BERTrand_base_x2

damgomz/BERTrand_base_x2

BERTrand_base_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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.safetensors75.1 MB · 97%

From the Hugging Face model README

Metric	Value
Duration (in seconds)	37993.74807047844
Emissions (Co2eq in kg)	0.0229906147552034
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.4485365634348655
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0395765287543337
Consumed energy (kWh)	0.4881130921891984
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)	0.07313796503567101
Emissions (Co2eq in kg)	0.014880884660937389

19 juin 2024

Epoch	Train Loss	Test Loss	F-beta Score	TN	FP	FN	TP
0	0.000000	0.762512	0.001627	753.000000	9.000000	765.000000	1.000000
1	0.285383	0.236045	0.945052	638.000000	124.000000	23.000000	743.000000
2	0.171418	0.223179	0.937339	662.000000	100.000000	36.000000	730.000000
3	0.113694	0.209987	0.938465	671.000000	91.000000	37.000000	729.000000
4	0.064221	0.242213	0.933953	674.000000	88.000000	42.000000	724.000000
5	0.041251	0.297383	0.924348	669.000000	93.000000	50.000000	716.000000
6	0.029554	0.291359	0.926215	690.000000	72.000000	53.000000	713.000000