "QuotaClimat/frugalaichallenge-text-train", "test_size": 0.2, "test_seed": 42 }
frugal-ai-challenge	https://huggingface.co/spaces/frugal-ai-challenge/submission-portal-text	2025-01-06T03:14:52.790846	Random baseline	0.11895	0.001974	0.000729	{ "run_id": "0b3f2792-0ef6-4d99-978f-aad3b207ba8b", "duration": 0.012979533057659864, "emissions": 7.287954233128924e-7, "emissions_rate": 0.00005257975294033908, "cpu_power": 120, "gpu_power": 0, "ram_power": 420.6772055625916, "cpu_energy": 4.5872926712036134e-7, "gpu_energy": 0, "ram_energy": 0.0000015156070910299718, "energy_consumed": 0.000001974336358150333, "country_name": "United States", "country_iso_code": "USA", "region": "virginia", "cloud_provider": "", "cloud_region": "", "os": "Linux-5.10.228-219.884.amzn2.x86_64-x86_64-with-glibc2.36", "python_version": "3.10.13", "codecarbon_version": "2.8.1", "cpu_count": 96, "cpu_model": "Intel(R) Xeon(R) Platinum 8275CL CPU @ 3.00GHz", "gpu_count": null, "gpu_model": null, "ram_total_size": 1121.8058815002441, "tracking_mode": "machine", "on_cloud": "N", "pue": 1 }	null	null
frugal-ai-challenge	https://huggingface.co/spaces/frugal-ai-challenge/submission-template	2025-01-06T16:50:25.811675	Random Baseline	0.11813	0.001101	0.000406	{ "run_id": "adab02e7-f48b-4dfd-bdaf-463b83e7509c", "duration": 0.011773491998610552, "emissions": 4.062875444159546e-7, "emissions_rate": 0.00001985867523508468, "cpu_power": 150, "gpu_power": 0, "ram_power": 46.42727851867676, "cpu_energy": 8.469098750841415e-7, "gpu_energy": 0, "ram_energy": 2.537395597842943e-7, "energy_consumed": 0.0000011006494348684358, "country_name": "United States", "country_iso_code": "USA", "region": "virginia", "cloud_provider": "", "cloud_region": "", "os": "Linux-5.10.230-223.885.amzn2.x86_64-x86_64-with-glibc2.36", "python_version": "3.9.21", "codecarbon_version": "2.8.2", "cpu_count": 16, "cpu_model": "Intel(R) Xeon(R) Platinum 8375C CPU @ 2.90GHz", "gpu_count": null, "gpu_model": null, "ram_total_size": 123.80607604980469, "tracking_mode": "machine", "on_cloud": "N", "pue": 1 }	/text	{ "dataset_name": "QuotaClimat/frugalaichallenge-text-train", "test_size": 0.2, "test_seed": 42 }

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Frugal AI Challenge Tasks

Find the 3 datasets for the Frugal AI Challenge in this Collection! 🌎 Find all the details of the challenge at https://frugalaichallenge.org/ • 7 items • Updated 1 day ago • 8

Text task

2 items • Updated 1 day ago