BERTrand_base_x8

damgomz/BERTrand_base_x8

BERTrand_base_x8 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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2.2 GB on disk

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.safetensors245 MB · 99%

From the Hugging Face model README

Metric	Value
Duration (in seconds)	37473.51775741577
Emissions (Co2eq in kg)	0.0226758141771607
CPU power (W)	42.5
GPU power (W)	[No GPU]
RAM power (W)	3.75
CPU energy (kWh)	0.4423949415524804
GPU energy (kWh)	[No GPU]
RAM energy (kWh)	0.0390346284600596
Consumed energy (kWh)	0.4814295700125413
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)	0.07213652168302537
Emissions (Co2eq in kg)	0.014677127788321177

19 juin 2024

Epoch	Train Loss	Test Loss	F-beta Score	TN	FP	FN	TP
0	0.000000	0.734902	0.000000	758.000000	4.000000	766.000000	0.000000
1	0.307200	0.232703	0.892013	699.000000	63.000000	87.000000	679.000000
2	0.200334	0.331862	0.945844	607.000000	155.000000	15.000000	751.000000
3	0.162341	0.221791	0.940379	653.000000	109.000000	31.000000	735.000000
4	0.119471	0.254642	0.910042	698.000000	64.000000	70.000000	696.000000
5	0.093992	0.267835	0.928884	666.000000	96.000000	45.000000	721.000000
6	0.058252	0.305894	0.927024	667.000000	95.000000	47.000000	719.000000