BERTrand_base_x1

damgomz/BERTrand_base_x1

BERTrand_base_x1 is a text classification model from damgomz. Use it when you need a label for a piece of text. It is set up for transformers.

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.safetensors46.7 MB · 95%

From the Hugging Face model README

Metric	Value
Duration (in seconds)	51646.0833337307
Emissions (Co2eq in kg)	0.031251852648093
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.609709605205391
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.053797595238189
Consumed energy (kWh)	0.6635072004435796
Country name	Switzerland
Cloud provider	nan
Cloud region	nan
CPU count	2
CPU model	Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz
GPU count	nan
GPU model	nan

Metric	Value
CPU energy (kWh)	0.09941871041743158
Emissions (Co2eq in kg)	0.020228049305711187

19 juin 2024

Epoch	Train Loss	Test Loss	F-beta Score	TN	FP	FN	TP
0	0.000000	0.699795	0.022603	743.000000	19.000000	752.000000	14.000000
1	0.283572	0.205028	0.935317	684.000000	78.000000	43.000000	723.000000
2	0.176116	0.198808	0.938067	691.000000	71.000000	42.000000	724.000000
3	0.124845	0.212899	0.926455	691.000000	71.000000	53.000000	713.000000
4	0.074272	0.231467	0.939034	682.000000	80.000000	39.000000	727.000000
5	0.039464	0.261678	0.923177	695.000000	67.000000	57.000000	709.000000
6	0.019379	0.288131	0.929720	687.000000	75.000000	49.000000	717.000000