BERTrand_x4

damgomz/BERTrand_x4

BERTrand_x4 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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.safetensors132 MB · 98%

From the Hugging Face model README

Metric	Value
Duration (in seconds)	54199.64706277847
Emissions (Co2eq in kg)	0.0327970548690206
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.6398558150369258
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0564575300941864
Consumed energy (kWh)	0.6963133451311146
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)	0.10433432059584856
Emissions (Co2eq in kg)	0.021228195099588235

19 juin 2024

Epoch	Train Loss	Test Loss	F-beta Score	TN	FP	FN	TP
0	0.000000	0.718289	0.834059	0.000000	762.000000	0.000000	766.000000
1	0.247900	0.208395	0.945357	665.000000	97.000000	29.000000	737.000000
2	0.156985	0.223636	0.920779	685.000000	77.000000	57.000000	709.000000
3	0.087446	0.283600	0.940950	664.000000	98.000000	33.000000	733.000000
4	0.033831	0.367890	0.928849	679.000000	83.000000	48.000000	718.000000
5	0.009458	0.511260	0.929843	670.000000	92.000000	45.000000	721.000000
6	0.005221	0.533849	0.926022	676.000000	86.000000	50.000000	716.000000