BERTrand_x2

damgomz/BERTrand_x2

BERTrand_x2 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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1.8 GB on disk

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.safetensors75.1 MB · 97%

From the Hugging Face model README

Metric	Value
Duration (in seconds)	47077.0361263752
Emissions (Co2eq in kg)	0.0284870557510473
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.5557696538744712
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0490382217767338
Consumed energy (kWh)	0.6048078756512043
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)	0.09062329454327225
Emissions (Co2eq in kg)	0.01843850581616362

19 juin 2024

Epoch	Train Loss	Test Loss	F-beta Score	TN	FP	FN	TP
0	0.000000	0.697500	0.004883	757.000000	5.000000	763.000000	3.000000
1	0.277993	0.215116	0.936614	672.000000	90.000000	39.000000	727.000000
2	0.172936	0.216522	0.935484	676.000000	86.000000	41.000000	725.000000
3	0.124307	0.222397	0.927996	693.000000	69.000000	52.000000	714.000000
4	0.062651	0.255473	0.935808	673.000000	89.000000	40.000000	726.000000
5	0.026753	0.345185	0.920094	691.000000	71.000000	59.000000	707.000000
6	0.015767	0.408288	0.921737	689.000000	73.000000	57.000000	709.000000